@mhg/blog
Version:
5 lines • 241 kB
HTML
<!DOCTYPE html><html lang="zh-Hans"><head hexo-theme="https://github.com/volantis-x/hexo-theme-volantis/#6.0.3"><meta name="generator" content="Hexo 8.1.2"><meta name="Volantis" content="6.0.3"><meta charset="utf-8"><meta name="robots" content="index,follow,max-image-preview:large"><link rel="canonical" href="https://blog.mhuig.top/notes/Zeta/86"><meta http-equiv="x-dns-prefetch-control" content="on"><link rel="dns-prefetch" href="https://static.mhuig.top"><link rel="preconnect" href="https://static.mhuig.top" crossorigin=""><meta name="renderer" content="webkit"><meta name="force-rendering" content="webkit"><meta http-equiv="X-UA-Compatible" content="IE=Edge,chrome=1"><meta name="HandheldFriendly" content="True"><meta name="mobile-web-app-capable" content="yes"><meta name="viewport" content="width=device-width,initial-scale=1,maximum-scale=5"><meta content="black-translucent" name="apple-mobile-web-app-status-bar-style"><meta content="telephone=no" name="format-detection"><script>function registerServiceWorker(e){"localhost"!=window.location.hostname&&"serviceWorker"in navigator&&navigator.serviceWorker.register(`${e}`).then((function(e){"localhost"==window.location.hostname&&(e.onupdatefound=function(){var r=e.installing;r.onstatechange=function(){switch(r.state){case"installed":navigator.serviceWorker.controller?console.log("Updated Service Worker."):console.log("Service Worker Sucess!");break;case"redundant":console.log("The installing service worker became redundant.")}}})})).catch((function(e){console.error("Error during service worker registration:",e),"undefined"==typeof swinstallretry&&(swinstallretry=1,registerServiceWorker("/jquery.js"))}))}registerServiceWorker("/jquery.js")</script><link rel="apple-touch-icon" sizes="180x180" href="/lib/favicon/apple-touch-icon.png"><link rel="icon" type="image/png" sizes="32x32" href="/lib/favicon/favicon-32x32.png"><link rel="icon" type="image/png" sizes="192x192" href="/lib/favicon/android-chrome-192x192.png"><link rel="icon" type="image/png" sizes="144x144" href="/lib/favicon/android-chrome-144x144.png"><link rel="icon" type="image/png" sizes="16x16" href="/lib/favicon/favicon-16x16.png"><link rel="manifest" href="/lib/favicon/site.webmanifest"><link rel="mask-icon" href="/lib/favicon/safari-pinned-tab.svg" color="#5bbad5"><meta name="apple-mobile-web-app-title" content="MHuiG Magicland"><meta name="apple-mobile-web-app-status-bar-style" content="black"><meta name="application-name" content="MHuiG Magicland"><meta name="msapplication-TileColor" content="#87ceeb"><meta name="msapplication-TileImage" content="/lib/favicon/mstile-144x144.png"><meta name="theme-color" content="#87ceeb" media="(prefers-color-scheme: light)"><meta name="theme-color" content="#21232f" media="(prefers-color-scheme: dark)"><link href="/opensearch.xml" rel="search" title="MHuiG Magicland" type="application/opensearchdescription+xml"><link rel="sitemap" type="application/xml" title="MHuiG Blog Site Map" href="https://blog.mhuig.top/sitemap.xml"><link rel="author" href="https://mhuig.top"><meta name="author" content="MHuiG"><meta name="creator" content="MHuiG"><link rel="archives" href="https://blog.mhuig.top/archives/"><link rel="preload" href="/css/style.css" as="style"><link rel="preload" href="https://static.mhuig.top/npm/volantis-static@0.0.1660614606622/media/fonts/VarelaRound/VarelaRound-Regular.ttf" as="font" type="font/ttf" crossorigin="anonymous"><link rel="preload" href="https://static.mhuig.top/npm/volantis-static@0.0.1660614606622/media/fonts/VarelaRound/VarelaRound-Regular.ttf" as="font" type="font/ttf" crossorigin="anonymous"><link rel="alternate" href="/atom.xml" title="Magicland" type="application/atom+xml"><link rel="alternate" href="/rss2.xml" title="Magicland" type="application/rss+xml"><title>Zeta Archive: P对NP问题：计算复杂性理论的核心谜题与科学影响 - Magicland</title><meta name="keywords" content="数学,Zeta, Math,计算复杂性,NP完全性,多项式时间,MHuiG, @MHuiG, Blog, 博客, Magicland, 魔法世界"><meta desc="" name="description" content="P对NP问题探讨可高效验证解的问题是否存在高效求解算法，起源于20世纪数学基础计划，经哥德尔、图灵等人工作形成。1971年库克形式化定义P与NP类，证明SAT问题NP完全性。该问题影响密码学、人工智能等领域，触及数学推理极限，至今仍是未解科学难题。 - MHuiG - Magicland"><meta property="og:type" content="website"><meta property="og:title" content="Magicland"><meta property="og:url" content="https://blog.mhuig.top/notes/Zeta/86"><meta property="og:site_name" content="Magicland"><meta property="og:description" content="P对NP问题探讨可高效验证解的问题是否存在高效求解算法，起源于20世纪数学基础计划，经哥德尔、图灵等人工作形成。1971年库克形式化定义P与NP类，证明SAT问题NP完全性。该问题影响密码学、人工智能等领域，触及数学推理极限，至今仍是未解科学难题。"><meta property="og:locale"><meta property="og:image" content="https://blog.mhuig.top/lib/favicon/android-chrome-192x192.png"><meta property="article:published_time" content="2025-12-08T03:23:00.000Z"><meta property="article:modified_time" content="2025-12-08T05:18:00.000Z"><meta property="article:author" content="MHuiG"><meta property="article:tag" content="Math"><meta property="article:tag" content="NP完全性"><meta property="article:tag" content="多项式时间"><meta property="article:tag" content="计算复杂性"><meta name="twitter:card" content="summary"><meta name="twitter:image" content="https://blog.mhuig.top/lib/favicon/android-chrome-192x192.png"><meta name="twitter:creator" content="@iMHuiG"><meta name="twitter:site" content="@iMHuiG"><style>#safearea{display:none}.post-story+.post-story{content-visibility:auto;contain-intrinsic-size:10px 500px}:root{--color-site-body:#87ceeb;--color-site-bg:#87ceeb;--color-site-inner:#555;--color-site-footer:#666;--color-card:#fff;--color-text:#444;--color-block:#f6f6f6;--color-inlinecode:#d56d28;--color-codeblock:#fff7ea;--color-h1:#3a3a3a;--color-h2:#3a3a3a;--color-h3:#333;--color-h4:#444;--color-h5:#555;--color-h6:#666;--color-p:#444;--color-list:#666;--color-list-hl:#1a78c2;--color-meta:#888;--color-read-bkg:#e0d8c8;--color-read-post:#f8f1e2;--color-copyright-bkg:#f5f5f5}*{box-sizing:border-box;-webkit-box-sizing:border-box;-moz-box-sizing:border-box;outline:0;margin:0;padding:0}::-webkit-scrollbar{height:4px;width:4px}::-webkit-scrollbar-track-piece{background:0 0}::-webkit-scrollbar-thumb{background:#2196f3;cursor:pointer;border-radius:2px;-webkit-border-radius:2px}::-webkit-scrollbar-thumb:hover{background:#ff5722}html{color:var(--color-text);width:100%;height:100%;font-family:"Varela Round","PingFang SC","Microsoft YaHei",Helvetica,Arial,Menlo,Monaco,monospace,sans-serif;font-size:16px}html>::-webkit-scrollbar{height:4px;width:4px}html>::-webkit-scrollbar-track-piece{background:0 0}html>::-webkit-scrollbar-thumb{background:#2196f3;cursor:pointer;border-radius:2px;-webkit-border-radius:2px}html>::-webkit-scrollbar-thumb:hover{background:#ff5722}body{background-color:var(--color-site-body);text-rendering:optimizelegibility;-webkit-tap-highlight-color:transparent;line-height:1.6;-webkit-text-size-adjust:100%;-ms-text-size-adjust:100%}body.modal-active{overflow:hidden}@media screen and (max-width:680px){body.modal-active{position:fixed;top:0;right:0;bottom:0;left:0}}a{color:#2196f3;cursor:pointer;text-decoration:none;transition:all .28s ease;-webkit-transition:all .28s ease;-khtml-transition:all 0.28s ease;-moz-transition:all .28s ease;-o-transition:all .28s ease;-ms-transition:all .28s ease}a:hover{color:#ff5722}a:active,a:hover{outline:0}ol,ul{padding-left:0}ol li,ul li{list-style:none}header{display:-webkit-box;display:-moz-box;display:block}img{border:0;background:0 0;max-width:100%}svg:not(:root){overflow:hidden}hr{-moz-box-sizing:content-box;box-sizing:content-box;-webkit-box-sizing:content-box;-moz-box-sizing:content-box;height:0;border:0;border-radius:1px;-webkit-border-radius:1px;border-bottom:1px solid rgba(68,68,68,.1)}button,input{color:inherit;font:inherit;margin:0}button{overflow:visible;text-transform:none;-webkit-appearance:button;cursor:pointer}@supports (backdrop-filter:blur(20px)){.blur{background:rgba(255,255,255,.9)!important;backdrop-filter:saturate(200%) blur(20px)}}.shadow{box-shadow:0 1px 2px 0 rgba(0,0,0,.1);-webkit-box-shadow:0 1px 2px 0 rgba(0,0,0,.1)}.shadow.floatable{transition:all .28s ease;-webkit-transition:all .28s ease;-khtml-transition:all 0.28s ease;-moz-transition:all .28s ease;-o-transition:all .28s ease;-ms-transition:all .28s ease}.shadow.floatable:hover{box-shadow:0 2px 4px 0 rgba(0,0,0,.1),0 4px 8px 0 rgba(0,0,0,.1),0 8px 16px 0 rgba(0,0,0,.1);-webkit-box-shadow:0 2px 4px 0 rgba(0,0,0,.1),0 4px 8px 0 rgba(0,0,0,.1),0 8px 16px 0 rgba(0,0,0,.1)}#l_cover{min-height:64px}.cover-wrapper{top:0;left:0;max-width:100%;height:100vh;display:-webkit-box;display:-moz-box;display:-ms-flexbox;display:-webkit-flex;display:flex;display:flex;flex-wrap:nowrap;-webkit-flex-wrap:nowrap;-khtml-flex-wrap:nowrap;-moz-flex-wrap:nowrap;-o-flex-wrap:nowrap;-ms-flex-wrap:nowrap;-webkit-box-direction:normal;-moz-box-direction:normal;-webkit-box-orient:vertical;-moz-box-orient:vertical;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;align-items:center;align-self:center;align-content:center;color:var(--color-site-inner);padding:0 16px;user-select:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;position:relative;overflow:hidden;margin-bottom:-100px}.cover-wrapper .cover-bg{position:absolute;width:100%;height:100%;background-position:center;background-size:cover;-webkit-background-size:cover;-moz-background-size:cover}.cover-wrapper .cover-bg.lazyload:not(.loaded){opacity:0;-webkit-opacity:0;-moz-opacity:0}.cover-wrapper .cover-bg.lazyload.loaded{animation-delay:0s;animation-duration:.5s;animation-fill-mode:forwards;animation-timing-function:ease-out;animation-name:fadeIn}@-moz-keyframes fadeIn{0%{opacity:0;-webkit-opacity:0;-moz-opacity:0;filter:blur(12px);transform:scale(1.02);-webkit-transform:scale(1.02);-khtml-transform:scale(1.02);-moz-transform:scale(1.02);-o-transform:scale(1.02);-ms-transform:scale(1.02)}100%{opacity:1;-webkit-opacity:1;-moz-opacity:1}}@-webkit-keyframes fadeIn{0%{opacity:0;-webkit-opacity:0;-moz-opacity:0;filter:blur(12px);transform:scale(1.02);-webkit-transform:scale(1.02);-khtml-transform:scale(1.02);-moz-transform:scale(1.02);-o-transform:scale(1.02);-ms-transform:scale(1.02)}100%{opacity:1;-webkit-opacity:1;-moz-opacity:1}}@-o-keyframes fadeIn{0%{opacity:0;-webkit-opacity:0;-moz-opacity:0;filter:blur(12px);transform:scale(1.02);-webkit-transform:scale(1.02);-khtml-transform:scale(1.02);-moz-transform:scale(1.02);-o-transform:scale(1.02);-ms-transform:scale(1.02)}100%{opacity:1;-webkit-opacity:1;-moz-opacity:1}}@keyframes fadeIn{0%{opacity:0;-webkit-opacity:0;-moz-opacity:0;filter:blur(12px);transform:scale(1.02);-webkit-transform:scale(1.02);-khtml-transform:scale(1.02);-moz-transform:scale(1.02);-o-transform:scale(1.02);-ms-transform:scale(1.02)}100%{opacity:1;-webkit-opacity:1;-moz-opacity:1}}.cover-wrapper .cover-body{z-index:1;position:relative;width:100%;height:100%}.cover-wrapper#full{height:calc(100vh + 100px);padding-bottom:100px}.cover-wrapper#half{max-height:640px;min-height:400px;height:calc(36vh - 64px + 200px)}.cover-wrapper #scroll-down{width:100%;height:64px;position:absolute;bottom:100px;text-align:center;cursor:pointer}.cover-wrapper #scroll-down .scroll-down-effects{color:#fff;font-size:24px;line-height:64px;position:absolute;width:24px;left:calc(50% - 12px);text-shadow:0 1px 2px rgba(0,0,0,.1);animation:scroll-down-effect 1.5s infinite;-webkit-animation:scroll-down-effect 1.5s infinite;-khtml-animation:scroll-down-effect 1.5s infinite;-moz-animation:scroll-down-effect 1.5s infinite;-o-animation:scroll-down-effect 1.5s infinite;-ms-animation:scroll-down-effect 1.5s infinite}@-moz-keyframes scroll-down-effect{0%{top:0;opacity:1;-webkit-opacity:1;-moz-opacity:1}50%{top:-16px;opacity:.4;-webkit-opacity:0.4;-moz-opacity:0.4}100%{top:0;opacity:1;-webkit-opacity:1;-moz-opacity:1}}@-webkit-keyframes scroll-down-effect{0%{top:0;opacity:1;-webkit-opacity:1;-moz-opacity:1}50%{top:-16px;opacity:.4;-webkit-opacity:0.4;-moz-opacity:0.4}100%{top:0;opacity:1;-webkit-opacity:1;-moz-opacity:1}}@-o-keyframes scroll-down-effect{0%{top:0;opacity:1;-webkit-opacity:1;-moz-opacity:1}50%{top:-16px;opacity:.4;-webkit-opacity:0.4;-moz-opacity:0.4}100%{top:0;opacity:1;-webkit-opacity:1;-moz-opacity:1}}@keyframes scroll-down-effect{0%{top:0;opacity:1;-webkit-opacity:1;-moz-opacity:1}50%{top:-16px;opacity:.4;-webkit-opacity:0.4;-moz-opacity:0.4}100%{top:0;opacity:1;-webkit-opacity:1;-moz-opacity:1}}.cover-wrapper .cover-body{margin-top:64px;margin-bottom:100px}.cover-wrapper .cover-body,.cover-wrapper .cover-body .bottom,.cover-wrapper .cover-body .top{display:-webkit-box;display:-moz-box;display:-ms-flexbox;display:-webkit-flex;display:flex;display:flex;-webkit-box-direction:normal;-moz-box-direction:normal;-webkit-box-orient:vertical;-moz-box-orient:vertical;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;align-items:center;justify-content:center;-webkit-justify-content:center;-khtml-justify-content:center;-moz-justify-content:center;-o-justify-content:center;-ms-justify-content:center;max-width:100%}.cover-wrapper .cover-body .bottom{margin-top:32px}.cover-wrapper .cover-body .title{font-family:"Varela Round","PingFang SC","Microsoft YaHei",Helvetica,Arial,Helvetica,monospace;font-size:3.125rem;line-height:1.2;text-shadow:0 1px 2px rgba(0,0,0,.1)}.cover-wrapper .cover-body .subtitle{font-size:20px}.cover-wrapper .cover-body .logo{max-height:120px;max-width:calc(100% - 4 * 16px)}@media screen and (min-height:1024px){.cover-wrapper .cover-body .title{font-size:3rem}.cover-wrapper .cover-body .subtitle{font-size:1.05rem}.cover-wrapper .cover-body .logo{max-height:150px}}.cover-wrapper .cover-body .m_search{position:relative;max-width:calc(100% - 16px);width:320px;vertical-align:middle}.cover-wrapper .cover-body .m_search .form{position:relative;display:-webkit-box;display:-moz-box;display:block;width:100%}.cover-wrapper .cover-body .m_search .icon,.cover-wrapper .cover-body .m_search .input{transition:all .28s ease;-webkit-transition:all .28s ease;-khtml-transition:all 0.28s ease;-moz-transition:all .28s ease;-o-transition:all .28s ease;-ms-transition:all .28s ease}.cover-wrapper .cover-body .m_search .icon{position:absolute;display:-webkit-box;display:-moz-box;display:block;line-height:2.5rem;width:32px;top:0;left:5px;color:rgba(68,68,68,.75)}.cover-wrapper .cover-body .m_search .input{display:-webkit-box;display:-moz-box;display:block;height:2.5rem;width:100%;box-shadow:none;-webkit-box-shadow:none;box-sizing:border-box;-webkit-box-sizing:border-box;-moz-box-sizing:border-box;font-size:.875rem;-webkit-appearance:none;padding-left:36px;border-radius:1.4rem;-webkit-border-radius:1.4rem;background:rgba(255,255,255,.6);backdrop-filter:blur(10px);border:none;color:var(--color-text)}@media screen and (max-width:500px){.cover-wrapper .cover-body .m_search .input{padding-left:36px}}.cover-wrapper .cover-body .m_search .input:hover{background:rgba(255,255,255,.8)}.cover-wrapper .cover-body .m_search .input:focus{background:#fff}.cover-wrapper .list-h{display:-webkit-box;display:-moz-box;display:-ms-flexbox;display:-webkit-flex;display:flex;display:flex;-webkit-box-direction:normal;-moz-box-direction:normal;-webkit-box-orient:horizontal;-moz-box-orient:horizontal;-webkit-flex-direction:row;-ms-flex-direction:row;flex-direction:row;flex-wrap:wrap;-webkit-flex-wrap:wrap;-khtml-flex-wrap:wrap;-moz-flex-wrap:wrap;-o-flex-wrap:wrap;-ms-flex-wrap:wrap;align-items:stretch;border-radius:4px;-webkit-border-radius:4px;user-select:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none}.cover-wrapper .list-h a{-webkit-box-flex:1;-moz-box-flex:1;-webkit-flex:1 0;-ms-flex:1 0;flex:1 0;display:-webkit-box;display:-moz-box;display:-ms-flexbox;display:-webkit-flex;display:flex;display:flex;font-weight:600}.cover-wrapper .list-h a img{display:-webkit-box;display:-moz-box;display:block;border-radius:2px;-webkit-border-radius:2px;margin:4px;min-width:40px;max-width:44px}@media screen and (max-width:768px){.cover-wrapper .list-h a img{min-width:36px;max-width:40px}}@media screen and (max-width:500px){.cover-wrapper .list-h a img{margin:2px 4px;min-width:32px;max-width:36px}}@media screen and (max-width:375px){.cover-wrapper .list-h a img{min-width:28px;max-width:32px}}.cover-wrapper{max-width:100%}.cover-wrapper.search .bottom .menu{margin-top:16px}.cover-wrapper.search .bottom .menu .list-h a{white-space:nowrap;-webkit-box-direction:normal;-moz-box-direction:normal;-webkit-box-orient:horizontal;-moz-box-orient:horizontal;-webkit-flex-direction:row;-ms-flex-direction:row;flex-direction:row;align-items:baseline;padding:2px;margin:4px;color:var(--color-site-inner);opacity:.75;-webkit-opacity:0.75;-moz-opacity:0.75;text-shadow:0 1px 2px rgba(0,0,0,.05);border-bottom:2px solid transparent}.cover-wrapper.search .bottom .menu .list-h a i{margin-right:4px}.cover-wrapper.search .bottom .menu .list-h a p{font-size:.9375rem}.cover-wrapper.search .bottom .menu .list-h a.active,.cover-wrapper.search .bottom .menu .list-h a:active,.cover-wrapper.search .bottom .menu .list-h a:hover{opacity:1;-webkit-opacity:1;-moz-opacity:1;border-bottom:2px solid var(--color-site-inner)}.cover-wrapper.dock .menu,.cover-wrapper.featured .menu,.cover-wrapper.focus .menu{border-radius:6px;-webkit-border-radius:6px}.cover-wrapper.dock .menu .list-h a,.cover-wrapper.featured .menu .list-h a,.cover-wrapper.focus .menu .list-h a{-webkit-box-direction:normal;-moz-box-direction:normal;-webkit-box-orient:vertical;-moz-box-orient:vertical;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;align-items:center;padding:12px;line-height:24px;border-radius:4px;-webkit-border-radius:4px;border-bottom:none;text-align:center;align-content:flex-end;color:rgba(68,68,68,.7);font-size:1.5rem}@media screen and (max-width:500px){.cover-wrapper.dock .menu .list-h a,.cover-wrapper.featured .menu .list-h a,.cover-wrapper.focus .menu .list-h a{padding:12px 8px}}.cover-wrapper.dock .menu .list-h a i,.cover-wrapper.featured .menu .list-h a i,.cover-wrapper.focus .menu .list-h a i{margin:8px}.cover-wrapper.dock .menu .list-h a p,.cover-wrapper.featured .menu .list-h a p,.cover-wrapper.focus .menu .list-h a p{font-size:.875rem}.cover-wrapper.dock .menu .list-h a.active,.cover-wrapper.featured .menu .list-h a.active,.cover-wrapper.focus .menu .list-h a.active{background:var(--color-card);backdrop-filter:none}.cover-wrapper.dock .menu .list-h a.active i,.cover-wrapper.dock .menu .list-h a.active i+p,.cover-wrapper.featured .menu .list-h a.active i,.cover-wrapper.featured .menu .list-h a.active i+p,.cover-wrapper.focus .menu .list-h a.active i,.cover-wrapper.focus .menu .list-h a.active i+p{color:#2196f3}.cover-wrapper.dock .menu .list-h a.active img+p,.cover-wrapper.featured .menu .list-h a.active img+p,.cover-wrapper.focus .menu .list-h a.active img+p{color:var(--color-text)}.cover-wrapper.dock .menu .list-h a:hover,.cover-wrapper.featured .menu .list-h a:hover,.cover-wrapper.focus .menu .list-h a:hover{background:var(--color-card)}.cover-wrapper.featured .menu .list-h{margin:-2px}.cover-wrapper.featured .menu .list-h a{margin:2px;background:rgba(255,255,255,.5)}@supports (backdrop-filter:blur(20px)){.cover-wrapper.featured .menu .list-h a{background:rgba(255,255,255,.5);backdrop-filter:saturate(200%) blur(20px)}}@media (prefers-color-scheme:dark){:root{--color-mode:'dark'}:root:not([color-scheme]){--color-site-body:#121212;--color-read-bkg:#21232f;--color-read-post:#252d38;--color-site-bg:#21232f;--color-site-inner:#efefef;--color-site-footer:#666;--color-card:#252d38;--color-text:rgba(238,238,238,0.871);--color-block:rgba(68,68,68,0.65);--color-codeblock:#444;--color-inlinecode:#d56d28;--color-h1:rgba(255,255,255,0.871);--color-h2:rgba(255,255,255,0.871);--color-h3:rgba(255,255,255,0.6);--color-h4:rgba(255,255,255,0.6);--color-h5:rgba(255,255,255,0.6);--color-h6:rgba(255,255,255,0.6);--color-p:rgba(217,217,217,0.871);--color-list:rgba(217,217,217,0.871);--color-list-hl:#4dabf5;--color-meta:rgba(191,191,191,0.871);--color-link:rgba(191,191,191,0.871);--color-copyright-bkg:#21252b}:root:not([color-scheme]) img{filter:brightness(70%)!important}:root:not([color-scheme]) .blur{background:rgba(33,35,47,.9)!important}:root:not([color-scheme]) .white-box.blur{background:rgba(37,45,56,.9)!important}:root:not([color-scheme]) .nav-main .u-search-input{background:var(--color-card)!important}:root:not([color-scheme]) #l_main .article .prev-next>a{background:var(--color-block)!important}:root:not([color-scheme]) #l_main .article .prev-next>a:hover{background:var(--color-site-bg)!important}:root:not([color-scheme]) .article blockquote{background:var(--color-block)!important}:root:not([color-scheme]) .article-title a{color:var(--color-h1)!important}:root:not([color-scheme]) details>summary{color:var(--color-p)!important;background:var(--color-site-bg)!important}:root:not([color-scheme]) details{border:1px solid var(--color-site-bg)!important;background:var(--color-site-bg)!important}:root:not([color-scheme]) #u-search .modal,:root:not([color-scheme]) #u-search .modal-body,:root:not([color-scheme]) #u-search .modal-header{background:var(--color-card)!important}:root:not([color-scheme]) #u-search .modal-body .modal-results .result:hover{background:var(--color-block)!important}:root:not([color-scheme]) .u-search-input:hover{background:var(--color-block)!important}:root:not([color-scheme]) .u-search-input:focus{background:var(--color-site-body)!important}}[color-scheme=dark]{--color-site-body:#121212;--color-read-bkg:#21232f;--color-read-post:#252d38;--color-site-bg:#21232f;--color-site-inner:#efefef;--color-site-footer:#666;--color-card:#252d38;--color-text:rgba(238,238,238,0.871);--color-block:rgba(68,68,68,0.65);--color-codeblock:#444;--color-inlinecode:#d56d28;--color-h1:rgba(255,255,255,0.871);--color-h2:rgba(255,255,255,0.871);--color-h3:rgba(255,255,255,0.6);--color-h4:rgba(255,255,255,0.6);--color-h5:rgba(255,255,255,0.6);--color-h6:rgba(255,255,255,0.6);--color-p:rgba(217,217,217,0.871);--color-list:rgba(217,217,217,0.871);--color-list-hl:#4dabf5;--color-meta:rgba(191,191,191,0.871);--color-link:rgba(191,191,191,0.871);--color-copyright-bkg:#21252b}[color-scheme=dark] img{filter:brightness(70%)!important}[color-scheme=dark] .blur{background:rgba(33,35,47,.9)!important}[color-scheme=dark] .white-box.blur{background:rgba(37,45,56,.9)!important}[color-scheme=dark] .nav-main .u-search-input{background:var(--color-card)!important}[color-scheme=dark] #l_main .article .prev-next>a{background:var(--color-block)!important}[color-scheme=dark] #l_main .article .prev-next>a:hover{background:var(--color-site-bg)!important}[color-scheme=dark] .article blockquote{background:var(--color-block)!important}[color-scheme=dark] .article-title a{color:var(--color-h1)!important}[color-scheme=dark] details>summary{color:var(--color-p)!important;background:var(--color-site-bg)!important}[color-scheme=dark] details{border:1px solid var(--color-site-bg)!important;background:var(--color-site-bg)!important}[color-scheme=dark] #u-search .modal,[color-scheme=dark] #u-search .modal-body,[color-scheme=dark] #u-search .modal-header{background:var(--color-card)!important}[color-scheme=dark] #u-search .modal-body .modal-results .result:hover{background:var(--color-block)!important}[color-scheme=dark] .u-search-input:hover{background:var(--color-block)!important}[color-scheme=dark] .u-search-input:focus{background:var(--color-site-body)!important}@media screen and (max-width:500px){[color-scheme=dark] .l_header .m_search{background:var(--color-site-bg)!important}}@font-face{font-family:'Varela Round';src:url("https://static.mhuig.top/npm/volantis-static@0.0.1660614606622/media/fonts/VarelaRound/VarelaRound-Regular.ttf");font-weight:'normal';font-style:'normal';font-display:swap}@font-face{font-family:'Varela Round';src:url("https://static.mhuig.top/npm/volantis-static@0.0.1660614606622/media/fonts/VarelaRound/VarelaRound-Regular.ttf");font-weight:'normal';font-style:'normal';font-display:swap}.l_header{position:fixed;z-index:1000;top:0;width:100%;height:64px;background:var(--color-card);box-shadow:0 1px 2px 0 rgba(0,0,0,.1);-webkit-box-shadow:0 1px 2px 0 rgba(0,0,0,.1)}.l_header.auto{transition:opacity .4s ease;-webkit-transition:opacity .4s ease;-khtml-transition:opacity 0.4s ease;-moz-transition:opacity .4s ease;-o-transition:opacity .4s ease;-ms-transition:opacity .4s ease;visibility:hidden}.l_header.auto.show{opacity:1!important;-webkit-opacity:1!important;-moz-opacity:1!important;visibility:visible}.l_header .container{margin-left:16px;margin-right:16px}.l_header #wrapper{height:100%;user-select:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none}.l_header #wrapper .nav-main,.l_header #wrapper .nav-sub{display:-webkit-box;display:-moz-box;display:-ms-flexbox;display:-webkit-flex;display:flex;display:flex;flex-wrap:nowrap;-webkit-flex-wrap:nowrap;-khtml-flex-wrap:nowrap;-moz-flex-wrap:nowrap;-o-flex-wrap:nowrap;-ms-flex-wrap:nowrap;justify-content:space-between;-webkit-justify-content:space-between;-khtml-justify-content:space-between;-moz-justify-content:space-between;-o-justify-content:space-between;-ms-justify-content:space-between;align-items:center}.l_header #wrapper .nav-main{transition:all .28s ease;-webkit-transition:all .28s ease;-khtml-transition:all 0.28s ease;-moz-transition:all .28s ease;-o-transition:all .28s ease;-ms-transition:all .28s ease}.l_header #wrapper.sub .nav-main{transform:translateY(-64px);-webkit-transform:translateY(-64px);-khtml-transform:translateY(-64px);-moz-transform:translateY(-64px);-o-transform:translateY(-64px);-ms-transform:translateY(-64px)}.l_header #wrapper .nav-sub{transition:all .28s ease;-webkit-transition:all .28s ease;-khtml-transition:all 0.28s ease;-moz-transition:all .28s ease;-o-transition:all .28s ease;-ms-transition:all .28s ease;opacity:0;-webkit-opacity:0;-moz-opacity:0;height:64px;width:calc(100% - 2 * 16px);position:absolute}.l_header #wrapper .nav-sub ::-webkit-scrollbar{display:-webkit-box;display:-moz-box;display:none}@media screen and (min-width:2048px){.l_header #wrapper .nav-sub{max-width:55vw;margin:auto}}.l_header #wrapper.sub .nav-sub{opacity:1;-webkit-opacity:1;-moz-opacity:1}.l_header #wrapper .title{position:relative;color:var(--color-text);padding-left:24px;max-height:64px}.l_header #wrapper .nav-main .title{white-space:nowrap;overflow:hidden;text-overflow:ellipsis;flex-shrink:0;line-height:64px;padding:0 24px;font-size:1.25rem;font-family:"Varela Round","PingFang SC","Microsoft YaHei",Helvetica,Arial,Helvetica,monospace}.l_header #wrapper .nav-main .title img{height:64px}.l_header .nav-sub{max-width:1080px;margin:auto}.l_header .nav-sub .title{font-weight:700;font-family:"Varela Round","PingFang SC","Microsoft YaHei",Helvetica,Arial,Menlo,Monaco,monospace,sans-serif;line-height:1.2;max-height:64px;white-space:normal;flex-shrink:1}.l_header .switcher{display:-webkit-box;display:-moz-box;display:none;line-height:64px;align-items:center}.l_header .switcher .s-toc{display:-webkit-box;display:-moz-box;display:none}@media screen and (max-width:768px){.l_header .switcher .s-toc{display:-webkit-box;display:-moz-box;display:-ms-flexbox;display:-webkit-flex;display:flex;display:flex}}.l_header .switcher>li{height:48px;transition:all .28s ease;-webkit-transition:all .28s ease;-khtml-transition:all 0.28s ease;-moz-transition:all .28s ease;-o-transition:all .28s ease;-ms-transition:all .28s ease;margin:2px}@media screen and (max-width:500px){.l_header .switcher>li{margin:0 1px;height:48px}}.l_header .switcher>li>a{display:-webkit-box;display:-moz-box;display:-ms-flexbox;display:-webkit-flex;display:flex;display:flex;justify-content:center;-webkit-justify-content:center;-khtml-justify-content:center;-moz-justify-content:center;-o-justify-content:center;-ms-justify-content:center;align-items:center;width:48px;height:48px;padding:.85em 1.1em;border-radius:100px;-webkit-border-radius:100px;border:none;transition:all .28s ease;-webkit-transition:all .28s ease;-khtml-transition:all 0.28s ease;-moz-transition:all .28s ease;-o-transition:all .28s ease;-ms-transition:all .28s ease;color:#2196f3}.l_header .switcher>li>a:hover{border:none}.l_header .switcher>li>a.active,.l_header .switcher>li>a:active{border:none;background:var(--color-site-bg)}@media screen and (max-width:500px){.l_header .switcher>li>a{width:36px;height:48px}}.l_header .nav-sub .switcher{display:-webkit-box;display:-moz-box;display:-ms-flexbox;display:-webkit-flex;display:flex;display:flex}.l_header .m_search{display:-webkit-box;display:-moz-box;display:-ms-flexbox;display:-webkit-flex;display:flex;display:flex;height:64px;width:240px;transition:all .28s ease;-webkit-transition:all .28s ease;-khtml-transition:all 0.28s ease;-moz-transition:all .28s ease;-o-transition:all .28s ease;-ms-transition:all .28s ease}@media screen and (max-width:1024px){.l_header .m_search{width:44px;min-width:44px}.l_header .m_search input::placeholder{opacity:0;-webkit-opacity:0;-moz-opacity:0}.l_header .m_search:hover{width:240px}.l_header .m_search:hover input::placeholder{opacity:1;-webkit-opacity:1;-moz-opacity:1}}@media screen and (min-width:500px){.l_header .m_search:hover .input{width:100%}.l_header .m_search:hover .input::placeholder{opacity:1;-webkit-opacity:1;-moz-opacity:1}}@media screen and (max-width:500px){.l_header .m_search{min-width:0}.l_header .m_search input::placeholder{opacity:1;-webkit-opacity:1;-moz-opacity:1}}.l_header .m_search .form{position:relative;display:-webkit-box;display:-moz-box;display:-ms-flexbox;display:-webkit-flex;display:flex;display:flex;width:100%;align-items:center}.l_header .m_search .icon{position:absolute;width:36px;left:5px;color:var(--color-meta)}@media screen and (max-width:500px){.l_header .m_search .icon{display:-webkit-box;display:-moz-box;display:none}}.l_header .m_search .input{display:-webkit-box;display:-moz-box;display:block;padding-top:8px;padding-bottom:8px;line-height:1.3;width:100%;color:var(--color-text);background:#fafafa;box-shadow:none;-webkit-box-shadow:none;box-sizing:border-box;-webkit-box-sizing:border-box;-moz-box-sizing:border-box;padding-left:40px;font-size:.875rem;border-radius:8px;-webkit-border-radius:8px;border:none;transition:all .28s ease;-webkit-transition:all .28s ease;-khtml-transition:all 0.28s ease;-moz-transition:all .28s ease;-o-transition:all .28s ease;-ms-transition:all .28s ease}@media screen and (min-width:500px){.l_header .m_search .input:focus{box-shadow:0 4px 8px 0 rgba(0,0,0,.1);-webkit-box-shadow:0 4px 8px 0 rgba(0,0,0,.1)}}@media screen and (max-width:500px){.l_header .m_search .input{background:var(--color-block);padding-left:8px;border:none}.l_header .m_search .input:focus,.l_header .m_search .input:hover{border:none}}@media (max-width:500px){.l_header .m_search{left:0;width:0;overflow:hidden;position:absolute;background:#fff;transition:all .28s ease;-webkit-transition:all .28s ease;-khtml-transition:all 0.28s ease;-moz-transition:all .28s ease;-o-transition:all .28s ease;-ms-transition:all .28s ease}.l_header .m_search .input{border-radius:32px;-webkit-border-radius:32px;margin-left:16px;padding-left:16px}.l_header.z_search-open .m_search{width:100%}.l_header.z_search-open .m_search .input{width:calc(100% - 120px)}}ul.m-pc>li>a{color:inherit;border-bottom:2px solid transparent}ul.m-pc>li>a.active,ul.m-pc>li>a:active{border-bottom:2px solid #2196f3}ul.list-v li:hover>ul.list-v,ul.m-pc li:hover>ul.list-v{display:-webkit-box;display:-moz-box;display:block}ul.nav-list-h{display:-webkit-box;display:-moz-box;display:-ms-flexbox;display:-webkit-flex;display:flex;display:flex;align-items:stretch}ul.nav-list-h>li{position:relative;justify-content:center;-webkit-justify-content:center;-khtml-justify-content:center;-moz-justify-content:center;-o-justify-content:center;-ms-justify-content:center;height:100%;line-height:2.4;border-radius:4px;-webkit-border-radius:4px}ul.nav-list-h>li>a{-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale;font-weight:600}ul.list-v{z-index:1;display:-webkit-box;display:-moz-box;display:none;position:absolute;background:var(--color-card);box-shadow:0 2px 4px 0 rgba(0,0,0,.08),0 4px 8px 0 rgba(0,0,0,.08),0 8px 16px 0 rgba(0,0,0,.08);-webkit-box-shadow:0 2px 4px 0 rgba(0,0,0,.08),0 4px 8px 0 rgba(0,0,0,.08),0 8px 16px 0 rgba(0,0,0,.08);margin-top:-6px;border-radius:4px;-webkit-border-radius:4px;padding:8px 0}ul.list-v.show{display:-webkit-box;display:-moz-box;display:block}ul.list-v hr{margin-top:8px;margin-bottom:8px}ul.list-v>li{white-space:nowrap;word-break:keep-all}ul.list-v>li.header{font-size:.78125rem;font-weight:700;line-height:2em;color:var(--color-meta);margin:8px 16px 4px}ul.list-v>li.header i{margin-right:8px}ul.list-v>li ul{margin-left:0;display:-webkit-box;display:-moz-box;display:none;margin-top:-40px}ul.list-v .aplayer-container{min-height:64px;padding:6px 16px}ul.list-v>li>a{transition:all .28s ease;-webkit-transition:all .28s ease;-khtml-transition:all 0.28s ease;-moz-transition:all .28s ease;-o-transition:all .28s ease;-ms-transition:all .28s ease;display:-webkit-box;display:-moz-box;display:block;color:var(--color-list);font-size:.875rem;font-weight:700;line-height:36px;padding:0 20px 0 16px;text-overflow:ellipsis;margin:0 4px;border-radius:4px;-webkit-border-radius:4px}@media screen and (max-width:1024px){ul.list-v>li>a{line-height:40px}}ul.list-v>li>a>i{margin-right:8px}ul.list-v>li>a.active,ul.list-v>li>a:active{color:var(--color-list-hl)}ul.list-v>li>a:hover{color:var(--color-list-hl);background:var(--color-site-bg)}.l_header .menu>ul>li>a{display:-webkit-box;display:-moz-box;display:block;padding:0 8px}.l_header .menu>ul>li>a>i{margin-right:4px}.l_header ul.nav-list-h>li{color:var(--color-list);line-height:64px}.l_header ul.nav-list-h>li>a{max-height:64px;overflow:hidden;color:inherit}.l_header ul.nav-list-h>li>a.active,.l_header ul.nav-list-h>li>a:active{color:#2196f3}.l_header ul.nav-list-h>li:hover>a{color:var(--color-list-hl)}.l_header ul.nav-list-h>li i.music{animation:rotate-effect 1.5s linear infinite;-webkit-animation:rotate-effect 1.5s linear infinite;-khtml-animation:rotate-effect 1.5s linear infinite;-moz-animation:rotate-effect 1.5s linear infinite;-o-animation:rotate-effect 1.5s linear infinite;-ms-animation:rotate-effect 1.5s linear infinite}@-moz-keyframes rotate-effect{0%{transform:rotate(0);-webkit-transform:rotate(0);-khtml-transform:rotate(0);-moz-transform:rotate(0);-o-transform:rotate(0);-ms-transform:rotate(0)}25%{transform:rotate(90deg);-webkit-transform:rotate(90deg);-khtml-transform:rotate(90deg);-moz-transform:rotate(90deg);-o-transform:rotate(90deg);-ms-transform:rotate(90deg)}50%{transform:rotate(180deg);-webkit-transform:rotate(180deg);-khtml-transform:rotate(180deg);-moz-transform:rotate(180deg);-o-transform:rotate(180deg);-ms-transform:rotate(180deg)}75%{transform:rotate(270deg);-webkit-transform:rotate(270deg);-khtml-transform:rotate(270deg);-moz-transform:rotate(270deg);-o-transform:rotate(270deg);-ms-transform:rotate(270deg)}100%{transform:rotate(360deg);-webkit-transform:rotate(360deg);-khtml-transform:rotate(360deg);-moz-transform:rotate(360deg);-o-transform:rotate(360deg);-ms-transform:rotate(360deg)}}@-webkit-keyframes rotate-effect{0%{transform:rotate(0);-webkit-transform:rotate(0);-khtml-transform:rotate(0);-moz-transform:rotate(0);-o-transform:rotate(0);-ms-transform:rotate(0)}25%{transform:rotate(90deg);-webkit-transform:rotate(90deg);-khtml-transform:rotate(90deg);-moz-transform:rotate(90deg);-o-transform:rotate(90deg);-ms-transform:rotate(90deg)}50%{transform:rotate(180deg);-webkit-transform:rotate(180deg);-khtml-transform:rotate(180deg);-moz-transform:rotate(180deg);-o-transform:rotate(180deg);-ms-transform:rotate(180deg)}75%{transform:rotate(270deg);-webkit-transform:rotate(270deg);-khtml-transform:rotate(270deg);-moz-transform:rotate(270deg);-o-transform:rotate(270deg);-ms-transform:rotate(270deg)}100%{transform:rotate(360deg);-webkit-transform:rotate(360deg);-khtml-transform:rotate(360deg);-moz-transform:rotate(360deg);-o-transform:rotate(360deg);-ms-transform:rotate(360deg)}}@-o-keyframes rotate-effect{0%{transform:rotate(0);-webkit-transform:rotate(0);-khtml-transform:rotate(0);-moz-transform:rotate(0);-o-transform:rotate(0);-ms-transform:rotate(0)}25%{transform:rotate(90deg);-webkit-transform:rotate(90deg);-khtml-transform:rotate(90deg);-moz-transform:rotate(90deg);-o-transform:rotate(90deg);-ms-transform:rotate(90deg)}50%{transform:rotate(180deg);-webkit-transform:rotate(180deg);-khtml-transform:rotate(180deg);-moz-transform:rotate(180deg);-o-transform:rotate(180deg);-ms-transform:rotate(180deg)}75%{transform:rotate(270deg);-webkit-transform:rotate(270deg);-khtml-transform:rotate(270deg);-moz-transform:rotate(270deg);-o-transform:rotate(270deg);-ms-transform:rotate(270deg)}100%{transform:rotate(360deg);-webkit-transform:rotate(360deg);-khtml-transform:rotate(360deg);-moz-transform:rotate(360deg);-o-transform:rotate(360deg);-ms-transform:rotate(360deg)}}@keyframes rotate-effect{0%{transform:rotate(0);-webkit-transform:rotate(0);-khtml-transform:rotate(0);-moz-transform:rotate(0);-o-transform:rotate(0);-ms-transform:rotate(0)}25%{transform:rotate(90deg);-webkit-transform:rotate(90deg);-khtml-transform:rotate(90deg);-moz-transform:rotate(90deg);-o-transform:rotate(90deg);-ms-transform:rotate(90deg)}50%{transform:rotate(180deg);-webkit-transform:rotate(180deg);-khtml-transform:rotate(180deg);-moz-transform:rotate(180deg);-o-transform:rotate(180deg);-ms-transform:rotate(180deg)}75%{transform:rotate(270deg);-webkit-transform:rotate(270deg);-khtml-transform:rotate(270deg);-moz-transform:rotate(270deg);-o-transform:rotate(270deg);-ms-transform:rotate(270deg)}100%{transform:rotate(360deg);-webkit-transform:rotate(360deg);-khtml-transform:rotate(360deg);-moz-transform:rotate(360deg);-o-transform:rotate(360deg);-ms-transform:rotate(360deg)}}.menu-phone li ul.list-v{right:calc(100% - .5 * 16px)}.menu-phone li ul.list-v ul{right:calc(100% - .5 * 16px)}#wrapper{max-width:1080px;margin:auto}@media screen and (min-width:2048px){#wrapper{max-width:55vw}}#wrapper .menu{-webkit-box-flex:1;-moz-box-flex:1;-webkit-flex:1 1;-ms-flex:1 1;flex:1 1;margin:0 16px 0 0}#wrapper .menu .list-v ul{left:calc(100% - .5 * 16px)}.menu-phone{display:-webkit-box;display:-moz-box;display:none;margin-top:16px;right:8px;transition:all .28s ease;-webkit-transition:all .28s ease;-khtml-transition:all 0.28s ease;-moz-transition:all .28s ease;-o-transition:all .28s ease;-ms-transition:all .28s ease}.menu-phone ul{right:calc(100% - .5 * 16px)}@media screen and (max-width:500px){.menu-phone{display:-webkit-box;display:-moz-box;display:block}}.l_header{max-width:65vw;left:calc((100% - 65vw) * .5);border-bottom-left-radius:8px;border-bottom-right-radius:8px}@media screen and (max-width:2048px){.l_header{max-width:1112px;left:calc((100% - 1112px) * .5)}}@media screen and (max-width:1112px){.l_header{left:0;border-radius:0;-webkit-border-radius:0;max-width:100%}}@media screen and (max-width:500px){.l_header .container{margin-left:0;margin-right:0}.l_header #wrapper .nav-main .title{padding-left:16px;padding-right:16px}.l_header #wrapper .nav-sub{width:100%}.l_header #wrapper .nav-sub .title{overflow-y:scroll;margin-top:2px;padding:8px 16px}.l_header #wrapper .switcher{display:-webkit-box;display:-moz-box;display:-ms-flexbox;display:-webkit-flex;display:flex;display:flex;margin-right:8px}.l_header .menu{display:-webkit-box;display:-moz-box;display:none}}@media screen and (max-width:500px){.list-v li{max-width:270px}}#u-search{display:-webkit-box;display:-moz-box;display:none;position:fixed;top:0;left:0;width:100%;height:100%;padding:60px 20px;z-index:1001}@media screen and (max-width:680px){#u-search{padding:0}}@media screen and (prefers-color-scheme:dark) and (max-width:500px){.l_header .m_search{background:var(--color-site-bg)!important}}.cover-wrapper .cover-body .subtitle{font-size:.875rem}.fa-brands.color-github,.fa-duotone.color-github,.fa-light.color-github,.fa-regular.color-github,.fa-solid.color-github,.fa-thin.color-github,.fa.color-github,.fad.color-github,.fal.color-github,.far.color-github,.fas.color-github,.iziToast>.iziToast-body .iziToast-icon.color-github{color:#000}.fa-brands.color-friends,.fa-duotone.color-friends,.fa-light.color-friends,.fa-regular.color-friends,.fa-solid.color-friends,.fa-thin.color-friends,.fa.color-friends,.fad.color-friends,.fal.color-friends,.far.color-friends,.fas.color-friends,.iziToast>.iziToast-body .iziToast-icon.color-friends{color:#d31ee9}.fa-brands.color-about,.fa-duotone.color-about,.fa-light.color-about,.fa-regular.color-about,.fa-solid.color-about,.fa-thin.color-about,.fa.color-about,.fad.color-about,.fal.color-about,.far.color-about,.fas.color-about,.iziToast>.iziToast-body .iziToast-icon.color-about{color:#0095ff}.fa-brands.color-travellings,.fa-duotone.color-travellings,.fa-light.color-travellings,.fa-regular.color-travellings,.fa-solid.color-travellings,.fa-thin.color-travellings,.fa.color-travellings,.fad.color-travellings,.fal.color-travellings,.far.color-travellings,.fas.color-travellings,.iziToast>.iziToast-body .iziToast-icon.color-travellings{color:#734ae6}mjx-container{padding:0 0!important}mjx-container:not([display=true]){padding:4px 2px 4px 6px!important}mjx-container[jax=SVG]{direction:ltr}mjx-container[jax=SVG]>svg{overflow:visible}mjx-container[jax=SVG][display=true]{display:-webkit-box;display:-moz-box;display:block;text-align:center;margin:1em 0}mjx-container[jax=SVG][justify=left]{text-align:left}mjx-container[jax=SVG][justify=right]{text-align:right}g[data-mml-node=merror]>g{fill:#f00;stroke:#f00}g[data-mml-node=merror]>rect[data-background]{fill:#ff0;stroke:none}g[data-mml-node=mtable]>line[data-line]{stroke-width:70px;fill:none}g[data-mml-node=mtable]>rect[data-frame]{stroke-width:70px;fill:none}g[data-mml-node=mtable]>.mjx-dashed{stroke-dasharray:140}g[data-mml-node=mtable]>.mjx-dotted{stroke-linecap:round;stroke-dasharray:0,140}g[data-mml-node=mtable]>svg{overflow:visible}[jax=SVG] mjx-tool{display:-webkit-box;display:-moz-box;display:inline-block;position:relative;width:0;height:0}[jax=SVG] mjx-tool>mjx-tip{position:absolute;top:0;left:0}mjx-tool>mjx-tip{display:-webkit-box;display:-moz-box;display:inline-block;padding:.2em;border:1px solid #888;font-size:70%;background-color:#f8f8f8;color:#000;box-shadow:2px 2px 5px #aaa;-webkit-box-shadow:2px 2px 5px #aaa}g[data-mml-node=maction][data-toggle]{cursor:pointer}mjx-status{display:-webkit-box;display:-moz-box;display:block;position:fixed;left:1em;bottom:1em;min-width:25%;padding:.2em .4em;border:1px solid #888;font-size:90%;background-color:#f8f8f8;color:#000}foreignObject[data-mjx-xml]{font-family:initial;line-height:normal;overflow:visible}.MathJax path{stroke-width:3}mjx-container[display=true]{overflow:auto hidden}mjx-container[display=true]+br{display:-webkit-box;display:-moz-box;display:none}</style><link rel="stylesheet" href="/css/style.css" media="print" onload='this.media="all",this.onload=null'><noscript><link rel="stylesheet" href="/css/style.css"></noscript><script>let userColorScheme=localStorage.getItem("color-scheme");userColorScheme&&document.documentElement.setAttribute("color-scheme",userColorScheme)</script><script>window.MSInputMethodContext&&document.documentMode&&document.write('<style>html{overflow-x: hidden !important;overflow-y: hidden !important;}.kill-ie{text-align:center;height: 100%;margin-top: 15%;margin-bottom: 5500%;}.kill-t{font-size: 2rem;}.kill-c{font-size: 1.2rem;}#l_header,#l_body{display: none;}</style><div class="kill-ie"><span class="kill-t"><b>抱歉，您的浏览器无法访问本站</b></span><br/><span class="kill-c">微软已经于2016年终止了对 Internet Explorer (IE) 10 及更早版本的支持，<br/>继续使用存在极大的安全隐患，请使用当代主流的浏览器进行访问。</span><br/><a target="_blank" rel="noopener" href="https://blogs.windows.com/windowsexperience/2021/05/19/the-future-of-internet-explorer-on-windows-10-is-in-microsoft-edge/"><strong>了解详情 ></strong></a></div>')</script><noscript><style>html{overflow-x:hidden!important;overflow-y:hidden!important}.kill-noscript{text-align:center;height:100%;margin-top:15%;margin-bottom:5500%}.kill-t{font-size:2rem}.kill-c{font-size:1.2rem}#l_body,#l_header{display:none}</style><div class="kill-noscript"> <span class="kill-t"><b>抱歉，您的浏览器无法访问本站</b></span><br> <span class="kill-c">本页面需要浏览器支持（启用）JavaScript</span><br> <a target="_blank" rel="external nofollow noopener noreferrer" href="https://www.baidu.com/s?wd=启用JavaScript"><strong>了解详情 ></strong></a></div></noscript><script>function volantisEventListener(e,t,n){this.type=e,this.f=t,this.ele=n}function volantisDom(e){return e||(e=document.createElement("div")),this.ele=e,this.ele.find=e=>{let t=this.ele.querySelector(e);if(t)return new volantisDom(t)},this.ele.hasClass=e=>this.ele.className.match(new RegExp("(\\s|^)"+e+"(\\s|$)")),this.ele.addClass=e=>(this.ele.classList.add(e),this.ele),this.ele.removeClass=e=>(this.ele.classList.remove(e),this.ele),this.ele.toggleClass=e=>(this.ele.hasClass(e)?this.ele.removeClass(e):this.ele.addClass(e),this.ele),this.ele.on=(e,t,n=1)=>(this.ele.addEventListener(e,t,!1),n&&volantis.EventListener.list.push(new volantisEventListener(e,t,this.ele)),this.ele),this.ele.click=(e,t)=>(this.ele.on("click",e,t),this.ele),this.ele.scroll=(e,t)=>(this.ele.on("scroll",e,t),this.ele),this.ele.html=e=>(this.ele.innerHTML=e,this.ele),this.ele.hide=e=>(this.ele.style.display="none",this.ele),this.ele.show=e=>(this.ele.style.display="block",this.ele),this.ele}function RunItem(){function e(e,t){this.name=t||volantis.getFunctionHash(e),this.run=()=>{try{e()}catch(e){console.log(e)}}}this.list=[],this.start=()=>{for(var e=0;e<this.list.length;e++)this.list[e].run()},this.push=(t,n,o=!0)=>{if("function"!=typeof t)return;let l=t;o&&(l=()=>{volantis.requestAnimationFrame(t)}),n=n||volantis.getFunctionHash(t);const i=this.list.findIndex((e=>e.name===n));-1===i?this.list.push(new e(l,n)):this.list[i]=new e(l,n)},this.remove=e=>{for(let t=0;t<this.list.length;t++){this.list[t].name==e&&this.list.splice(t,1)}}}function errorImgAvatar(e){e.src="https://static.mhuig.top/npm/volantis-static@0.0.1660614606622/media/placeholder/avatar/round/3442075.svg",e.onerror=null}function errorImgCover(e){e.src="https://static.mhuig.top/npm/volantis-static@0.0.1660614606622/media/placeholder/cover/76b86c0226ffd.svg",e.onerror=null}!function(){const e=new WeakMap,t=new Proxy({},{get(n,o){const l=e.get(t);return l?.[o]},set(n,o,l){e.has(t)||e.set(t,Object.create(null));return e.get(t)[o]=l,!0},deleteProperty(n,o){const l=e.get(t);return!(!l||!Object.prototype.hasOwnProperty.call(l,o))&&(delete l[o],0===Object.keys(l).length&&e.delete(t),!0)},ownKeys(n){const o=e.get(t);return o?Object.keys(o):[]},getOwnPropertyDescriptor(n,o){const l=e.get(t);if(l&&Object.prototype.hasOwnProperty.call(l,o))return{value:l[o],writable:!0,enumerable:!0,configurable:!0}}});Object.defineProperty(window,"volantis",{value:t,writable:!0,configurable:!0,enumerable:!0})}(),volantis.debug="false",volantis.dom={},volantis.simpleTextHash=e=>{let t=5381;for(let n=0;n<e.length;n++)t=(t<<5)+t+e.charCodeAt(n),t&=t;return t.toString(16).padStart(8,"0")},volantis.getFunctionHash=e=>{const t=e.toString();return volantis.simpleTextHash(t)},volantis.EventListener={},volantis.EventListener.list=[],volantis.EventListener.remove=()=>{volantis.EventListener.list.forEach((function(e){e.ele.removeEventListener(e.type,e.f,!1)})),volantis.EventListener.list=[]},volantis.dom.$=e=>e?new volantisDom(e):null,volantis.pjax={},volantis.pjax.method={complete:new RunItem,error:new RunItem,send:new RunItem},volantis.pjax=Object.assign(volantis.pjax,{push:volantis.pjax.method.complete.push,error:volantis.pjax.method.error.push,send:volantis.pjax.method.send.push}),volantis.rightmenu={},volantis.rightmenu.method={handle:new RunItem},volantis.rightmenu=Object.assign(volantis.rightmenu,{handle:volantis.rightmenu.method.handle.push}),volantis.dark={},volantis.dark.method={toggle:new RunItem},volantis.dark=Object.assign(volantis.dark,{push:volantis.dark.method.toggle.push}),volantis.js=(e,t)=>new Promise((n=>{setTimeout((function(){var o=document.getElementsByTagName("head")[0]||document.documentElement,l=document.createElement("script");if(l.setAttribute("type","text/javascript"),t)if(JSON.stringify(t))for(let e in t)"onload"==e?l[e]=()=>{t[e](),n()}:(l[e]=t[e],l.onload=n);else l.onload=()=>{t(),n()};else l.onload=n;l.setAttribute("src",e),o.appendChild(l)}))})),volantis.css=e=>new Promise((t=>{setTimeout((function(){var n=document.createElement("link");n.rel="stylesheet",n.href=e,n.onload=t,document.getElementsByTagName("head")[0].appendChild(n)}))})),volantis.import={jQuery:()=>"undefined"==typeof jQuery?volantis.js("https://cdn.bootcdn.net/ajax/libs/jquery/3.6.0/jquery.min.js"):new Promise((e=>{e()}))},volantis.throttle=(e,t=200)=>{let n=0;return function(...o){const l=Date.now();l-n>=t&&(e.apply(this,o),n=l)}},volantis.debounce=(e,t=200)=>{let n=null;return function(){n&&clearTimeout(n),n=setTimeout((()=>{e.apply(this,arguments),n=null}),t)}},volantis.requestAnimationFrame=e=>(window.requestAnimationFrame||(window.requestAnimationFrame=window.requestAnimationFrame||window.mozRequestAnimationFrame||window.webkitRequestAnimationFrame||function(e){return window.setTimeout(e,1e3/60)}),window.requestAnimationFrame(e)),volantis.layoutHelper=(e,t,n)=>{function o(e,t,n){volantis.tempDiv=document.createElement("div"),volantis.tempDiv.innerHTML=t;let o=document.querySelector("#layoutHelper-"+e);o&&(n&&(o.innerHTML=""),o.append(volantis.tempDiv))}n=Object.assign({clean:!1,pjax:!0},n),o(e,t,n.clean),n.pjax&&volantis.pjax.push((()=>{o(e,t,n.clean)}),"layoutHelper-"+e)},volantis.scroll={engine:new RunItem,unengine:new RunItem},volantis.scroll=Object.assign(volantis.scroll,{push:volantis.scroll.engine.push}),volantis.scroll.getScrollTop=()=>{let e;return window.pageYOffset?e=window.pageYOffset:document.compatMode&&"BackCompat"!=document.compatMode?e=document.documentElement.scrollTop:document.body&&(e=document.body.scrollTop),e},volantis.scroll.scrollHeight=function(){return Math.max(document.body.scrollHeight,document.documentElement.scrollHeight)},volantis.scroll.offsetHeight=function(){return Math.min(document.body.offsetHeight,document.documentElement.offsetHeight,document.body.clientHeight,document.documentElement.clientHeight)},volantis.scroll.progress=function(){return volantis.scroll.getScrollTop()/(volantis.scroll.scrollHeight()-volantis.scroll.offsetHeight())},volantis.scroll.handleScrollEvents=()=>{volantis.scroll.lastScrollTop=volantis.scroll.getScrollTop(),volantis.requestAnimationFrame((function e(){const t=volantis.scroll.getScrollTop();volantis.scroll.lastScrollTop!==t?(volantis.scroll.del=t-volantis.scroll.lastScrollTop,volantis.scroll.lastScrollTop=t,volantis.scroll.unengine.list=[],volantis.scroll.engine.start()):volantis.scroll.unengine.start(),volantis.requestAnimationFrame(e)}))},volantis.scroll.handleScrollEvents(),volantis.scroll.ele=null,volantis.scroll.to=(e,t={})=>{e&&(volantis.scroll.ele=e,opt={top:e.getBoundingClientRect().top+document.documentElement.scrollTop,behavior:"smooth"},"top"in t&&(opt.top=t.top),"behavior"in t&&(opt.behavior=t.behavior),"addTop"in t&&(opt.top+=t.addTop),"observerDic"in t||(t.observerDic=100),window.scrollTo(opt),t.observer&&setTimeout((()=>{volantis.scroll.ele==e&&volantis.scroll.unengine.push((()=>{let n=e.getBoundingClientRect().top;n>=-t.observerDic&&n<=t.observerDic||volantis.scroll.to(e,t),volantis.scroll.unengine.remove("unengineObserver")}),"unengineObserver")}),1e3))},volantis.cleanContentVisibility=()=>{document.querySelector(".post-story")&&(console.log("cleanContentVisibility"),document.querySelectorAll(".post-story").forEach((e=>{e.classList.remove("post-story")})))};const nativeSetTimeout=window.setTimeout,nativeSetInterval=window.setInterval,nativeClearTimeout=window.clearTimeout,nativeClearInterval=window.clearInterval;volantis.activeTimeout=[],volantis.activeInterval=[],window.setTimeout=function(e,t,...n){const o=nativeSetTimeout((function(...t){try{return e.apply(this,t)}finally{const e=volantis.activeTimeout.indexOf(o);-1!==e&&volantis.activeTimeout.splice(e,1)}}),t,...n);return volantis.activeTimeout.push(o),o},window.setInterval=function(e,t,...n){const o=nativeSetInterval(e,t,...n);return volantis.activeInterval.push(o),o},window.clearTimeout=function(e){nativeClearTimeout(e);const t=volantis.activeTimeout.indexOf(e);-1!==t&&volantis.activeTimeout.splice(t,1)},window.clearInterval=function(e){nativeClearInterval(e);const t=volantis.activeInterval.indexOf(e);-1!==t&&volantis.activeInterval.splice(t,1)},volantis.getActiveInterval=function(){return[...volantis.activeInterval]},volantis.getActiveTimeout=function(){return[...volantis.activeTimeout]},volantis.clearAllTimers=function(){volantis.getActiveInterval().forEach((function(e){clearInterval(e)})),volantis.getActiveTimeout().forEach((function(e){clearTimeout(e)}))},volantis.pjax.send(volantis.clearAllTimers,"clearAllTimers")</script><script>volantis.GLOBAL_CONFIG={root:"/",debug:!1,default:{avatar:"https://static.mhuig.top/npm/volantis-static@0.0.1660614606622/media/placeholder/avatar/round/3442075.svg",link:"https://static.mhuig.top/npm/volantis-static@0.0.1660614606622/media/placeholder/link/8f277b4ee0ecd.svg",cover:"https://static.mhuig.top/npm/volantis-static@0.0.1660614606622/media/placeholder/cover/76b86c0226ffd.svg",image:"https://static.mhuig.top/npm/volantis-static@0.0.1660614606622/media/placeholder/image/2659360.svg"},lastupdate:new Date(1779510804521),cdn:{izitoast_css:"https://cdn.bootcdn.net/ajax/libs/izitoast/1.4.0/css/iziToast.min.css",izitoast_js:"https://cdn.bootcdn.net/ajax/libs/izitoast/1.4.0/js/iziToast.min.js",fancybox_css:"https://cdn.bootcdn.net/ajax/libs/fancyapps-ui/4.0.31/fancybox.min.css",fancybox_js:"https://cdn.bootcdn.net/ajax/libs/fancyapps-ui/4.0.31/fancybox.umd.min.js"},sidebar:{for_page:["blogger","navigation","webinfo"],for_post:["toc"],webinfo:{lastupd:{enable:!1,friendlyShow:!0},runtime:{data:"2019/08/19",unit:"天"}}},plugins:{message:{enable:!1,icon:{default:"fa-solid fa-info-circle light-blue",quection:"fa-solid fa-question-circle light-blue"},time:{default:5e3,quection:2e4},position:"topRight",transitionIn:"bounceInLeft",transitionOut:"fadeOutRight",titleColor:"var(--color-text)",messageColor:"var(--color-text)",backgroundColor:"var(--color-card)",zindex:2147483647,copyright:{enable:!0,title:"知识共享许可协议",message:"请遵守 CC BY-NC-SA 4.0 协议。",icon:"far fa-copyright light-blue"},aplayer:{enable:!0,play:"fa-solid fa-play",pause:"fa-solid fa-pause"},rightmenu:{enable:!0,notice:!0}},aplayer:{id:1480000098,enable:!0}},search:{dataPath:("/".endsWith("/")?"/":"//")+"content.json"},languages:{search:{hits_empty:"找不到您查询的内容：${query}",hits_stats:"找到 ${hits} 条结果，用时 ${time} 毫秒"}}}</script><script type="application/ld+json">[{"@context":"http://schema.org","@type":"Organization","name":"MHuiG Magicland","url":"https://blog.mhuig.top/","logo":{"@type":"ImageObject","url":"/lib/favicon/android-chrome-192x192.png","width":192,"height":192}},{"@context":"http://schema.org","@type":"Person","name":"MHuiG","image":{"@type":"ImageObject","url":"/lib/favicon/android-chrome-192x192.png"},"url":"https://blog.mhuig.top/","sameAs":["https://github.com/MHuiG","https://twitter.com/iMHuiG","https://t.me/MHuiG","https://keybase.io/MHuiG"],"description":"「Be Yourself, Make a Difference.」"},{"@context":"http://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"item":{"@id":"https://blog.mhuig.top/","name":"Magicland"}},{"@type":"ListItem","position":2,"item":{"@id":"https://blog.mhuig.top/categories/数学/","name":"数学"}},{"@type":"ListItem","position":2,"item":{"@id":"https://blog.mhuig.top/categories/数学/Zeta/","name":"Zeta"}},{"@type":"ListItem","position":3,"item":{"@id":"https://blog.mhuig.top/notes/Zeta/86.html","name":"P对NP问题：计算复杂性理论的核心谜题与科学影响"}}]},{"@context":"http://schema.org","@type":"WebSite","name":"MHuiG Magicland","url":"https://blog.mhuig.top/","keywords":"MHuiG, @MHuiG, Blog, 博客, Magicland, 魔法世界","description":"宠辱不惊，看庭前花开花落；去留无意，望天上云卷云舒。「Be Yourself, Make a Difference.」 - Magic Island","author":{"@type":"Person","name":"MHuiG","image":{"@type":"ImageObject","url":"/lib/favicon/android-chrome-192x192.png"},"url":"https://blog.mhuig.top/","description":"「Be Yourself, Make a Difference.」"},"publisher":{"@type":"Organization","name":"MHuiG Magicland","url":"https://blog.mhuig.top/","logo":{"@type":"ImageObject","url":"/lib/favicon/android-chrome-192x192.png","width":192,"height":192}},"potentialAction":{"@type":"SearchAction","name":"Coco | The Cat of MHuiG","target":{"@type":"EntryPoint","urlTemplate":"https://blog.mhuig.top/havefun/Coco/?s={search_term_string}"},"query-input":"required name=search_term_string"}},{"@context":"http://schema.org","@type":"BlogPosting","headline":"P对NP问题：计算复杂性理论的核心谜题与科学影响","description":"P对NP问题探讨可高效验证解的问题是否存在高效求解算法，起源于20世纪数学基础计划，经哥德尔、图灵等人工作形成。1971年库克形式化定义P与NP类，证明SAT问题NP完全性。该问题影响密码学、人工智能等领域，触及数学推理极限，至今仍是未解科学难题。","inLanguage":"zh-Hans","mainEntityOfPage":{"@type":"WebPage","@id":"https://blog.mhuig.top/notes/Zeta/86"},"author":{"@type":"Person","name":"MHuiG","image":{"@type":"ImageObject","url":"/lib/favicon/android-chrome-192x192.png"},"url":"https://blog.mhuig.top/"},"publisher":{"@type":"Organization","name":"MHuiG Magicland","logo":{"@type":"ImageObject","url":"/lib/favicon/android-chrome-192x192.png","width":192,"height":192}},"url":"https://blog.mhuig.top/notes/Zeta/86","wordCount":0,"datePublished":"2025-12-08T03:23:00.000Z","dateModified":"2025-12-08T05:18:00.000Z","articleSection":"数学","keywords":"Math,计算复杂性,NP完全性,多项式时间","image":{"@type":"ImageObject","url":"/lib/favicon/android-chrome-192x192.png","width":192,"height":192}}]</script></head><body itemscope="" itemtype="http://schema.org/WebPage"><pjax></pjax><header itemscope="" itemtype="http://schema.org/WPHeader" id="l_header" class="l_header auto shadow floatable blur show" style="opacity:0"><div class="container"><div id="wrapper"><div class="nav-sub"><p class="title"></p><ul class="switcher nav-list-h m-phone" id="pjax-header-nav-list"><li><a id="s-comment" class="fa-solid fa-comments fa-fw" target="_self" title="comment"></a></li><li><a id="s-toc" class="s-toc fa-solid fa-list fa-fw" target="_self" title="toc"></a></li></ul></div><div class="nav-main"> <a class="title flat-box" target="_self" href="/">MHuiG</a><div class="menu navigation"><ul class="nav-list-h m-pc"><li><a class="menuitem flat-box faa-parent animated-hover" title="索引"><i class="fa-duotone fa-list-alt fa-fw"></i> 索引</a><ul class="list-v"><li><a class="menuitem flat-box faa-parent animated-hover" href="/notes/" title="便签" active-action="action-notes"><i class="fa-duotone fa-books fa-fw"></i> 便签</a></li><li><a class="menuitem flat-box faa-parent animated-hover" href="/categories/" title="分类" active-action="action-categories"><i class="fa-duotone fa-folder-open fa-fw"></i> 分类</a></li><li><a class="menuitem flat-box faa-parent animated-hover" href="/tags/" title="标签" active-action="action-tags"><i class="fa-duotone fa-tags fa-fw"></i> 标签</a></li><li><a class="menuitem flat-box faa-parent animated-hover" href="/archives/" title="归档" active-action="action-archives"><i class="fa-duotone fa-archive fa-fw"></i> 归档</a></li></ul></li><li><a class="menuitem flat-box faa-parent animated-hover" href="/pages/friends/" title="友链" active-action="action-pagesfriends"><i class="fa-duotone fa-link fa-fw"></i> 友链</a><ul class="list-v"><li><a class="menuitem flat-box faa-parent animated-hover" href="https://www.travellings.cn/go-by-clouds.html" title="Travelling" target="_blank" active-action="action-https:wwwtravellingscngo-by-cloudshtml" rel="external nofollow noopener noreferrer"><i class="fa-duotone fa-subway fa-fw"></i> Travelling</a></li></ul></li><li><a class="menuitem flat-box faa-parent animated-hover" href="/pages/about/" title="关于" active-action="action-pagesabout"><i class="fa-duotone fa-user-tie fa-fw"></i> 关于</a><ul class="list-v"><li><a class="menuitem flat-box faa-parent animated-hover" href="/pages/time-machine/" title="时光机" active-action="action-pagestime-machine"><i class="fa-duotone fa-clock fa-fw"></i> 时光机</a></li><li><a class="menuitem flat-box faa-parent animated-hover" target="_blank" rel="noopener" href="https://mhuig.top/privacy-policy/" title="隐私政策" active-action="action-https:mhuigtopprivacy-policy"><i class="fa-duotone fa-user-secret fa-fw"></i> 隐私政策</a></li></ul></li><li><a class="menuitem flat-box faa-parent animated-hover" title="更多"><i class="fa-duotone fa-fan fa-spin fa-fw"></i> 更多</a><ul class="list-v"><li><a class="menuitem flat-box faa-parent animated-hover" href="/pages/beer/" title="Sponsor" active-action="action-pagesbeer"><i class="fa-duotone fa-heart-square fa-fw"></i> Sponsor</a></li><hr><li><a class="menuitem flat-box faa-parent animated-hover" title="博客管理"><i class="fa-duotone fa-user-shield fa-fw"></i> 博客管理</a><ul class="list-v"><li><a class="menuitem flat-box header toggle-mode-btn"><i class="fa-duotone fa-bat fa-fw"></i> 暗黑模式</a></li><li></li><li><a class="menuitem flat-box faa-parent animated-hover" href="/pages/rss/" title="RSS订阅" active-action="action-pagesrss"><i class="fa-duotone fa-rss fa-fw"></i> RSS订阅</a></li><li><a class="menuitem flat-box faa-parent animated-hover" href="/sitemap.xml" title="站点地图" active-action="action-sitemapxml"><i class="fa-duotone fa-sitemap fa-fw"></i> 站点地图</a></li><li><a class="menuitem flat-box faa-parent animated-hover" target="_blank" rel="external nofollow noopener noreferrer" href="https://mhuig.instatus.com/" title="Monitors" active-action="action-https:mhuiginstatuscom"><i class="fa-duotone fa-telescope fa-fw"></i> Monitors</a></li><li><a class="menuitem flat-box faa-parent animated-hover" target="_blank" rel="external nofollow noopener noreferrer" href="https://ssl.mhuig.top/" title="SSL Status" active-action="action-https:sslmhuigtop"><i class="fa-brands fa-expeditedssl fa-fw"></i> SSL Status</a></li></ul></li><hr><li><a class="menuitem flat-box faa-parent animated-hover" title="工具箱"><i class="fa-duotone fa-tools fa-fw"></i> 工具箱</a><ul class="list-v"><li><a class="menuitem flat-box faa-parent animated-hover" target="_blank" rel="external nofollow noopener noreferrer" href="https://rssbox.mhuig.top/" title="RSS Box" active-action="action-https:rssboxmhuigtop"><i class="fa-duotone fa-conveyor-belt-boxes fa-fw"></i> RSS Box</a></li><li><a class="menuitem flat-box faa-parent animated-hover" href="/havefun/Coco/" title="My Cat" active-action="action-havefunCoco"><i class="fa-duotone fa-cat fa-fw"></i> My Cat</a></li><li><a class="menuitem flat-box"><i class="fa-duotone fa-compact-disc fa-spin fa-fw music"></i> Music</a><ul class="list-v"><li><div class="aplayer-container"><div class="aplayer-local"></div></div></li></ul></li><li></li><li><a class="menuitem flat-box faa-parent animated-hover" href="/pages/talk/" title="碎言碎语" active-action="action-pagestalk"><i class="fa-duotone fa-comments fa-fw"></i> 碎言碎语</a></li></ul></li><hr><li><a class="menuitem flat-box faa-parent animated-hover" target="_blank" rel="external nofollow noopener noreferrer" href="https://github.com/MHuiG" title="GitHub" active-action="action-https:githubcomMHuiG"><i class="fa-brands fa-github fa-fw"></i> GitHub</a></li></ul></li></ul></div><div class="m_search"><form name="searchform" class="form u-search-form"><i class="icon fa-solid fa-search fa-fw"></i> <input type="text" class="input u-search-input" placeholder="Search..."></form></div><ul class="switcher nav-list-h m-phone"><li><a class="s-search fa-solid fa-search fa-fw" target="_self" title="search"></a></li><li><a class="s-menu fa-solid fa-bars fa-fw" target="_self" title="menu"></a><ul class="menu-phone list-v navigation white-box"><li><a class="menuitem flat-box faa-parent animated-hover" title="索引"><i class="fa-duotone fa-list-alt fa-fw"></i> 索引</a><ul class="list-v"><li><a class="menuitem flat-box faa-parent animated-hover" href="/notes/" title="便签" active-action="action-notes"><i class="fa-duotone fa-books fa-fw"></i> 便签</a></li><li><a class="menuitem flat-box faa-parent animated-hover" href="/categories/" title="分类" active-action="action-categories"><i class="fa-duotone fa-folder-open fa-fw"></i> 分类</a></li><li><a class="menuitem flat-box faa-parent animated-hover" href="/tags/" title="标签" active-action="action-tags"><i class="fa-duotone fa-tags fa-fw"></i> 标签</a></li><li><a class="menuitem flat-box faa-parent animated-hover" href="/archives/" title="归档" active-action="action-archives"><i class="fa-duotone fa-archive fa-fw"></i> 归档</a></li></ul></li><li><a class="menuitem flat-box faa-parent animated-hover" href="/pages/friends/" title="友链" active-action="action-pagesfriends"><i class="fa-duotone fa-link fa-fw"></i> 友链</a><ul class="list-v"><li><a class="menuitem flat-box faa-parent animated-hover" href="https://www.travellings.cn/go-by-clouds.html" title="Travelling" target="_blank" active-action="action-https:wwwtravellingscngo-by-cloudshtml" rel="external nofollow noopener noreferrer"><i class="fa-duotone fa-subway fa-fw"></i> Travelling</a></li></ul></li><li><a class="menuitem flat-box faa-parent animated-hover" href="/pages/about/" title="关于" active-action="action-pagesabout"><i class="fa-duotone fa-user-tie fa-fw"></i> 关于</a><ul class="list-v"><li><a class="menuitem flat-box faa-parent animated-hover" href="/pages/time-machine/" title="时光机" active-action="action-pagestime-machine"><i class="fa-duotone fa-clock fa-fw"></i> 时光机</a></li><li><a class="menuitem flat-box faa-parent animated-hover" target="_blank" rel="noopener" href="https://mhuig.top/privacy-policy/" title="隐私政策" active-action="action-https:mhuigtopprivacy-policy"><i class="fa-duotone fa-user-secret fa-fw"></i> 隐私政策</a></li></ul></li><li><a class="menuitem flat-box faa-parent animated-hover" title="更多"><i class="fa-duotone fa-fan fa-spin fa-fw"></i> 更多</a><ul class="list-v"><li><a class="menuitem flat-box faa-parent animated-hover" href="/pages/beer/" title="Sponsor" active-action="action-pagesbeer"><i class="fa-duotone fa-heart-square fa-fw"></i> Sponsor</a></li><hr><li><a class="menuitem flat-box faa-parent animated-hover" title="博客管理"><i class="fa-duotone fa-user-shield fa-fw"></i> 博客管理</a><ul class="list-v"><li><a class="menuitem flat-box header toggle-mode-btn"><i class="fa-duotone fa-bat fa-fw"></i> 暗黑模式</a></li><li></li><li><a class="menuitem flat-box faa-parent animated-hover" href="/pages/rss/" title="RSS订阅" active-action="action-pagesrss"><i class="fa-duotone fa-rss fa-fw"></i> RSS订阅</a></li><li><a class="menuitem flat-box faa-parent animated-hover" href="/sitemap.xml" title="站点地图" active-action="action-sitemapxml"><i class="fa-duotone fa-sitemap fa-fw"></i> 站点地图</a></li><li><a class="menuitem flat-box faa-parent animated-hover" target="_blank" rel="external nofollow noopener noreferrer" href="https://mhuig.instatus.com/" title="Monitors" active-action="action-https:mhuiginstatuscom"><i class="fa-duotone fa-telescope fa-fw"></i> Monitors</a></li><li><a class="menuitem flat-box faa-parent animated-hover" target="_blank" rel="external nofollow noopener noreferrer" href="https://ssl.mhuig.top/" title="SSL Status" active-action="action-https:sslmhuigtop"><i class="fa-brands fa-expeditedssl fa-fw"></i> SSL Status</a></li></ul></li><hr><li><a class="menuitem flat-box faa-parent animated-hover" title="工具箱"><i class="fa-duotone fa-tools fa-fw"></i> 工具箱</a><ul class="list-v"><li><a class="menuitem flat-box faa-parent animated-hover" target="_blank" rel="external nofollow noopener noreferrer" href="https://rssbox.mhuig.top/" title="RSS Box" active-action="action-https:rssboxmhuigtop"><i class="fa-duotone fa-conveyor-belt-boxes fa-fw"></i> RSS Box</a></li><li><a class="menuitem flat-box faa-parent animated-hover" href="/havefun/Coco/" title="My Cat" active-action="action-havefunCoco"><i class="fa-duotone fa-cat fa-fw"></i> My Cat</a></li><li><a class="menuitem flat-box faa-parent animated-hover" href="/pages/talk/" title="碎言碎语" active-action="action-pagestalk"><i class="fa-duotone fa-comments fa-fw"></i> 碎言碎语</a></li></ul></li><hr><li><a class="menuitem flat-box faa-parent animated-hover" target="_blank" rel="external nofollow noopener noreferrer" href="https://github.com/MHuiG" title="GitHub" active-action="action-https:githubcomMHuiG"><i class="fa-brands fa-github fa-fw"></i> GitHub</a></li></ul></li></ul></li></ul></div></div></div></header><div id="l_body"><div id="l_cover"><div id="none" class="cover-wrapper docs featured" style="display:none"><div class="cover-bg lazyload placeholder" data-bg=""></div><div class="cover-body"><div class="top"><p class="title">Magicland</p><p class="subtitle">「看庭前花开花落,望天上云卷云舒」</p></div><div class="bottom"><div class="menu navigation"><div class="list-h"><a target="_blank" rel="external nofollow noopener noreferrer" href="https://github.com/MHuiG" active-action="action-https:githubcomMHuiG"><i class="fa-brands fa-github color-github fa-fw"></i><p>Github</p></a><a href="/pages/friends/" active-action="action-pagesfriends"><i class="fa-duotone fa-link color-friends fa-fw"></i><p>友链</p></a><a href="/pages/about/" active-action="action-pagesabout"><i class="fa-duotone fa-user-tie color-about fa-fw"></i><p>关于</p></a><a href="https://www.travellings.cn/go-by-clouds.html" target="_blank" active-action="action-https:wwwtravellingscngo-by-cloudshtml" rel="external nofollow noopener noreferrer"><i class="fa-duotone fa-subway color-travellings fa-fw"></i><p>Travelling</p></a></div></div></div></div><div id="scroll-down" style="display:none"><i class="fa fa-chevron-down scroll-down-effects"></i></div></div></div><div id="safearea"><div class="body-wrapper"><div id="l_main" class=""><article itemscope="" itemtype="http://schema.org/Article" class="article post white-box reveal md shadow floatable blur article-type-docs" id="docs" itemprop="blogPost"><link itemprop="mainEntityOfPage" href="https://blog.mhuig.top/notes/Zeta/86"><span hidden="" itemprop="publisher" itemscope="" itemtype="http://schema.org/Organization"><meta itemprop="name" content="Magicland"></span><span hidden="" itemprop="post" itemscope="" itemtype="http://schema.org/CreativeWork"><meta itemprop="name" content="P对NP问题：计算复杂性理论的核心谜题与科学影响"><meta itemprop="description" content="P对NP问题探讨可高效验证解的问题是否存在高效求解算法，起源于20世纪数学基础计划，经哥德尔、图灵等人工作形成。1971年库克形式化定义P与NP类，证明SAT问题NP完全性。该问题影响密码学、人工智能等领域，触及数学推理极限，至今仍是未解科学难题。"></span><span hidden=""><meta itemprop="image" content="/lib/favicon/android-chrome-192x192.png"></span><div class="article-meta" id="top"><span hidden="" itemprop="name headline"></span></div><div id="layoutHelper-page-plugins"></div><div id="post-body" itemprop="articleBody"><p> <span class="p logo center large">P 对 NP 问题：计算复杂性的终极谜题</span></p><br><h1 hidden="">P 对 NP 问题：计算复杂性的终极谜题</h1><div class="story post-story"><h2 id="问题背景与历史渊源"><a href="#问题背景与历史渊源" class="headerlink" title="问题背景与历史渊源"></a>问题背景与历史渊源</h2><p>P 对 NP 问题的起源可追溯至 20 世纪初希尔伯特的数学基础计划，该计划试图构建一个一致、完备且可判定的数学体系。1931 年，哥德尔不完备定理揭示了形式化数学推理的局限性，证明任何足够强大的公理系统都无法同时满足一致性和完备性。1936 年，图灵提出 “可计算性” 概念，通过图灵机模型将算法问题转化为数学对象，并证明存在不可判定问题（如停机问题），为计算复杂性理论奠定了基础。</p><p>20 世纪 60 年代，计算机科学家开始关注问题的 “求解效率” 而非 “是否可解”。1971 年，库克在论文《The complexity of theorem-proving procedures》中首次形式化定义了 P 与 NP 类，并证明布尔可满足性问题（SAT）是 NP 完全的，即任何 NP 问题都可多项式时间归约到 SAT。同年，苏联学者列文独立证明了类似结果，而卡普在 1972 年进一步证明了 21 个经典问题（如哈密顿路径、旅行商问题）的 NP 完全性，确立了 NP 完全问题的普适性。</p><p>这一发现揭示了一个深刻矛盾：为何许多可高效验证解的问题（如数独、密码破解）却找不到高效求解算法？P 对 NP 问题的核心即在于此：如果一个问题的解可在多项式时间内验证（NP），是否意味着它也可在多项式时间内求解（P）？</p></div><div class="story post-story"><h2 id="核心定义与数学表述"><a href="#核心定义与数学表述" class="headerlink" title="核心定义与数学表述"></a>核心定义与数学表述</h2><h3 id="复杂性类P"><a href="#复杂性类P" class="headerlink" title="复杂性类P"></a>复杂性类 P</h3><p>P 类包含所有可由确定性图灵机在多项式时间内求解的问题。设问题输入规模为<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.025ex" xmlns="http://www.w3.org/2000/svg" width="1.357ex" height="1.025ex" role="img" focusable="false" viewBox="0 -442 600 453"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="n"><g data-mml-node="mi" data-latex="n"><path data-c="1D45B" d="M537 137C514 58 481 18 440 18 427 18 420 28 420 47 420 61 426 84 438 115 478 224 498 296 498 333 498 403 451 442 381 442 322 442 271 416 230 363 222 407 187 442 136 442 80 442 58 390 44 345 34 313 29 294 29 287 29 278 34 273 45 273 50 273 53 274 56 276 61 285 64 292 65 299 83 375 106 413 133 413 151 413 160 399 160 371 160 358 155 331 144 290L87 63C84 50 78 24 78 19 78-1 89-11 111-11 130-11 144-1 151 19 153 24 159 49 170 92L191 181 221 295C232 318 249 341 270 365 299 397 335 413 378 413 411 413 427 391 427 348 427 310 406 234 363 120 356 102 353 87 353 74 353 25 390-11 438-11 482-11 517 14 542 64 561 104 571 131 571 144 571 153 566 158 555 158 552 158 537 149 537 137Z"></path></g></g></g></svg></mjx-container> ，则存在多项式<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="4.71ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 2082 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="T(n) = \mathcal{O}(n^k)"><g data-mml-node="mi" data-latex="T"><path data-c="1D447" d="M344 631C344 628 343 621 340 611L208 83C204 68 200 59 197 55 188 44 154 39 94 39 63 39 49 42 49 16 49 5 56 0 69 0 120 0 192 4 235 3L317 2C331 2 386 0 403 0 420 0 428 8 428 24 428 34 416 39 391 39 339 39 309 41 300 46 297 48 295 52 295 58L430 603C433 617 436 626 439 629 443 635 467 638 511 638 566 638 604 634 623 625 642 616 652 595 652 561 652 543 649 517 644 483 642 475 641 469 641 464 641 453 646 447 657 447 666 447 672 456 675 473L702 645C703 650 704 656 704 662 704 672 694 677 673 677L125 677C99 677 97 674 89 655L30 481C27 472 25 466 24 462 24 452 29 447 40 447 48 447 55 455 60 470 85 543 110 588 133 607 159 628 209 638 282 638L321 638C332 638 344 639 344 631Z"></path></g><g data-mml-node="mo" data-latex="(" transform="translate(704,0)"><path data-c="28" d="M318-248C327-248 332-243 332-234 332-231 330-227 327-223 275-183 233-117 202-26 175 53 161 131 161 208L161 292C161 369 175 447 202 526 233 617 275 683 327 723 330 726 332 730 332 734 332 743 327 748 318 748 317 748 314 747 311 745 251 699 201 631 160 540 121 453 101 371 101 292L101 208C101 129 121 47 160-40 201-131 251-199 311-245 314-247 317-248 318-248Z"></path></g><g data-mml-node="mi" data-latex="n" transform="translate(1093,0)"><path data-c="1D45B" d="M537 137C514 58 481 18 440 18 427 18 420 28 420 47 420 61 426 84 438 115 478 224 498 296 498 333 498 403 451 442 381 442 322 442 271 416 230 363 222 407 187 442 136 442 80 442 58 390 44 345 34 313 29 294 29 287 29 278 34 273 45 273 50 273 53 274 56 276 61 285 64 292 65 299 83 375 106 413 133 413 151 413 160 399 160 371 160 358 155 331 144 290L87 63C84 50 78 24 78 19 78-1 89-11 111-11 130-11 144-1 151 19 153 24 159 49 170 92L191 181 221 295C232 318 249 341 270 365 299 397 335 413 378 413 411 413 427 391 427 348 427 310 406 234 363 120 356 102 353 87 353 74 353 25 390-11 438-11 482-11 517 14 542 64 561 104 571 131 571 144 571 153 566 158 555 158 552 158 537 149 537 137Z"></path></g><g data-mml-node="mo" data-latex=")" transform="translate(1693,0)"><path data-c="29" d="M78-245C138-199 188-131 229-40 268 47 288 129 288 208L288 292C288 371 268 453 229 540 188 631 138 699 78 745 75 747 72 748 71 748 62 748 57 743 57 734 57 730 59 726 62 723 114 683 156 617 187 526 214 447 228 369 228 292L228 208C228 131 214 53 187-26 156-117 114-183 62-223 59-227 57-231 57-234 57-243 62-248 71-248 72-248 75-247 78-245Z"></path></g></g></g></svg><mjx-break size="4"></mjx-break><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="8.109ex" height="2.497ex" role="img" focusable="false" viewBox="0 -853.7 3584.2 1103.7"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="T(n) = \mathcal{O}(n^k)"><g data-mml-node="mo" data-latex="="><path data-c="3D" d="M698 367 80 367C64 367 56 359 56 344 56 329 64 321 80 321L698 321C714 321 722 329 722 344 722 356 711 367 698 367M698 179 80 179C64 179 56 171 56 156 56 141 64 133 80 133L698 133C714 133 722 141 722 156 722 169 711 179 698 179Z"></path></g><g data-mml-node="TeXAtom" data-latex="\mathcal{O}" data-mjx-texclass="ORD" transform="translate(1055.8,0)"><g data-mml-node="mi" data-latex="O"><path data-c="4F" d="M583 525C583 424 528 266 490 194 429 83 352 28 258 28 211 28 174 46 147 83 129 108 120 144 120 193 120 238 127 290 142 349 172 472 233 570 324 643L308 660C283 647 264 634 249 622 154 545 90 442 57 312 46 270 41 230 41 192 41 134 53 88 78 55 115 6 163-18 223-18 372-18 485 51 562 190 605 268 663 421 659 530 656 621 605 686 514 686 402 686 321 596 299 505 290 472 292 448 304 432 311 421 322 415 338 415 365 415 382 427 389 451 394 467 394 480 387 489 372 508 365 526 365 542 365 570 380 595 411 616 439 635 468 645 497 645 558 645 583 584 583 525Z"></path></g></g><g data-mml-node="mo" data-latex="(" transform="translate(1754.8,0)"><path data-c="28" d="M318-248C327-248 332-243 332-234 332-231 330-227 327-223 275-183 233-117 202-26 175 53 161 131 161 208L161 292C161 369 175 447 202 526 233 617 275 683 327 723 330 726 332 730 332 734 332 743 327 748 318 748 317 748 314 747 311 745 251 699 201 631 160 540 121 453 101 371 101 292L101 208C101 129 121 47 160-40 201-131 251-199 311-245 314-247 317-248 318-248Z"></path></g><g data-mml-node="msup" data-latex="n^k" transform="translate(2143.8,0)"><g data-mml-node="mi" data-latex="n"><path data-c="1D45B" d="M537 137C514 58 481 18 440 18 427 18 420 28 420 47 420 61 426 84 438 115 478 224 498 296 498 333 498 403 451 442 381 442 322 442 271 416 230 363 222 407 187 442 136 442 80 442 58 390 44 345 34 313 29 294 29 287 29 278 34 273 45 273 50 273 53 274 56 276 61 285 64 292 65 299 83 375 106 413 133 413 151 413 160 399 160 371 160 358 155 331 144 290L87 63C84 50 78 24 78 19 78-1 89-11 111-11 130-11 144-1 151 19 153 24 159 49 170 92L191 181 221 295C232 318 249 341 270 365 299 397 335 413 378 413 411 413 427 391 427 348 427 310 406 234 363 120 356 102 353 87 353 74 353 25 390-11 438-11 482-11 517 14 542 64 561 104 571 131 571 144 571 153 566 158 555 158 552 158 537 149 537 137Z"></path></g><g data-mml-node="mi" transform="translate(633,363) scale(0.707)" data-latex="k"><path data-c="1D458" d="M409 353C409 327 423 314 450 314 485 314 508 345 508 379 508 418 476 445 437 445 392 445 344 415 291 356 250 311 217 282 190 269L291 679C289 688 287 694 274 694 242 694 166 685 154 684 139 682 132 675 132 660 132 650 141 645 159 645 178 645 204 646 204 632L59 43C56 32 55 25 55 21 55 0 66-11 87-11 104-11 117-3 124 12 129 21 147 92 179 226 231 221 286 196 286 146 286 131 279 101 279 91 279 34 316-11 373-11 431-11 470 41 490 145 490 154 485 159 475 159 466 159 460 152 457 138 435 59 408 19 375 19 357 19 348 33 348 61 348 77 360 131 360 147 360 204 314 239 221 253 244 269 270 292 298 322 326 352 346 371 359 382 386 404 412 415 435 415 445 415 453 413 459 409 432 404 409 379 409 353Z"></path></g></g><g data-mml-node="mo" data-latex=")" transform="translate(3195.2,0)"><path data-c="29" d="M78-245C138-199 188-131 229-40 268 47 288 129 288 208L288 292C288 371 268 453 229 540 188 631 138 699 78 745 75 747 72 748 71 748 62 748 57 743 57 734 57 730 59 726 62 723 114 683 156 617 187 526 214 447 228 369 228 292L228 208C228 131 214 53 187-26 156-117 114-183 62-223 59-227 57-231 57-234 57-243 62-248 71-248 72-248 75-247 78-245Z"></path></g></g></g></svg></mjx-container> （<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.025ex" xmlns="http://www.w3.org/2000/svg" width="1.179ex" height="1.595ex" role="img" focusable="false" viewBox="0 -694 521 705"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="k"><g data-mml-node="mi" data-latex="k"><path data-c="1D458" d="M409 353C409 327 423 314 450 314 485 314 508 345 508 379 508 418 476 445 437 445 392 445 344 415 291 356 250 311 217 282 190 269L291 679C289 688 287 694 274 694 242 694 166 685 154 684 139 682 132 675 132 660 132 650 141 645 159 645 178 645 204 646 204 632L59 43C56 32 55 25 55 21 55 0 66-11 87-11 104-11 117-3 124 12 129 21 147 92 179 226 231 221 286 196 286 146 286 131 279 101 279 91 279 34 316-11 373-11 431-11 470 41 490 145 490 154 485 159 475 159 466 159 460 152 457 138 435 59 408 19 375 19 357 19 348 33 348 61 348 77 360 131 360 147 360 204 314 239 221 253 244 269 270 292 298 322 326 352 346 371 359 382 386 404 412 415 435 415 445 415 453 413 459 409 432 404 409 379 409 353Z"></path></g></g></g></svg></mjx-container> 为常数），使得求解算法的运行时间不超过<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.561ex" xmlns="http://www.w3.org/2000/svg" width="4.71ex" height="2.253ex" role="img" focusable="false" viewBox="0 -748 2082 996"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="T(n)"><g data-mml-node="mi" data-latex="T"><path data-c="1D447" d="M344 631C344 628 343 621 340 611L208 83C204 68 200 59 197 55 188 44 154 39 94 39 63 39 49 42 49 16 49 5 56 0 69 0 120 0 192 4 235 3L317 2C331 2 386 0 403 0 420 0 428 8 428 24 428 34 416 39 391 39 339 39 309 41 300 46 297 48 295 52 295 58L430 603C433 617 436 626 439 629 443 635 467 638 511 638 566 638 604 634 623 625 642 616 652 595 652 561 652 543 649 517 644 483 642 475 641 469 641 464 641 453 646 447 657 447 666 447 672 456 675 473L702 645C703 650 704 656 704 662 704 672 694 677 673 677L125 677C99 677 97 674 89 655L30 481C27 472 25 466 24 462 24 452 29 447 40 447 48 447 55 455 60 470 85 543 110 588 133 607 159 628 209 638 282 638L321 638C332 638 344 639 344 631Z"></path></g><g data-mml-node="mo" data-latex="(" transform="translate(704,0)"><path data-c="28" d="M318-248C327-248 332-243 332-234 332-231 330-227 327-223 275-183 233-117 202-26 175 53 161 131 161 208L161 292C161 369 175 447 202 526 233 617 275 683 327 723 330 726 332 730 332 734 332 743 327 748 318 748 317 748 314 747 311 745 251 699 201 631 160 540 121 453 101 371 101 292L101 208C101 129 121 47 160-40 201-131 251-199 311-245 314-247 317-248 318-248Z"></path></g><g data-mml-node="mi" data-latex="n" transform="translate(1093,0)"><path data-c="1D45B" d="M537 137C514 58 481 18 440 18 427 18 420 28 420 47 420 61 426 84 438 115 478 224 498 296 498 333 498 403 451 442 381 442 322 442 271 416 230 363 222 407 187 442 136 442 80 442 58 390 44 345 34 313 29 294 29 287 29 278 34 273 45 273 50 273 53 274 56 276 61 285 64 292 65 299 83 375 106 413 133 413 151 413 160 399 160 371 160 358 155 331 144 290L87 63C84 50 78 24 78 19 78-1 89-11 111-11 130-11 144-1 151 19 153 24 159 49 170 92L191 181 221 295C232 318 249 341 270 365 299 397 335 413 378 413 411 413 427 391 427 348 427 310 406 234 363 120 356 102 353 87 353 74 353 25 390-11 438-11 482-11 517 14 542 64 561 104 571 131 571 144 571 153 566 158 555 158 552 158 537 149 537 137Z"></path></g><g data-mml-node="mo" data-latex=")" transform="translate(1693,0)"><path data-c="29" d="M78-245C138-199 188-131 229-40 268 47 288 129 288 208L288 292C288 371 268 453 229 540 188 631 138 699 78 745 75 747 72 748 71 748 62 748 57 743 57 734 57 730 59 726 62 723 114 683 156 617 187 526 214 447 228 369 228 292L228 208C228 131 214 53 187-26 156-117 114-183 62-223 59-227 57-231 57-234 57-243 62-248 71-248 72-248 75-247 78-245Z"></path></g></g></g></svg></mjx-container> 。例如，欧拉路径问题可通过 Hierholzer 算法在<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.561ex" xmlns="http://www.w3.org/2000/svg" width="4.699ex" height="2.253ex" role="img" focusable="false" viewBox="0 -748 2077 996"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="\mathcal{O}(n)"><g data-mml-node="TeXAtom" data-latex="\mathcal{O}" data-mjx-texclass="ORD"><g data-mml-node="mi" data-latex="O"><path data-c="4F" d="M583 525C583 424 528 266 490 194 429 83 352 28 258 28 211 28 174 46 147 83 129 108 120 144 120 193 120 238 127 290 142 349 172 472 233 570 324 643L308 660C283 647 264 634 249 622 154 545 90 442 57 312 46 270 41 230 41 192 41 134 53 88 78 55 115 6 163-18 223-18 372-18 485 51 562 190 605 268 663 421 659 530 656 621 605 686 514 686 402 686 321 596 299 505 290 472 292 448 304 432 311 421 322 415 338 415 365 415 382 427 389 451 394 467 394 480 387 489 372 508 365 526 365 542 365 570 380 595 411 616 439 635 468 645 497 645 558 645 583 584 583 525Z"></path></g></g><g data-mml-node="mo" data-latex="(" transform="translate(699,0)"><path data-c="28" d="M318-248C327-248 332-243 332-234 332-231 330-227 327-223 275-183 233-117 202-26 175 53 161 131 161 208L161 292C161 369 175 447 202 526 233 617 275 683 327 723 330 726 332 730 332 734 332 743 327 748 318 748 317 748 314 747 311 745 251 699 201 631 160 540 121 453 101 371 101 292L101 208C101 129 121 47 160-40 201-131 251-199 311-245 314-247 317-248 318-248Z"></path></g><g data-mml-node="mi" data-latex="n" transform="translate(1088,0)"><path data-c="1D45B" d="M537 137C514 58 481 18 440 18 427 18 420 28 420 47 420 61 426 84 438 115 478 224 498 296 498 333 498 403 451 442 381 442 322 442 271 416 230 363 222 407 187 442 136 442 80 442 58 390 44 345 34 313 29 294 29 287 29 278 34 273 45 273 50 273 53 274 56 276 61 285 64 292 65 299 83 375 106 413 133 413 151 413 160 399 160 371 160 358 155 331 144 290L87 63C84 50 78 24 78 19 78-1 89-11 111-11 130-11 144-1 151 19 153 24 159 49 170 92L191 181 221 295C232 318 249 341 270 365 299 397 335 413 378 413 411 413 427 391 427 348 427 310 406 234 363 120 356 102 353 87 353 74 353 25 390-11 438-11 482-11 517 14 542 64 561 104 571 131 571 144 571 153 566 158 555 158 552 158 537 149 537 137Z"></path></g><g data-mml-node="mo" data-latex=")" transform="translate(1688,0)"><path data-c="29" d="M78-245C138-199 188-131 229-40 268 47 288 129 288 208L288 292C288 371 268 453 229 540 188 631 138 699 78 745 75 747 72 748 71 748 62 748 57 743 57 734 57 730 59 726 62 723 114 683 156 617 187 526 214 447 228 369 228 292L228 208C228 131 214 53 187-26 156-117 114-183 62-223 59-227 57-231 57-234 57-243 62-248 71-248 72-248 75-247 78-245Z"></path></g></g></g></svg></mjx-container> 时间内求解，故属于 P。</p><h3 id="复杂性类NP"><a href="#复杂性类NP" class="headerlink" title="复杂性类NP"></a>复杂性类 NP</h3><p>NP 类包含所有可由非确定性图灵机在多项式时间内求解的问题，或等价地，解可在多项式时间内验证的问题。非确定性图灵机的特点是在分支点可同时探索所有可能路径，故能 “猜测” 解并验证其正确性。例如，哈密顿路径问题的解（一条路径）可通过遍历节点在<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.561ex" xmlns="http://www.w3.org/2000/svg" width="4.699ex" height="2.253ex" role="img" focusable="false" viewBox="0 -748 2077 996"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="\mathcal{O}(n)"><g data-mml-node="TeXAtom" data-latex="\mathcal{O}" data-mjx-texclass="ORD"><g data-mml-node="mi" data-latex="O"><path data-c="4F" d="M583 525C583 424 528 266 490 194 429 83 352 28 258 28 211 28 174 46 147 83 129 108 120 144 120 193 120 238 127 290 142 349 172 472 233 570 324 643L308 660C283 647 264 634 249 622 154 545 90 442 57 312 46 270 41 230 41 192 41 134 53 88 78 55 115 6 163-18 223-18 372-18 485 51 562 190 605 268 663 421 659 530 656 621 605 686 514 686 402 686 321 596 299 505 290 472 292 448 304 432 311 421 322 415 338 415 365 415 382 427 389 451 394 467 394 480 387 489 372 508 365 526 365 542 365 570 380 595 411 616 439 635 468 645 497 645 558 645 583 584 583 525Z"></path></g></g><g data-mml-node="mo" data-latex="(" transform="translate(699,0)"><path data-c="28" d="M318-248C327-248 332-243 332-234 332-231 330-227 327-223 275-183 233-117 202-26 175 53 161 131 161 208L161 292C161 369 175 447 202 526 233 617 275 683 327 723 330 726 332 730 332 734 332 743 327 748 318 748 317 748 314 747 311 745 251 699 201 631 160 540 121 453 101 371 101 292L101 208C101 129 121 47 160-40 201-131 251-199 311-245 314-247 317-248 318-248Z"></path></g><g data-mml-node="mi" data-latex="n" transform="translate(1088,0)"><path data-c="1D45B" d="M537 137C514 58 481 18 440 18 427 18 420 28 420 47 420 61 426 84 438 115 478 224 498 296 498 333 498 403 451 442 381 442 322 442 271 416 230 363 222 407 187 442 136 442 80 442 58 390 44 345 34 313 29 294 29 287 29 278 34 273 45 273 50 273 53 274 56 276 61 285 64 292 65 299 83 375 106 413 133 413 151 413 160 399 160 371 160 358 155 331 144 290L87 63C84 50 78 24 78 19 78-1 89-11 111-11 130-11 144-1 151 19 153 24 159 49 170 92L191 181 221 295C232 318 249 341 270 365 299 397 335 413 378 413 411 413 427 391 427 348 427 310 406 234 363 120 356 102 353 87 353 74 353 25 390-11 438-11 482-11 517 14 542 64 561 104 571 131 571 144 571 153 566 158 555 158 552 158 537 149 537 137Z"></path></g><g data-mml-node="mo" data-latex=")" transform="translate(1688,0)"><path data-c="29" d="M78-245C138-199 188-131 229-40 268 47 288 129 288 208L288 292C288 371 268 453 229 540 188 631 138 699 78 745 75 747 72 748 71 748 62 748 57 743 57 734 57 730 59 726 62 723 114 683 156 617 187 526 214 447 228 369 228 292L228 208C228 131 214 53 187-26 156-117 114-183 62-223 59-227 57-231 57-234 57-243 62-248 71-248 72-248 75-247 78-245Z"></path></g></g></g></svg></mjx-container> 时间内验证，故属于 NP。</p><h3 id="NP完全性与归约"><a href="#NP完全性与归约" class="headerlink" title="NP完全性与归约"></a>NP 完全性与归约</h3><p>若问题<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:0" xmlns="http://www.w3.org/2000/svg" width="1.697ex" height="1.62ex" role="img" focusable="false" viewBox="0 -716 750 716"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="A"><g data-mml-node="mi" data-latex="A"><path data-c="1D434" d="M137 3C155 3 217 0 236 0 251 0 258 8 258 23 258 32 252 38 239 39 210 40 196 50 196 69 196 78 205 98 224 128 251 173 270 206 283 228L526 228C526 221 527 207 530 185 537 112 541 72 541 67 541 48 519 39 474 39 455 39 446 31 446 15 446 5 452 0 464 0 488 0 564 3 588 3 608 3 679 0 699 0 714 0 721 8 721 24 721 34 712 39 694 39 666 39 649 41 644 44 639 47 635 56 634 71L574 689C571 708 572 716 551 716 539 716 529 710 522 697L178 120C148 70 108 43 59 39 43 38 35 30 35 15 35 5 41 0 52 0 68 0 121 3 137 3M492 577 522 267 307 267Z"></path></g></g></g></svg></mjx-container> 满足：（1）<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="1.697ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 750 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="A \in NP"><g data-mml-node="mi" data-latex="A"><path data-c="1D434" d="M137 3C155 3 217 0 236 0 251 0 258 8 258 23 258 32 252 38 239 39 210 40 196 50 196 69 196 78 205 98 224 128 251 173 270 206 283 228L526 228C526 221 527 207 530 185 537 112 541 72 541 67 541 48 519 39 474 39 455 39 446 31 446 15 446 5 452 0 464 0 488 0 564 3 588 3 608 3 679 0 699 0 714 0 721 8 721 24 721 34 712 39 694 39 666 39 649 41 644 44 639 47 635 56 634 71L574 689C571 708 572 716 551 716 539 716 529 710 522 697L178 120C148 70 108 43 59 39 43 38 35 30 35 15 35 5 41 0 52 0 68 0 121 3 137 3M492 577 522 267 307 267Z"></path></g></g></g></svg><mjx-break size="4"></mjx-break><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="5.837ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 2579.8 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="A \in NP"><g data-mml-node="mo" data-latex="\in"><path data-c="2208" d="M563 4 373 4C310 4 254 25 208 68 162 111 136 163 130 226L563 226C579 226 587 234 587 250 587 266 579 274 563 274L130 274C136 337 162 389 208 432 254 475 310 496 373 496L563 496C579 496 587 504 587 519 587 535 579 543 563 543L373 543C292 543 223 515 166 458 109 401 81 332 81 250 81 168 109 99 166 42 223-15 292-43 373-43L563-43C579-43 587-35 587-19 587-7 576 4 563 4Z"></path></g><g data-mml-node="mi" data-latex="N" transform="translate(944.8,0)"><path data-c="1D441" d="M864 683C845 683 783 680 764 680 745 680 682 683 663 683 648 683 641 675 641 659 641 650 648 645 663 644 705 644 726 631 726 605 726 599 725 592 724 585L616 157 401 662C393 681 391 683 366 683L233 683C209 683 200 681 200 659 200 649 211 644 232 644 274 644 295 643 296 640L163 110C154 71 131 49 95 42 69 39 39 43 39 15 39 5 45 0 56 0 74 0 136 3 155 3 174 3 238 0 257 0 272 0 279 8 279 24 279 33 271 38 255 39 214 40 194 53 194 78 194 83 195 90 197 100L326 611 576 21C582 7 590 0 599 0 608 0 614 8 618 24L757 574C770 625 798 643 860 644 874 645 881 653 881 669 878 678 877 683 864 683Z"></path></g><g data-mml-node="mi" data-latex="P" transform="translate(1825.8,0)"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg></mjx-container> ；（2）所有 NP 问题均可多项式时间归约到<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:0" xmlns="http://www.w3.org/2000/svg" width="1.697ex" height="1.62ex" role="img" focusable="false" viewBox="0 -716 750 716"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="A"><g data-mml-node="mi" data-latex="A"><path data-c="1D434" d="M137 3C155 3 217 0 236 0 251 0 258 8 258 23 258 32 252 38 239 39 210 40 196 50 196 69 196 78 205 98 224 128 251 173 270 206 283 228L526 228C526 221 527 207 530 185 537 112 541 72 541 67 541 48 519 39 474 39 455 39 446 31 446 15 446 5 452 0 464 0 488 0 564 3 588 3 608 3 679 0 699 0 714 0 721 8 721 24 721 34 712 39 694 39 666 39 649 41 644 44 639 47 635 56 634 71L574 689C571 708 572 716 551 716 539 716 529 710 522 697L178 120C148 70 108 43 59 39 43 38 35 30 35 15 35 5 41 0 52 0 68 0 121 3 137 3M492 577 522 267 307 267Z"></path></g></g></g></svg></mjx-container> ，则称<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:0" xmlns="http://www.w3.org/2000/svg" width="1.697ex" height="1.62ex" role="img" focusable="false" viewBox="0 -716 750 716"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="A"><g data-mml-node="mi" data-latex="A"><path data-c="1D434" d="M137 3C155 3 217 0 236 0 251 0 258 8 258 23 258 32 252 38 239 39 210 40 196 50 196 69 196 78 205 98 224 128 251 173 270 206 283 228L526 228C526 221 527 207 530 185 537 112 541 72 541 67 541 48 519 39 474 39 455 39 446 31 446 15 446 5 452 0 464 0 488 0 564 3 588 3 608 3 679 0 699 0 714 0 721 8 721 24 721 34 712 39 694 39 666 39 649 41 644 44 639 47 635 56 634 71L574 689C571 708 572 716 551 716 539 716 529 710 522 697L178 120C148 70 108 43 59 39 43 38 35 30 35 15 35 5 41 0 52 0 68 0 121 3 137 3M492 577 522 267 307 267Z"></path></g></g></g></svg></mjx-container> 为 NP 完全问题。</p><p>归约的形式化定义为：存在多项式时间算法<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.464ex" xmlns="http://www.w3.org/2000/svg" width="1.249ex" height="2.059ex" role="img" focusable="false" viewBox="0 -705 552 910"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="f"><g data-mml-node="mi" data-latex="f"><path data-c="1D453" d="M552 633C552 677 509 705 462 705 400 705 357 665 334 586 329 568 318 517 302 433L237 433C215 433 204 432 204 411 204 400 214 395 235 395L295 395 222 8C211-49 201-91 192-119 180-156 163-175 141-175 126-175 114-171 103-164 135-159 151-140 151-108 151-82 138-69 111-69 77-69 53-99 53-133 53-177 94-205 141-205 166-205 189-195 208-174 240-141 265-94 283-31 294 8 304 46 311 84L369 395 451 395C474 395 484 396 484 419 484 428 474 433 454 433L377 433C383 474 411 625 420 644 430 665 444 675 462 675 477 675 490 671 501 664 470 657 454 639 454 608 454 582 467 569 494 569 528 569 552 599 552 633Z"></path></g></g></g></svg></mjx-container> ，使得<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.025ex" xmlns="http://www.w3.org/2000/svg" width="1.294ex" height="1.025ex" role="img" focusable="false" viewBox="0 -442 572 453"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="x"><g data-mml-node="mi" data-latex="x"><path data-c="1D465" d="M527 373C527 419 482 442 432 442 389 442 355 419 329 373 308 419 273 442 222 442 173 442 133 419 101 374 74 335 60 306 60 287 60 278 65 273 75 273 84 273 90 278 92 287 111 345 153 413 220 413 253 413 269 392 269 351 269 330 251 252 216 118 199 51 169 18 126 18 112 18 99 21 88 26 114 36 127 54 127 80 127 106 114 119 87 119 54 119 29 91 29 58 29 12 76-11 125-11 167-11 201 12 228 58 247 12 283-11 335-11 383-11 423 12 455 57 482 96 496 125 496 144 496 153 491 158 481 158 472 158 467 153 464 144 447 87 402 18 337 18 304 18 287 38 287 79 287 92 292 120 303 165L337 300C356 375 387 413 431 413 445 413 458 410 469 405 442 396 429 378 429 351 429 325 443 312 470 312 502 312 527 341 527 373Z"></path></g></g></g></svg></mjx-container> 是问题<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:0" xmlns="http://www.w3.org/2000/svg" width="1.717ex" height="1.545ex" role="img" focusable="false" viewBox="0 -683 759 683"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="B"><g data-mml-node="mi" data-latex="B"><path data-c="1D435" d="M756 543C756 634 666 683 568 683L236 683C213 683 203 682 203 659 203 643 223 644 235 644 265 643 283 641 288 640 293 639 295 636 295 631 295 629 294 623 291 613L159 82C154 60 144 47 129 42 122 40 104 39 73 39 52 39 42 31 42 15 42 5 52 0 73 0L426 0C491 0 551 20 608 59 671 102 703 155 703 217 703 296 638 344 567 358 655 379 756 446 756 543M554 644C623 644 658 612 658 547 658 496 638 454 596 420 554 386 507 370 456 370L317 370 377 610C385 644 385 644 427 644M582 299C596 276 603 253 603 228 603 176 583 131 542 94 501 57 455 39 402 39L267 39C257 39 250 39 246 40 240 40 237 42 237 45 237 46 237 49 238 53 269 180 293 276 309 340L493 340C536 340 565 326 582 299Z"></path></g></g></g></svg></mjx-container> 的解当且仅当<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.561ex" xmlns="http://www.w3.org/2000/svg" width="4.303ex" height="2.253ex" role="img" focusable="false" viewBox="0 -748 1902 996"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="f(x)"><g data-mml-node="mi" data-latex="f"><path data-c="1D453" d="M552 633C552 677 509 705 462 705 400 705 357 665 334 586 329 568 318 517 302 433L237 433C215 433 204 432 204 411 204 400 214 395 235 395L295 395 222 8C211-49 201-91 192-119 180-156 163-175 141-175 126-175 114-171 103-164 135-159 151-140 151-108 151-82 138-69 111-69 77-69 53-99 53-133 53-177 94-205 141-205 166-205 189-195 208-174 240-141 265-94 283-31 294 8 304 46 311 84L369 395 451 395C474 395 484 396 484 419 484 428 474 433 454 433L377 433C383 474 411 625 420 644 430 665 444 675 462 675 477 675 490 671 501 664 470 657 454 639 454 608 454 582 467 569 494 569 528 569 552 599 552 633Z"></path></g><g data-mml-node="mo" data-latex="(" transform="translate(552,0)"><path data-c="28" d="M318-248C327-248 332-243 332-234 332-231 330-227 327-223 275-183 233-117 202-26 175 53 161 131 161 208L161 292C161 369 175 447 202 526 233 617 275 683 327 723 330 726 332 730 332 734 332 743 327 748 318 748 317 748 314 747 311 745 251 699 201 631 160 540 121 453 101 371 101 292L101 208C101 129 121 47 160-40 201-131 251-199 311-245 314-247 317-248 318-248Z"></path></g><g data-mml-node="mi" data-latex="x" transform="translate(941,0)"><path data-c="1D465" d="M527 373C527 419 482 442 432 442 389 442 355 419 329 373 308 419 273 442 222 442 173 442 133 419 101 374 74 335 60 306 60 287 60 278 65 273 75 273 84 273 90 278 92 287 111 345 153 413 220 413 253 413 269 392 269 351 269 330 251 252 216 118 199 51 169 18 126 18 112 18 99 21 88 26 114 36 127 54 127 80 127 106 114 119 87 119 54 119 29 91 29 58 29 12 76-11 125-11 167-11 201 12 228 58 247 12 283-11 335-11 383-11 423 12 455 57 482 96 496 125 496 144 496 153 491 158 481 158 472 158 467 153 464 144 447 87 402 18 337 18 304 18 287 38 287 79 287 92 292 120 303 165L337 300C356 375 387 413 431 413 445 413 458 410 469 405 442 396 429 378 429 351 429 325 443 312 470 312 502 312 527 341 527 373Z"></path></g><g data-mml-node="mo" data-latex=")" transform="translate(1513,0)"><path data-c="29" d="M78-245C138-199 188-131 229-40 268 47 288 129 288 208L288 292C288 371 268 453 229 540 188 631 138 699 78 745 75 747 72 748 71 748 62 748 57 743 57 734 57 730 59 726 62 723 114 683 156 617 187 526 214 447 228 369 228 292L228 208C228 131 214 53 187-26 156-117 114-183 62-223 59-227 57-231 57-234 57-243 62-248 71-248 72-248 75-247 78-245Z"></path></g></g></g></svg></mjx-container> 是问题<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:0" xmlns="http://www.w3.org/2000/svg" width="1.697ex" height="1.62ex" role="img" focusable="false" viewBox="0 -716 750 716"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="A"><g data-mml-node="mi" data-latex="A"><path data-c="1D434" d="M137 3C155 3 217 0 236 0 251 0 258 8 258 23 258 32 252 38 239 39 210 40 196 50 196 69 196 78 205 98 224 128 251 173 270 206 283 228L526 228C526 221 527 207 530 185 537 112 541 72 541 67 541 48 519 39 474 39 455 39 446 31 446 15 446 5 452 0 464 0 488 0 564 3 588 3 608 3 679 0 699 0 714 0 721 8 721 24 721 34 712 39 694 39 666 39 649 41 644 44 639 47 635 56 634 71L574 689C571 708 572 716 551 716 539 716 529 710 522 697L178 120C148 70 108 43 59 39 43 38 35 30 35 15 35 5 41 0 52 0 68 0 121 3 137 3M492 577 522 267 307 267Z"></path></g></g></g></svg></mjx-container> 的解。</p><p>库克 - 列文定理证明了 SAT 问题的 NP 完全性，其核心思想是构造一个多项式时间算法，将任意 NP 问题的验证过程编码为布尔公式，使得公式可满足当且仅当原问题有解。</p><h3 id="P对NP问题的数学表述"><a href="#P对NP问题的数学表述" class="headerlink" title="P对NP问题的数学表述"></a>P 对 NP 问题的数学表述</h3><p>形式化地，P 对 NP 问题等价于判定<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="1.706ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 754 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P = NP"><g data-mml-node="mi" data-latex="P"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg><mjx-break size="4"></mjx-break><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="6.088ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 2690.8 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P = NP"><g data-mml-node="mo" data-latex="="><path data-c="3D" d="M698 367 80 367C64 367 56 359 56 344 56 329 64 321 80 321L698 321C714 321 722 329 722 344 722 356 711 367 698 367M698 179 80 179C64 179 56 171 56 156 56 141 64 133 80 133L698 133C714 133 722 141 722 156 722 169 711 179 698 179Z"></path></g><g data-mml-node="mi" data-latex="N" transform="translate(1055.8,0)"><path data-c="1D441" d="M864 683C845 683 783 680 764 680 745 680 682 683 663 683 648 683 641 675 641 659 641 650 648 645 663 644 705 644 726 631 726 605 726 599 725 592 724 585L616 157 401 662C393 681 391 683 366 683L233 683C209 683 200 681 200 659 200 649 211 644 232 644 274 644 295 643 296 640L163 110C154 71 131 49 95 42 69 39 39 43 39 15 39 5 45 0 56 0 74 0 136 3 155 3 174 3 238 0 257 0 272 0 279 8 279 24 279 33 271 38 255 39 214 40 194 53 194 78 194 83 195 90 197 100L326 611 576 21C582 7 590 0 599 0 608 0 614 8 618 24L757 574C770 625 798 643 860 644 874 645 881 653 881 669 878 678 877 683 864 683Z"></path></g><g data-mml-node="mi" data-latex="P" transform="translate(1936.8,0)"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg></mjx-container> 是否成立，即：</p><p><mjx-container class="MathJax" jax="SVG" overflow="overflow" display="true" width="full" style="min-width:17.825ex"><svg style="vertical-align:-1.036ex;min-width:17.825ex" xmlns="http://www.w3.org/2000/svg" width="100%" height="3.203ex" role="img" focusable="false"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(0.0181,-0.0181) translate(0, -957.8)"><g data-mml-node="math" data-latex="
P \overset{?}{=} NP
"><g data-mml-node="mtable" data-latex="
P \overset{?}{=} NP
" transform="translate(2078,0) translate(-2078,0)"><g transform="translate(0 957.8) matrix(1 0 0 -1 0 0) scale(55.25)"><svg data-table="true" preserveAspectRatio="xMidYMid" viewBox="1861.3 -957.8 1 1415.5"><g transform="matrix(1 0 0 -1 0 0)"><g data-mml-node="mlabeledtr" transform="translate(0,-207.8)"><g data-mml-node="mtd"><g data-mml-node="mi" data-latex="P"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g><g data-mml-node="mover" data-latex="\overset{?}{=}" transform="translate(1031.8,0)"><g data-mml-node="mo" data-latex="="><path data-c="3D" d="M698 367 80 367C64 367 56 359 56 344 56 329 64 321 80 321L698 321C714 321 722 329 722 344 722 356 711 367 698 367M698 179 80 179C64 179 56 171 56 156 56 141 64 133 80 133L698 133C714 133 722 141 722 156 722 169 711 179 698 179Z"></path></g><g data-mml-node="mo" transform="translate(222.1,567) scale(0.707)" data-latex="?"><path data-c="3F" d="M226 705C140 705 56 652 56 570 56 535 72 518 105 518 138 518 154 535 154 568 154 598 137 614 102 616 127 655 168 675 223 675 297 675 326 646 326 573 326 555 324 540 321 528 313 501 312 502 294 482 236 419 207 344 207 257L207 213C207 194 212 185 222 185 233 185 239 195 239 216L239 250C239 331 281 404 366 467 399 492 415 525 415 568 415 662 328 705 226 705M278 56C278 87 253 113 222 113 191 113 167 87 167 56 167 26 192 0 222 0 253 0 278 25 278 56Z"></path></g></g><g data-mml-node="mi" data-latex="N" transform="translate(2087.6,0)"><path data-c="1D441" d="M864 683C845 683 783 680 764 680 745 680 682 683 663 683 648 683 641 675 641 659 641 650 648 645 663 644 705 644 726 631 726 605 726 599 725 592 724 585L616 157 401 662C393 681 391 683 366 683L233 683C209 683 200 681 200 659 200 649 211 644 232 644 274 644 295 643 296 640L163 110C154 71 131 49 95 42 69 39 39 43 39 15 39 5 45 0 56 0 74 0 136 3 155 3 174 3 238 0 257 0 272 0 279 8 279 24 279 33 271 38 255 39 214 40 194 53 194 78 194 83 195 90 197 100L326 611 576 21C582 7 590 0 599 0 608 0 614 8 618 24L757 574C770 625 798 643 860 644 874 645 881 653 881 669 878 678 877 683 864 683Z"></path></g><g data-mml-node="mi" data-latex="P" transform="translate(2968.6,0)"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></g></svg><svg data-labels="true" preserveAspectRatio="xMaxYMid" viewBox="1278 -957.8 1 1415.5"><g data-labels="true" transform="matrix(1 0 0 -1 0 0)"><g data-mml-node="mtd" id="mjx-eqn:1" transform="translate(0,540.2)"><text data-id-align="true"></text><g data-idbox="true" transform="translate(0,-748)"><g data-mml-node="mtext" data-latex="\text{(1)}"><path data-c="28" d="M318-248C327-248 332-243 332-234 332-231 330-227 327-223 275-183 233-117 202-26 175 53 161 131 161 208L161 292C161 369 175 447 202 526 233 617 275 683 327 723 330 726 332 730 332 734 332 743 327 748 318 748 317 748 314 747 311 745 251 699 201 631 160 540 121 453 101 371 101 292L101 208C101 129 121 47 160-40 201-131 251-199 311-245 314-247 317-248 318-248Z"></path><path data-c="31" d="M269 666C228 624 168 603 89 603L89 564C141 564 184 572 217 588L217 82C217 64 213 52 204 47 195 42 170 39 130 39L95 39 95 0C120 2 174 3 257 3 340 3 394 2 419 0L419 39 384 39C343 39 318 42 310 47 302 52 297 64 297 82L297 636C297 660 295 666 269 666Z" transform="translate(389,0)"></path><path data-c="29" d="M78-245C138-199 188-131 229-40 268 47 288 129 288 208L288 292C288 371 268 453 229 540 188 631 138 699 78 745 75 747 72 748 71 748 62 748 57 743 57 734 57 730 59 726 62 723 114 683 156 617 187 526 214 447 228 369 228 292L228 208C228 131 214 53 187-26 156-117 114-183 62-223 59-227 57-231 57-234 57-243 62-248 71-248 72-248 75-247 78-245Z" transform="translate(889,0)"></path></g></g></g></g></svg></g></g></g></g></svg></mjx-container></p><p>若<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="1.706ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 754 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P = NP"><g data-mml-node="mi" data-latex="P"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg><mjx-break size="4"></mjx-break><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="6.088ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 2690.8 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P = NP"><g data-mml-node="mo" data-latex="="><path data-c="3D" d="M698 367 80 367C64 367 56 359 56 344 56 329 64 321 80 321L698 321C714 321 722 329 722 344 722 356 711 367 698 367M698 179 80 179C64 179 56 171 56 156 56 141 64 133 80 133L698 133C714 133 722 141 722 156 722 169 711 179 698 179Z"></path></g><g data-mml-node="mi" data-latex="N" transform="translate(1055.8,0)"><path data-c="1D441" d="M864 683C845 683 783 680 764 680 745 680 682 683 663 683 648 683 641 675 641 659 641 650 648 645 663 644 705 644 726 631 726 605 726 599 725 592 724 585L616 157 401 662C393 681 391 683 366 683L233 683C209 683 200 681 200 659 200 649 211 644 232 644 274 644 295 643 296 640L163 110C154 71 131 49 95 42 69 39 39 43 39 15 39 5 45 0 56 0 74 0 136 3 155 3 174 3 238 0 257 0 272 0 279 8 279 24 279 33 271 38 255 39 214 40 194 53 194 78 194 83 195 90 197 100L326 611 576 21C582 7 590 0 599 0 608 0 614 8 618 24L757 574C770 625 798 643 860 644 874 645 881 653 881 669 878 678 877 683 864 683Z"></path></g><g data-mml-node="mi" data-latex="P" transform="translate(1936.8,0)"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg></mjx-container> ，则 NP 完全问题存在多项式时间算法；若<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="1.706ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 754 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P \neq NP"><g data-mml-node="mi" data-latex="P"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg><mjx-break size="4"></mjx-break><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="6.088ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 2690.8 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P \neq NP"><g data-mml-node="mo" data-latex="\neq"><path data-c="2260" d="M698 178 388 178 440 322 698 322C714 322 722 330 722 346 722 362 714 370 698 370L458 370 576 698C578 701 579 703 579 706 579 722 571 730 555 730 542 730 535 725 532 714L407 370 80 370C64 370 56 362 56 346 56 330 64 322 80 322L390 322 338 178 80 178C64 178 56 170 56 154 56 138 64 130 80 130L320 130 201-198C200-200 200-203 200-206 200-222 208-230 224-230 236-230 243-225 246-214L371 130 698 130C714 130 722 138 722 154 722 166 711 178 698 178Z"></path></g><g data-mml-node="mi" data-latex="N" transform="translate(1055.8,0)"><path data-c="1D441" d="M864 683C845 683 783 680 764 680 745 680 682 683 663 683 648 683 641 675 641 659 641 650 648 645 663 644 705 644 726 631 726 605 726 599 725 592 724 585L616 157 401 662C393 681 391 683 366 683L233 683C209 683 200 681 200 659 200 649 211 644 232 644 274 644 295 643 296 640L163 110C154 71 131 49 95 42 69 39 39 43 39 15 39 5 45 0 56 0 74 0 136 3 155 3 174 3 238 0 257 0 272 0 279 8 279 24 279 33 271 38 255 39 214 40 194 53 194 78 194 83 195 90 197 100L326 611 576 21C582 7 590 0 599 0 608 0 614 8 618 24L757 574C770 625 798 643 860 644 874 645 881 653 881 669 878 678 877 683 864 683Z"></path></g><g data-mml-node="mi" data-latex="P" transform="translate(1936.8,0)"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg></mjx-container> ，则 NP 完全问题本质上难解。</p></div><div class="story post-story"><h2 id="关键证明尝试与障碍"><a href="#关键证明尝试与障碍" class="headerlink" title="关键证明尝试与障碍"></a>关键证明尝试与障碍</h2><h3 id="早期方法：对角化与相对化"><a href="#早期方法：对角化与相对化" class="headerlink" title="早期方法：对角化与相对化"></a>早期方法：对角化与相对化</h3><p>图灵曾用对角化证明不可判定问题，研究者试图用类似方法证明<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="1.706ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 754 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P \neq NP"><g data-mml-node="mi" data-latex="P"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg><mjx-break size="4"></mjx-break><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="6.088ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 2690.8 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P \neq NP"><g data-mml-node="mo" data-latex="\neq"><path data-c="2260" d="M698 178 388 178 440 322 698 322C714 322 722 330 722 346 722 362 714 370 698 370L458 370 576 698C578 701 579 703 579 706 579 722 571 730 555 730 542 730 535 725 532 714L407 370 80 370C64 370 56 362 56 346 56 330 64 322 80 322L390 322 338 178 80 178C64 178 56 170 56 154 56 138 64 130 80 130L320 130 201-198C200-200 200-203 200-206 200-222 208-230 224-230 236-230 243-225 246-214L371 130 698 130C714 130 722 138 722 154 722 166 711 178 698 178Z"></path></g><g data-mml-node="mi" data-latex="N" transform="translate(1055.8,0)"><path data-c="1D441" d="M864 683C845 683 783 680 764 680 745 680 682 683 663 683 648 683 641 675 641 659 641 650 648 645 663 644 705 644 726 631 726 605 726 599 725 592 724 585L616 157 401 662C393 681 391 683 366 683L233 683C209 683 200 681 200 659 200 649 211 644 232 644 274 644 295 643 296 640L163 110C154 71 131 49 95 42 69 39 39 43 39 15 39 5 45 0 56 0 74 0 136 3 155 3 174 3 238 0 257 0 272 0 279 8 279 24 279 33 271 38 255 39 214 40 194 53 194 78 194 83 195 90 197 100L326 611 576 21C582 7 590 0 599 0 608 0 614 8 618 24L757 574C770 625 798 643 860 644 874 645 881 653 881 669 878 678 877 683 864 683Z"></path></g><g data-mml-node="mi" data-latex="P" transform="translate(1936.8,0)"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg></mjx-container> 。例如，构造一个语言<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:0" xmlns="http://www.w3.org/2000/svg" width="1.541ex" height="1.548ex" role="img" focusable="false" viewBox="0 -684 681 684"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="L"><g data-mml-node="mi" data-latex="L"><path data-c="1D43F" d="M520 667C520 678 513 683 500 683L354 680 223 683C208 684 200 676 200 659 200 652 203 647 209 646 218 645 226 644 231 644 262 643 279 641 284 640 289 639 292 636 292 631 292 629 291 623 288 613L156 82C150 60 140 47 125 42 119 40 101 39 70 39 49 39 39 31 39 15 39 5 49 0 70 0L527 0C552 0 554 0 561 19L639 233C642 240 643 245 643 248 643 258 638 263 627 263 617 263 612 254 607 240 588 191 570 154 555 131 518 75 455 39 363 39L270 39C259 39 252 39 249 40 242 40 239 42 239 45 239 47 241 54 244 67L377 601C383 624 396 637 415 642 421 643 442 644 478 644 506 644 520 644 520 667Z"></path></g></g></g></svg></mjx-container> ，使得<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="1.541ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 681 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="L \in NP"><g data-mml-node="mi" data-latex="L"><path data-c="1D43F" d="M520 667C520 678 513 683 500 683L354 680 223 683C208 684 200 676 200 659 200 652 203 647 209 646 218 645 226 644 231 644 262 643 279 641 284 640 289 639 292 636 292 631 292 629 291 623 288 613L156 82C150 60 140 47 125 42 119 40 101 39 70 39 49 39 39 31 39 15 39 5 49 0 70 0L527 0C552 0 554 0 561 19L639 233C642 240 643 245 643 248 643 258 638 263 627 263 617 263 612 254 607 240 588 191 570 154 555 131 518 75 455 39 363 39L270 39C259 39 252 39 249 40 242 40 239 42 239 45 239 47 241 54 244 67L377 601C383 624 396 637 415 642 421 643 442 644 478 644 506 644 520 644 520 667Z"></path></g></g></g></svg><mjx-break size="4"></mjx-break><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="5.837ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 2579.8 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="L \in NP"><g data-mml-node="mo" data-latex="\in"><path data-c="2208" d="M563 4 373 4C310 4 254 25 208 68 162 111 136 163 130 226L563 226C579 226 587 234 587 250 587 266 579 274 563 274L130 274C136 337 162 389 208 432 254 475 310 496 373 496L563 496C579 496 587 504 587 519 587 535 579 543 563 543L373 543C292 543 223 515 166 458 109 401 81 332 81 250 81 168 109 99 166 42 223-15 292-43 373-43L563-43C579-43 587-35 587-19 587-7 576 4 563 4Z"></path></g><g data-mml-node="mi" data-latex="N" transform="translate(944.8,0)"><path data-c="1D441" d="M864 683C845 683 783 680 764 680 745 680 682 683 663 683 648 683 641 675 641 659 641 650 648 645 663 644 705 644 726 631 726 605 726 599 725 592 724 585L616 157 401 662C393 681 391 683 366 683L233 683C209 683 200 681 200 659 200 649 211 644 232 644 274 644 295 643 296 640L163 110C154 71 131 49 95 42 69 39 39 43 39 15 39 5 45 0 56 0 74 0 136 3 155 3 174 3 238 0 257 0 272 0 279 8 279 24 279 33 271 38 255 39 214 40 194 53 194 78 194 83 195 90 197 100L326 611 576 21C582 7 590 0 599 0 608 0 614 8 618 24L757 574C770 625 798 643 860 644 874 645 881 653 881 669 878 678 877 683 864 683Z"></path></g><g data-mml-node="mi" data-latex="P" transform="translate(1825.8,0)"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg></mjx-container> 但<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="1.541ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 681 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="L \notin P"><g data-mml-node="mi" data-latex="L"><path data-c="1D43F" d="M520 667C520 678 513 683 500 683L354 680 223 683C208 684 200 676 200 659 200 652 203 647 209 646 218 645 226 644 231 644 262 643 279 641 284 640 289 639 292 636 292 631 292 629 291 623 288 613L156 82C150 60 140 47 125 42 119 40 101 39 70 39 49 39 39 31 39 15 39 5 49 0 70 0L527 0C552 0 554 0 561 19L639 233C642 240 643 245 643 248 643 258 638 263 627 263 617 263 612 254 607 240 588 191 570 154 555 131 518 75 455 39 363 39L270 39C259 39 252 39 249 40 242 40 239 42 239 45 239 47 241 54 244 67L377 601C383 624 396 637 415 642 421 643 442 644 478 644 506 644 520 644 520 667Z"></path></g></g></g></svg><mjx-break size="4"></mjx-break><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="3.843ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 1698.8 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="L \notin P"><g data-mml-node="mo" data-latex="\notin"><path data-c="2209" d="M563 3 373 3C340 3 308 10 277 23L351 226 563 226C579 226 587 234 587 250 587 266 579 274 563 274L368 274 448 497 563 497C579 497 587 505 587 521 587 537 579 545 563 545L466 545 521 698C522 701 523 703 523 706 523 722 515 730 499 730 487 730 480 725 477 714L415 545 373 545C291 545 222 516 166 459 110 402 81 332 81 250 81 135 143 47 219 0L147-198C146-200 146-203 146-206 146-222 154-230 170-230 181-230 188-225 191-214L261-22C298-37 335-45 373-45L563-45C579-45 587-37 587-21 587-8 576 3 563 3M373 497 398 497 317 274 130 274C136 337 162 390 208 433 254 476 310 497 373 497M130 226 300 226 236 46C171 90 136 150 130 226Z"></path></g><g data-mml-node="mi" data-latex="P" transform="translate(944.8,0)"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg></mjx-container> 。然而，1975 年 Baker、Gill 和 Solovay 证明了相对化障碍：存在 oracles<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:0" xmlns="http://www.w3.org/2000/svg" width="1.697ex" height="1.62ex" role="img" focusable="false" viewBox="0 -716 750 716"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="A"><g data-mml-node="mi" data-latex="A"><path data-c="1D434" d="M137 3C155 3 217 0 236 0 251 0 258 8 258 23 258 32 252 38 239 39 210 40 196 50 196 69 196 78 205 98 224 128 251 173 270 206 283 228L526 228C526 221 527 207 530 185 537 112 541 72 541 67 541 48 519 39 474 39 455 39 446 31 446 15 446 5 452 0 464 0 488 0 564 3 588 3 608 3 679 0 699 0 714 0 721 8 721 24 721 34 712 39 694 39 666 39 649 41 644 44 639 47 635 56 634 71L574 689C571 708 572 716 551 716 539 716 529 710 522 697L178 120C148 70 108 43 59 39 43 38 35 30 35 15 35 5 41 0 52 0 68 0 121 3 137 3M492 577 522 267 307 267Z"></path></g></g></g></svg></mjx-container> 和<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:0" xmlns="http://www.w3.org/2000/svg" width="1.717ex" height="1.545ex" role="img" focusable="false" viewBox="0 -683 759 683"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="B"><g data-mml-node="mi" data-latex="B"><path data-c="1D435" d="M756 543C756 634 666 683 568 683L236 683C213 683 203 682 203 659 203 643 223 644 235 644 265 643 283 641 288 640 293 639 295 636 295 631 295 629 294 623 291 613L159 82C154 60 144 47 129 42 122 40 104 39 73 39 52 39 42 31 42 15 42 5 52 0 73 0L426 0C491 0 551 20 608 59 671 102 703 155 703 217 703 296 638 344 567 358 655 379 756 446 756 543M554 644C623 644 658 612 658 547 658 496 638 454 596 420 554 386 507 370 456 370L317 370 377 610C385 644 385 644 427 644M582 299C596 276 603 253 603 228 603 176 583 131 542 94 501 57 455 39 402 39L267 39C257 39 250 39 246 40 240 40 237 42 237 45 237 46 237 49 238 53 269 180 293 276 309 340L493 340C536 340 565 326 582 299Z"></path></g></g></g></svg></mjx-container> ，使得<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="3.219ex" height="2.532ex" role="img" focusable="false" viewBox="0 -869.3 1422.9 1119.3"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P^A = NP^A"><g data-mml-node="msup" data-latex="P^A"><g data-mml-node="mi" data-latex="P"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g><g data-mml-node="mi" transform="translate(842.6,363) scale(0.707)" data-latex="A"><path data-c="1D434" d="M137 3C155 3 217 0 236 0 251 0 258 8 258 23 258 32 252 38 239 39 210 40 196 50 196 69 196 78 205 98 224 128 251 173 270 206 283 228L526 228C526 221 527 207 530 185 537 112 541 72 541 67 541 48 519 39 474 39 455 39 446 31 446 15 446 5 452 0 464 0 488 0 564 3 588 3 608 3 679 0 699 0 714 0 721 8 721 24 721 34 712 39 694 39 666 39 649 41 644 44 639 47 635 56 634 71L574 689C571 708 572 716 551 716 539 716 529 710 522 697L178 120C148 70 108 43 59 39 43 38 35 30 35 15 35 5 41 0 52 0 68 0 121 3 137 3M492 577 522 267 307 267Z"></path></g></g></g></g></svg><mjx-break size="4"></mjx-break><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="7.601ex" height="2.532ex" role="img" focusable="false" viewBox="0 -869.3 3359.7 1119.3"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P^A = NP^A"><g data-mml-node="mo" data-latex="="><path data-c="3D" d="M698 367 80 367C64 367 56 359 56 344 56 329 64 321 80 321L698 321C714 321 722 329 722 344 722 356 711 367 698 367M698 179 80 179C64 179 56 171 56 156 56 141 64 133 80 133L698 133C714 133 722 141 722 156 722 169 711 179 698 179Z"></path></g><g data-mml-node="mi" data-latex="N" transform="translate(1055.8,0)"><path data-c="1D441" d="M864 683C845 683 783 680 764 680 745 680 682 683 663 683 648 683 641 675 641 659 641 650 648 645 663 644 705 644 726 631 726 605 726 599 725 592 724 585L616 157 401 662C393 681 391 683 366 683L233 683C209 683 200 681 200 659 200 649 211 644 232 644 274 644 295 643 296 640L163 110C154 71 131 49 95 42 69 39 39 43 39 15 39 5 45 0 56 0 74 0 136 3 155 3 174 3 238 0 257 0 272 0 279 8 279 24 279 33 271 38 255 39 214 40 194 53 194 78 194 83 195 90 197 100L326 611 576 21C582 7 590 0 599 0 608 0 614 8 618 24L757 574C770 625 798 643 860 644 874 645 881 653 881 669 878 678 877 683 864 683Z"></path></g><g data-mml-node="msup" data-latex="P^A" transform="translate(1936.8,0)"><g data-mml-node="mi" data-latex="P"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g><g data-mml-node="mi" transform="translate(842.6,363) scale(0.707)" data-latex="A"><path data-c="1D434" d="M137 3C155 3 217 0 236 0 251 0 258 8 258 23 258 32 252 38 239 39 210 40 196 50 196 69 196 78 205 98 224 128 251 173 270 206 283 228L526 228C526 221 527 207 530 185 537 112 541 72 541 67 541 48 519 39 474 39 455 39 446 31 446 15 446 5 452 0 464 0 488 0 564 3 588 3 608 3 679 0 699 0 714 0 721 8 721 24 721 34 712 39 694 39 666 39 649 41 644 44 639 47 635 56 634 71L574 689C571 708 572 716 551 716 539 716 529 710 522 697L178 120C148 70 108 43 59 39 43 38 35 30 35 15 35 5 41 0 52 0 68 0 121 3 137 3M492 577 522 267 307 267Z"></path></g></g></g></g></svg></mjx-container> 且<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="3.234ex" height="2.48ex" role="img" focusable="false" viewBox="0 -846 1429.3 1096"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P^B \neq NP^B"><g data-mml-node="msup" data-latex="P^B"><g data-mml-node="mi" data-latex="P"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g><g data-mml-node="mi" transform="translate(842.6,363) scale(0.707)" data-latex="B"><path data-c="1D435" d="M756 543C756 634 666 683 568 683L236 683C213 683 203 682 203 659 203 643 223 644 235 644 265 643 283 641 288 640 293 639 295 636 295 631 295 629 294 623 291 613L159 82C154 60 144 47 129 42 122 40 104 39 73 39 52 39 42 31 42 15 42 5 52 0 73 0L426 0C491 0 551 20 608 59 671 102 703 155 703 217 703 296 638 344 567 358 655 379 756 446 756 543M554 644C623 644 658 612 658 547 658 496 638 454 596 420 554 386 507 370 456 370L317 370 377 610C385 644 385 644 427 644M582 299C596 276 603 253 603 228 603 176 583 131 542 94 501 57 455 39 402 39L267 39C257 39 250 39 246 40 240 40 237 42 237 45 237 46 237 49 238 53 269 180 293 276 309 340L493 340C536 340 565 326 582 299Z"></path></g></g></g></g></svg><mjx-break size="4"></mjx-break><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="7.616ex" height="2.48ex" role="img" focusable="false" viewBox="0 -846 3366.1 1096"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P^B \neq NP^B"><g data-mml-node="mo" data-latex="\neq"><path data-c="2260" d="M698 178 388 178 440 322 698 322C714 322 722 330 722 346 722 362 714 370 698 370L458 370 576 698C578 701 579 703 579 706 579 722 571 730 555 730 542 730 535 725 532 714L407 370 80 370C64 370 56 362 56 346 56 330 64 322 80 322L390 322 338 178 80 178C64 178 56 170 56 154 56 138 64 130 80 130L320 130 201-198C200-200 200-203 200-206 200-222 208-230 224-230 236-230 243-225 246-214L371 130 698 130C714 130 722 138 722 154 722 166 711 178 698 178Z"></path></g><g data-mml-node="mi" data-latex="N" transform="translate(1055.8,0)"><path data-c="1D441" d="M864 683C845 683 783 680 764 680 745 680 682 683 663 683 648 683 641 675 641 659 641 650 648 645 663 644 705 644 726 631 726 605 726 599 725 592 724 585L616 157 401 662C393 681 391 683 366 683L233 683C209 683 200 681 200 659 200 649 211 644 232 644 274 644 295 643 296 640L163 110C154 71 131 49 95 42 69 39 39 43 39 15 39 5 45 0 56 0 74 0 136 3 155 3 174 3 238 0 257 0 272 0 279 8 279 24 279 33 271 38 255 39 214 40 194 53 194 78 194 83 195 90 197 100L326 611 576 21C582 7 590 0 599 0 608 0 614 8 618 24L757 574C770 625 798 643 860 644 874 645 881 653 881 669 878 678 877 683 864 683Z"></path></g><g data-mml-node="msup" data-latex="P^B" transform="translate(1936.8,0)"><g data-mml-node="mi" data-latex="P"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g><g data-mml-node="mi" transform="translate(842.6,363) scale(0.707)" data-latex="B"><path data-c="1D435" d="M756 543C756 634 666 683 568 683L236 683C213 683 203 682 203 659 203 643 223 644 235 644 265 643 283 641 288 640 293 639 295 636 295 631 295 629 294 623 291 613L159 82C154 60 144 47 129 42 122 40 104 39 73 39 52 39 42 31 42 15 42 5 52 0 73 0L426 0C491 0 551 20 608 59 671 102 703 155 703 217 703 296 638 344 567 358 655 379 756 446 756 543M554 644C623 644 658 612 658 547 658 496 638 454 596 420 554 386 507 370 456 370L317 370 377 610C385 644 385 644 427 644M582 299C596 276 603 253 603 228 603 176 583 131 542 94 501 57 455 39 402 39L267 39C257 39 250 39 246 40 240 40 237 42 237 45 237 46 237 49 238 53 269 180 293 276 309 340L493 340C536 340 565 326 582 299Z"></path></g></g></g></g></svg></mjx-container> 。这表明仅依赖图灵机枚举和模拟的对角化方法无法区分 P 与 NP。</p><h3 id="电路复杂性与自然证明障碍"><a href="#电路复杂性与自然证明障碍" class="headerlink" title="电路复杂性与自然证明障碍"></a>电路复杂性与自然证明障碍</h3><p>电路复杂性将计算问题建模为布尔电路的最小规模（门数量）。若能证明 NP 完全问题的电路规模超多项式，则<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="1.706ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 754 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P \neq NP"><g data-mml-node="mi" data-latex="P"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg><mjx-break size="4"></mjx-break><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="6.088ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 2690.8 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P \neq NP"><g data-mml-node="mo" data-latex="\neq"><path data-c="2260" d="M698 178 388 178 440 322 698 322C714 322 722 330 722 346 722 362 714 370 698 370L458 370 576 698C578 701 579 703 579 706 579 722 571 730 555 730 542 730 535 725 532 714L407 370 80 370C64 370 56 362 56 346 56 330 64 322 80 322L390 322 338 178 80 178C64 178 56 170 56 154 56 138 64 130 80 130L320 130 201-198C200-200 200-203 200-206 200-222 208-230 224-230 236-230 243-225 246-214L371 130 698 130C714 130 722 138 722 154 722 166 711 178 698 178Z"></path></g><g data-mml-node="mi" data-latex="N" transform="translate(1055.8,0)"><path data-c="1D441" d="M864 683C845 683 783 680 764 680 745 680 682 683 663 683 648 683 641 675 641 659 641 650 648 645 663 644 705 644 726 631 726 605 726 599 725 592 724 585L616 157 401 662C393 681 391 683 366 683L233 683C209 683 200 681 200 659 200 649 211 644 232 644 274 644 295 643 296 640L163 110C154 71 131 49 95 42 69 39 39 43 39 15 39 5 45 0 56 0 74 0 136 3 155 3 174 3 238 0 257 0 272 0 279 8 279 24 279 33 271 38 255 39 214 40 194 53 194 78 194 83 195 90 197 100L326 611 576 21C582 7 590 0 599 0 608 0 614 8 618 24L757 574C770 625 798 643 860 644 874 645 881 653 881 669 878 678 877 683 864 683Z"></path></g><g data-mml-node="mi" data-latex="P" transform="translate(1936.8,0)"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg></mjx-container> 。1985 年，Razborov 证明了单调电路（仅含 AND / OR 门）求解 NP 完全问题需要超多项式规模，但该结果无法推广到含 NOT 门的电路。</p><p>1994 年，Razborov 和 Rudich 提出自然证明障碍：若证明<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="1.706ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 754 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P \neq NP"><g data-mml-node="mi" data-latex="P"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg><mjx-break size="4"></mjx-break><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="6.088ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 2690.8 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P \neq NP"><g data-mml-node="mo" data-latex="\neq"><path data-c="2260" d="M698 178 388 178 440 322 698 322C714 322 722 330 722 346 722 362 714 370 698 370L458 370 576 698C578 701 579 703 579 706 579 722 571 730 555 730 542 730 535 725 532 714L407 370 80 370C64 370 56 362 56 346 56 330 64 322 80 322L390 322 338 178 80 178C64 178 56 170 56 154 56 138 64 130 80 130L320 130 201-198C200-200 200-203 200-206 200-222 208-230 224-230 236-230 243-225 246-214L371 130 698 130C714 130 722 138 722 154 722 166 711 178 698 178Z"></path></g><g data-mml-node="mi" data-latex="N" transform="translate(1055.8,0)"><path data-c="1D441" d="M864 683C845 683 783 680 764 680 745 680 682 683 663 683 648 683 641 675 641 659 641 650 648 645 663 644 705 644 726 631 726 605 726 599 725 592 724 585L616 157 401 662C393 681 391 683 366 683L233 683C209 683 200 681 200 659 200 649 211 644 232 644 274 644 295 643 296 640L163 110C154 71 131 49 95 42 69 39 39 43 39 15 39 5 45 0 56 0 74 0 136 3 155 3 174 3 238 0 257 0 272 0 279 8 279 24 279 33 271 38 255 39 214 40 194 53 194 78 194 83 195 90 197 100L326 611 576 21C582 7 590 0 599 0 608 0 614 8 618 24L757 574C770 625 798 643 860 644 874 645 881 653 881 669 878 678 877 683 864 683Z"></path></g><g data-mml-node="mi" data-latex="P" transform="translate(1936.8,0)"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg></mjx-container> 的 “自然” 策略（即证明某个 NP 问题具有 “普适” 困难性）成立，则会导致密码学中伪随机数生成器的破解，与安全加密的存在性矛盾。这表明传统电路复杂性方法无法解决 P 对 NP 问题。</p><h3 id="元复杂性与证明难度"><a href="#元复杂性与证明难度" class="headerlink" title="元复杂性与证明难度"></a>元复杂性与证明难度</h3><p>元复杂性研究 “证明复杂性本身” 的计算难度。例如，最小电路规模问题（MCSP）：给定真值表，判定其最小电路规模是否超过某阈值。Kabanets 证明 MCSP 与 P 对 NP 问题深度关联，若 MCSP 属于 P，则<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="1.706ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 754 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P = NP"><g data-mml-node="mi" data-latex="P"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg><mjx-break size="4"></mjx-break><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="6.088ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 2690.8 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P = NP"><g data-mml-node="mo" data-latex="="><path data-c="3D" d="M698 367 80 367C64 367 56 359 56 344 56 329 64 321 80 321L698 321C714 321 722 329 722 344 722 356 711 367 698 367M698 179 80 179C64 179 56 171 56 156 56 141 64 133 80 133L698 133C714 133 722 141 722 156 722 169 711 179 698 179Z"></path></g><g data-mml-node="mi" data-latex="N" transform="translate(1055.8,0)"><path data-c="1D441" d="M864 683C845 683 783 680 764 680 745 680 682 683 663 683 648 683 641 675 641 659 641 650 648 645 663 644 705 644 726 631 726 605 726 599 725 592 724 585L616 157 401 662C393 681 391 683 366 683L233 683C209 683 200 681 200 659 200 649 211 644 232 644 274 644 295 643 296 640L163 110C154 71 131 49 95 42 69 39 39 43 39 15 39 5 45 0 56 0 74 0 136 3 155 3 174 3 238 0 257 0 272 0 279 8 279 24 279 33 271 38 255 39 214 40 194 53 194 78 194 83 195 90 197 100L326 611 576 21C582 7 590 0 599 0 608 0 614 8 618 24L757 574C770 625 798 643 860 644 874 645 881 653 881 669 878 678 877 683 864 683Z"></path></g><g data-mml-node="mi" data-latex="P" transform="translate(1936.8,0)"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg></mjx-container> 。近期研究表明，MCSP 的 NP 完全性证明需要突破现有复杂性理论框架，暗示<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="1.706ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 754 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P \neq NP"><g data-mml-node="mi" data-latex="P"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg><mjx-break size="4"></mjx-break><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="6.088ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 2690.8 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P \neq NP"><g data-mml-node="mo" data-latex="\neq"><path data-c="2260" d="M698 178 388 178 440 322 698 322C714 322 722 330 722 346 722 362 714 370 698 370L458 370 576 698C578 701 579 703 579 706 579 722 571 730 555 730 542 730 535 725 532 714L407 370 80 370C64 370 56 362 56 346 56 330 64 322 80 322L390 322 338 178 80 178C64 178 56 170 56 154 56 138 64 130 80 130L320 130 201-198C200-200 200-203 200-206 200-222 208-230 224-230 236-230 243-225 246-214L371 130 698 130C714 130 722 138 722 154 722 166 711 178 698 178Z"></path></g><g data-mml-node="mi" data-latex="N" transform="translate(1055.8,0)"><path data-c="1D441" d="M864 683C845 683 783 680 764 680 745 680 682 683 663 683 648 683 641 675 641 659 641 650 648 645 663 644 705 644 726 631 726 605 726 599 725 592 724 585L616 157 401 662C393 681 391 683 366 683L233 683C209 683 200 681 200 659 200 649 211 644 232 644 274 644 295 643 296 640L163 110C154 71 131 49 95 42 69 39 39 43 39 15 39 5 45 0 56 0 74 0 136 3 155 3 174 3 238 0 257 0 272 0 279 8 279 24 279 33 271 38 255 39 214 40 194 53 194 78 194 83 195 90 197 100L326 611 576 21C582 7 590 0 599 0 608 0 614 8 618 24L757 574C770 625 798 643 860 644 874 645 881 653 881 669 878 678 877 683 864 683Z"></path></g><g data-mml-node="mi" data-latex="P" transform="translate(1936.8,0)"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg></mjx-container> 的证明可能依赖元复杂性的新工具。</p></div><div class="story post-story"><h2 id="应用意义与哲学影响"><a href="#应用意义与哲学影响" class="headerlink" title="应用意义与哲学影响"></a>应用意义与哲学影响</h2><h3 id="密码学基础"><a href="#密码学基础" class="headerlink" title="密码学基础"></a>密码学基础</h3><p>现代密码学依赖 “单向函数”：易计算但难求逆（如大整数分解）。若<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="1.706ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 754 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P = NP"><g data-mml-node="mi" data-latex="P"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg><mjx-break size="4"></mjx-break><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="6.088ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 2690.8 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P = NP"><g data-mml-node="mo" data-latex="="><path data-c="3D" d="M698 367 80 367C64 367 56 359 56 344 56 329 64 321 80 321L698 321C714 321 722 329 722 344 722 356 711 367 698 367M698 179 80 179C64 179 56 171 56 156 56 141 64 133 80 133L698 133C714 133 722 141 722 156 722 169 711 179 698 179Z"></path></g><g data-mml-node="mi" data-latex="N" transform="translate(1055.8,0)"><path data-c="1D441" d="M864 683C845 683 783 680 764 680 745 680 682 683 663 683 648 683 641 675 641 659 641 650 648 645 663 644 705 644 726 631 726 605 726 599 725 592 724 585L616 157 401 662C393 681 391 683 366 683L233 683C209 683 200 681 200 659 200 649 211 644 232 644 274 644 295 643 296 640L163 110C154 71 131 49 95 42 69 39 39 43 39 15 39 5 45 0 56 0 74 0 136 3 155 3 174 3 238 0 257 0 272 0 279 8 279 24 279 33 271 38 255 39 214 40 194 53 194 78 194 83 195 90 197 100L326 611 576 21C582 7 590 0 599 0 608 0 614 8 618 24L757 574C770 625 798 643 860 644 874 645 881 653 881 669 878 678 877 683 864 683Z"></path></g><g data-mml-node="mi" data-latex="P" transform="translate(1936.8,0)"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg></mjx-container> ，则单向函数不存在，RSA 等加密体系将崩溃。反之，若<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="1.706ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 754 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P \neq NP"><g data-mml-node="mi" data-latex="P"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg><mjx-break size="4"></mjx-break><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="6.088ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 2690.8 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P \neq NP"><g data-mml-node="mo" data-latex="\neq"><path data-c="2260" d="M698 178 388 178 440 322 698 322C714 322 722 330 722 346 722 362 714 370 698 370L458 370 576 698C578 701 579 703 579 706 579 722 571 730 555 730 542 730 535 725 532 714L407 370 80 370C64 370 56 362 56 346 56 330 64 322 80 322L390 322 338 178 80 178C64 178 56 170 56 154 56 138 64 130 80 130L320 130 201-198C200-200 200-203 200-206 200-222 208-230 224-230 236-230 243-225 246-214L371 130 698 130C714 130 722 138 722 154 722 166 711 178 698 178Z"></path></g><g data-mml-node="mi" data-latex="N" transform="translate(1055.8,0)"><path data-c="1D441" d="M864 683C845 683 783 680 764 680 745 680 682 683 663 683 648 683 641 675 641 659 641 650 648 645 663 644 705 644 726 631 726 605 726 599 725 592 724 585L616 157 401 662C393 681 391 683 366 683L233 683C209 683 200 681 200 659 200 649 211 644 232 644 274 644 295 643 296 640L163 110C154 71 131 49 95 42 69 39 39 43 39 15 39 5 45 0 56 0 74 0 136 3 155 3 174 3 238 0 257 0 272 0 279 8 279 24 279 33 271 38 255 39 214 40 194 53 194 78 194 83 195 90 197 100L326 611 576 21C582 7 590 0 599 0 608 0 614 8 618 24L757 574C770 625 798 643 860 644 874 645 881 653 881 669 878 678 877 683 864 683Z"></path></g><g data-mml-node="mi" data-latex="P" transform="translate(1936.8,0)"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg></mjx-container> ，则安全加密可能实现，但需证明其存在性。</p><h3 id="人工智能与问题求解"><a href="#人工智能与问题求解" class="headerlink" title="人工智能与问题求解"></a>人工智能与问题求解</h3><p>NP 完全问题在 AI 中广泛存在，如规划、机器学习中的特征选择等。若<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="1.706ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 754 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P = NP"><g data-mml-node="mi" data-latex="P"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg><mjx-break size="4"></mjx-break><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="6.088ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 2690.8 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P = NP"><g data-mml-node="mo" data-latex="="><path data-c="3D" d="M698 367 80 367C64 367 56 359 56 344 56 329 64 321 80 321L698 321C714 321 722 329 722 344 722 356 711 367 698 367M698 179 80 179C64 179 56 171 56 156 56 141 64 133 80 133L698 133C714 133 722 141 722 156 722 169 711 179 698 179Z"></path></g><g data-mml-node="mi" data-latex="N" transform="translate(1055.8,0)"><path data-c="1D441" d="M864 683C845 683 783 680 764 680 745 680 682 683 663 683 648 683 641 675 641 659 641 650 648 645 663 644 705 644 726 631 726 605 726 599 725 592 724 585L616 157 401 662C393 681 391 683 366 683L233 683C209 683 200 681 200 659 200 649 211 644 232 644 274 644 295 643 296 640L163 110C154 71 131 49 95 42 69 39 39 43 39 15 39 5 45 0 56 0 74 0 136 3 155 3 174 3 238 0 257 0 272 0 279 8 279 24 279 33 271 38 255 39 214 40 194 53 194 78 194 83 195 90 197 100L326 611 576 21C582 7 590 0 599 0 608 0 614 8 618 24L757 574C770 625 798 643 860 644 874 645 881 653 881 669 878 678 877 683 864 683Z"></path></g><g data-mml-node="mi" data-latex="P" transform="translate(1936.8,0)"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg></mjx-container> ，AI 系统可高效解决这些问题，实现通用智能；若<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="1.706ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 754 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P \neq NP"><g data-mml-node="mi" data-latex="P"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg><mjx-break size="4"></mjx-break><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="6.088ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 2690.8 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P \neq NP"><g data-mml-node="mo" data-latex="\neq"><path data-c="2260" d="M698 178 388 178 440 322 698 322C714 322 722 330 722 346 722 362 714 370 698 370L458 370 576 698C578 701 579 703 579 706 579 722 571 730 555 730 542 730 535 725 532 714L407 370 80 370C64 370 56 362 56 346 56 330 64 322 80 322L390 322 338 178 80 178C64 178 56 170 56 154 56 138 64 130 80 130L320 130 201-198C200-200 200-203 200-206 200-222 208-230 224-230 236-230 243-225 246-214L371 130 698 130C714 130 722 138 722 154 722 166 711 178 698 178Z"></path></g><g data-mml-node="mi" data-latex="N" transform="translate(1055.8,0)"><path data-c="1D441" d="M864 683C845 683 783 680 764 680 745 680 682 683 663 683 648 683 641 675 641 659 641 650 648 645 663 644 705 644 726 631 726 605 726 599 725 592 724 585L616 157 401 662C393 681 391 683 366 683L233 683C209 683 200 681 200 659 200 649 211 644 232 644 274 644 295 643 296 640L163 110C154 71 131 49 95 42 69 39 39 43 39 15 39 5 45 0 56 0 74 0 136 3 155 3 174 3 238 0 257 0 272 0 279 8 279 24 279 33 271 38 255 39 214 40 194 53 194 78 194 83 195 90 197 100L326 611 576 21C582 7 590 0 599 0 608 0 614 8 618 24L757 574C770 625 798 643 860 644 874 645 881 653 881 669 878 678 877 683 864 683Z"></path></g><g data-mml-node="mi" data-latex="P" transform="translate(1936.8,0)"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg></mjx-container> ，则需依赖启发式算法（如遗传算法）在实践中逼近最优解。</p><h3 id="数学推理的极限"><a href="#数学推理的极限" class="headerlink" title="数学推理的极限"></a>数学推理的极限</h3><p>P 对 NP 问题与哥德尔不完备定理一脉相承，触及 “可认知性” 的本质。Impagliazzo 提出的 “五个世界” 模型指出，若<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="1.706ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 754 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P \neq NP"><g data-mml-node="mi" data-latex="P"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg><mjx-break size="4"></mjx-break><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="6.088ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 2690.8 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P \neq NP"><g data-mml-node="mo" data-latex="\neq"><path data-c="2260" d="M698 178 388 178 440 322 698 322C714 322 722 330 722 346 722 362 714 370 698 370L458 370 576 698C578 701 579 703 579 706 579 722 571 730 555 730 542 730 535 725 532 714L407 370 80 370C64 370 56 362 56 346 56 330 64 322 80 322L390 322 338 178 80 178C64 178 56 170 56 154 56 138 64 130 80 130L320 130 201-198C200-200 200-203 200-206 200-222 208-230 224-230 236-230 243-225 246-214L371 130 698 130C714 130 722 138 722 154 722 166 711 178 698 178Z"></path></g><g data-mml-node="mi" data-latex="N" transform="translate(1055.8,0)"><path data-c="1D441" d="M864 683C845 683 783 680 764 680 745 680 682 683 663 683 648 683 641 675 641 659 641 650 648 645 663 644 705 644 726 631 726 605 726 599 725 592 724 585L616 157 401 662C393 681 391 683 366 683L233 683C209 683 200 681 200 659 200 649 211 644 232 644 274 644 295 643 296 640L163 110C154 71 131 49 95 42 69 39 39 43 39 15 39 5 45 0 56 0 74 0 136 3 155 3 174 3 238 0 257 0 272 0 279 8 279 24 279 33 271 38 255 39 214 40 194 53 194 78 194 83 195 90 197 100L326 611 576 21C582 7 590 0 599 0 608 0 614 8 618 24L757 574C770 625 798 643 860 644 874 645 881 653 881 669 878 678 877 683 864 683Z"></path></g><g data-mml-node="mi" data-latex="P" transform="translate(1936.8,0)"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg></mjx-container> ，我们可能生活在 “启发之地”（大多数 NP 问题易解）或 “悲观之地”（所有 NP 问题难解），但现有证据更倾向于后者。</p></div><div class="story post-story"><h2 id="当前进展与开放问题"><a href="#当前进展与开放问题" class="headerlink" title="当前进展与开放问题"></a>当前进展与开放问题</h2><p>尽管 P 对 NP 问题悬而未决，研究者已取得以下突破：算法方面，3 - SAT 问题的指数时间算法已优化至<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.561ex" xmlns="http://www.w3.org/2000/svg" width="9.643ex" height="2.253ex" role="img" focusable="false" viewBox="0 -748 4262.3 996"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="\mathcal{O}(1.308^n)"><g data-mml-node="TeXAtom" data-latex="\mathcal{O}" data-mjx-texclass="ORD"><g data-mml-node="mi" data-latex="O"><path data-c="4F" d="M583 525C583 424 528 266 490 194 429 83 352 28 258 28 211 28 174 46 147 83 129 108 120 144 120 193 120 238 127 290 142 349 172 472 233 570 324 643L308 660C283 647 264 634 249 622 154 545 90 442 57 312 46 270 41 230 41 192 41 134 53 88 78 55 115 6 163-18 223-18 372-18 485 51 562 190 605 268 663 421 659 530 656 621 605 686 514 686 402 686 321 596 299 505 290 472 292 448 304 432 311 421 322 415 338 415 365 415 382 427 389 451 394 467 394 480 387 489 372 508 365 526 365 542 365 570 380 595 411 616 439 635 468 645 497 645 558 645 583 584 583 525Z"></path></g></g><g data-mml-node="mo" data-latex="(" transform="translate(699,0)"><path data-c="28" d="M318-248C327-248 332-243 332-234 332-231 330-227 327-223 275-183 233-117 202-26 175 53 161 131 161 208L161 292C161 369 175 447 202 526 233 617 275 683 327 723 330 726 332 730 332 734 332 743 327 748 318 748 317 748 314 747 311 745 251 699 201 631 160 540 121 453 101 371 101 292L101 208C101 129 121 47 160-40 201-131 251-199 311-245 314-247 317-248 318-248Z"></path></g><g data-mml-node="msup" data-latex=".308^n" transform="translate(1088,0)"><g data-mml-node="mn" data-latex=".308"><path data-c="31" d="M269 666C228 624 168 603 89 603L89 564C141 564 184 572 217 588L217 82C217 64 213 52 204 47 195 42 170 39 130 39L95 39 95 0C120 2 174 3 257 3 340 3 394 2 419 0L419 39 384 39C343 39 318 42 310 47 302 52 297 64 297 82L297 636C297 660 295 666 269 666Z"></path><path data-c="2E" d="M192 53C192 82 168 106 139 106 110 106 86 82 86 53 86 24 110 0 139 0 168 0 192 24 192 53Z" transform="translate(500,0)"></path><path data-c="33" d="M303 353C369 378 431 441 431 526 431 569 410 604 369 631 333 654 292 666 246 666 201 666 162 654 127 631 88 605 68 571 68 528 68 495 90 472 122 472 154 472 176 495 176 527 176 560 157 578 119 580 145 615 186 633 242 633 302 633 332 598 332 527 332 485 324 450 309 421 282 373 245 364 183 364 171 362 165 357 165 348 165 333 172 333 192 333L235 333C310 333 348 280 348 173 348 88 317 14 241 14 176 14 128 36 99 80 134 79 160 105 160 139 160 173 135 198 101 198 62 198 42 178 42 137 42 88 64 49 108 18 147-9 193-22 244-22 301-22 350-3 393 34 436 71 457 117 457 173 457 267 383 332 303 353Z" transform="translate(778,0)"></path><path data-c="30" d="M249-22C390-22 460 92 460 320 460 473 428 575 365 625 330 652 291 666 250 666 109 666 39 551 39 320 39 136 88-22 249-22M361 524C368 489 371 425 371 332 371 240 367 172 360 128 347 48 310 8 249 8 226 8 203 17 182 34 155 57 139 104 132 176 129 201 128 253 128 332 128 419 131 480 136 513 145 568 163 603 191 618 213 630 232 636 249 636 314 636 350 583 361 524Z" transform="translate(1278,0)"></path><path data-c="38" d="M250 666C201 666 158 650 122 618 86 586 68 546 68 497 68 456 83 419 113 386 120 378 142 361 179 335 88 288 42 227 42 153 42 100 64 57 107 24 147-7 194-22 249-22 305-22 354-4 395 32 436 68 457 115 457 170 457 216 441 257 408 294 396 307 365 330 316 361 393 402 431 454 431 515 431 606 344 666 250 666M379 515C379 463 348 418 286 381L167 459C136 479 120 505 120 536 120 596 185 633 249 633 318 633 379 584 379 515M250 14C168 14 99 73 99 153 99 220 136 274 210 315L328 240C376 209 400 174 400 134 400 62 325 14 250 14Z" transform="translate(1778,0)"></path></g><g data-mml-node="mi" transform="translate(2311,393.1) scale(0.707)" data-latex="n"><path data-c="1D45B" d="M537 137C514 58 481 18 440 18 427 18 420 28 420 47 420 61 426 84 438 115 478 224 498 296 498 333 498 403 451 442 381 442 322 442 271 416 230 363 222 407 187 442 136 442 80 442 58 390 44 345 34 313 29 294 29 287 29 278 34 273 45 273 50 273 53 274 56 276 61 285 64 292 65 299 83 375 106 413 133 413 151 413 160 399 160 371 160 358 155 331 144 290L87 63C84 50 78 24 78 19 78-1 89-11 111-11 130-11 144-1 151 19 153 24 159 49 170 92L191 181 221 295C232 318 249 341 270 365 299 397 335 413 378 413 411 413 427 391 427 348 427 310 406 234 363 120 356 102 353 87 353 74 353 25 390-11 438-11 482-11 517 14 542 64 561 104 571 131 571 144 571 153 566 158 555 158 552 158 537 149 537 137Z"></path></g></g><g data-mml-node="mo" data-latex=")" transform="translate(3873.3,0)"><path data-c="29" d="M78-245C138-199 188-131 229-40 268 47 288 129 288 208L288 292C288 371 268 453 229 540 188 631 138 699 78 745 75 747 72 748 71 748 62 748 57 743 57 734 57 730 59 726 62 723 114 683 156 617 187 526 214 447 228 369 228 292L228 208C228 131 214 53 187-26 156-117 114-183 62-223 59-227 57-231 57-234 57-243 62-248 71-248 72-248 75-247 78-245Z"></path></g></g></g></svg></mjx-container> ，但远未达到多项式复杂度。元复杂性方面，Ilango 证明了 MCSP 的某些变体是 NP 完全的，为<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="1.706ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 754 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P \neq NP"><g data-mml-node="mi" data-latex="P"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg><mjx-break size="4"></mjx-break><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="6.088ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 2690.8 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P \neq NP"><g data-mml-node="mo" data-latex="\neq"><path data-c="2260" d="M698 178 388 178 440 322 698 322C714 322 722 330 722 346 722 362 714 370 698 370L458 370 576 698C578 701 579 703 579 706 579 722 571 730 555 730 542 730 535 725 532 714L407 370 80 370C64 370 56 362 56 346 56 330 64 322 80 322L390 322 338 178 80 178C64 178 56 170 56 154 56 138 64 130 80 130L320 130 201-198C200-200 200-203 200-206 200-222 208-230 224-230 236-230 243-225 246-214L371 130 698 130C714 130 722 138 722 154 722 166 711 178 698 178Z"></path></g><g data-mml-node="mi" data-latex="N" transform="translate(1055.8,0)"><path data-c="1D441" d="M864 683C845 683 783 680 764 680 745 680 682 683 663 683 648 683 641 675 641 659 641 650 648 645 663 644 705 644 726 631 726 605 726 599 725 592 724 585L616 157 401 662C393 681 391 683 366 683L233 683C209 683 200 681 200 659 200 649 211 644 232 644 274 644 295 643 296 640L163 110C154 71 131 49 95 42 69 39 39 43 39 15 39 5 45 0 56 0 74 0 136 3 155 3 174 3 238 0 257 0 272 0 279 8 279 24 279 33 271 38 255 39 214 40 194 53 194 78 194 83 195 90 197 100L326 611 576 21C582 7 590 0 599 0 608 0 614 8 618 24L757 574C770 625 798 643 860 644 874 645 881 653 881 669 878 678 877 683 864 683Z"></path></g><g data-mml-node="mi" data-latex="P" transform="translate(1936.8,0)"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg></mjx-container> 提供了间接证据。物理模型方面，Aaronson 探讨了量子计算与 NP 问题的关系，指出量子计算机可能无法解决 NP 完全问题，但可加速特定问题（如 Shor 算法分解大整数）。</p><p>核心挑战仍在于突破现有证明障碍：如何构造不依赖相对化、自然证明或代数化的新方法。“这里没有路线图，我们如同置身荒野。”</p></div><div class="story post-story"><h2 id="结语：难题的本质"><a href="#结语：难题的本质" class="headerlink" title="结语：难题的本质"></a>结语：难题的本质</h2><p>P 对 NP 问题不仅是数学谜题，更是对人类认知边界的拷问。若<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="1.706ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 754 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P = NP"><g data-mml-node="mi" data-latex="P"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg><mjx-break size="4"></mjx-break><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="6.088ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 2690.8 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P = NP"><g data-mml-node="mo" data-latex="="><path data-c="3D" d="M698 367 80 367C64 367 56 359 56 344 56 329 64 321 80 321L698 321C714 321 722 329 722 344 722 356 711 367 698 367M698 179 80 179C64 179 56 171 56 156 56 141 64 133 80 133L698 133C714 133 722 141 722 156 722 169 711 179 698 179Z"></path></g><g data-mml-node="mi" data-latex="N" transform="translate(1055.8,0)"><path data-c="1D441" d="M864 683C845 683 783 680 764 680 745 680 682 683 663 683 648 683 641 675 641 659 641 650 648 645 663 644 705 644 726 631 726 605 726 599 725 592 724 585L616 157 401 662C393 681 391 683 366 683L233 683C209 683 200 681 200 659 200 649 211 644 232 644 274 644 295 643 296 640L163 110C154 71 131 49 95 42 69 39 39 43 39 15 39 5 45 0 56 0 74 0 136 3 155 3 174 3 238 0 257 0 272 0 279 8 279 24 279 33 271 38 255 39 214 40 194 53 194 78 194 83 195 90 197 100L326 611 576 21C582 7 590 0 599 0 608 0 614 8 618 24L757 574C770 625 798 643 860 644 874 645 881 653 881 669 878 678 877 683 864 683Z"></path></g><g data-mml-node="mi" data-latex="P" transform="translate(1936.8,0)"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg></mjx-container> ，世界将变得 “过于有序”，创造力与验证等价，数学证明可由计算机自动生成；若<mjx-container class="MathJax" jax="SVG" overflow="overflow"><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="1.706ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 754 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P \neq NP"><g data-mml-node="mi" data-latex="P"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg><mjx-break size="4"></mjx-break><svg style="vertical-align:-.566ex" xmlns="http://www.w3.org/2000/svg" width="6.088ex" height="2.262ex" role="img" focusable="false" viewBox="0 -750 2690.8 1000"><g stroke="currentColor" fill="currentColor" stroke-width="0" transform="scale(1,-1)"><g data-mml-node="math" data-latex="P \neq NP"><g data-mml-node="mo" data-latex="\neq"><path data-c="2260" d="M698 178 388 178 440 322 698 322C714 322 722 330 722 346 722 362 714 370 698 370L458 370 576 698C578 701 579 703 579 706 579 722 571 730 555 730 542 730 535 725 532 714L407 370 80 370C64 370 56 362 56 346 56 330 64 322 80 322L390 322 338 178 80 178C64 178 56 170 56 154 56 138 64 130 80 130L320 130 201-198C200-200 200-203 200-206 200-222 208-230 224-230 236-230 243-225 246-214L371 130 698 130C714 130 722 138 722 154 722 166 711 178 698 178Z"></path></g><g data-mml-node="mi" data-latex="N" transform="translate(1055.8,0)"><path data-c="1D441" d="M864 683C845 683 783 680 764 680 745 680 682 683 663 683 648 683 641 675 641 659 641 650 648 645 663 644 705 644 726 631 726 605 726 599 725 592 724 585L616 157 401 662C393 681 391 683 366 683L233 683C209 683 200 681 200 659 200 649 211 644 232 644 274 644 295 643 296 640L163 110C154 71 131 49 95 42 69 39 39 43 39 15 39 5 45 0 56 0 74 0 136 3 155 3 174 3 238 0 257 0 272 0 279 8 279 24 279 33 271 38 255 39 214 40 194 53 194 78 194 83 195 90 197 100L326 611 576 21C582 7 590 0 599 0 608 0 614 8 618 24L757 574C770 625 798 643 860 644 874 645 881 653 881 669 878 678 877 683 864 683Z"></path></g><g data-mml-node="mi" data-latex="P" transform="translate(1936.8,0)"><path data-c="1D443" d="M555 683 235 683C212 683 201 682 201 660 201 649 212 644 234 644 254 644 294 647 294 631 294 629 293 623 290 613L158 82C152 60 142 47 128 42 121 40 103 39 72 39 50 39 40 37 40 16 40 5 46 0 59 0L184 3 248 2C259 2 299 0 312 0 328 0 336 8 336 24 336 34 325 39 304 39 264 39 244 43 244 52 244 52 245 55 247 68L307 312 472 312C537 312 599 332 657 371 722 414 754 467 754 530 754 629 660 683 555 683M524 644C611 644 654 614 654 554 654 498 626 423 597 397 559 363 509 346 447 346L313 346 379 610C387 644 387 644 429 644Z"></path></g></g></g></svg></mjx-container> ，则 “难题恒难”，人类智慧的独特价值得以保留。无论答案如何，探索过程已催生计算复杂性、密码学、元数学等多个学科的突破。</p><p>正如希尔伯特所言：“我们必须知道，我们必将知道。” 但在 P 对 NP 问题面前，这句话或许需要修正：知道的代价，可能远超我们的想象。</p><p><a target="_blank" rel="external nofollow noopener noreferrer" href="/go.html?u=aHR0cHM6Ly9tYXRyaXg2Ny5jb20vYmxvZy9hcmNoaXZlcy83MDg0">M67</a></p></div></div><div class="footer"></div><div class="article-meta" id="bottom"><div class="new-meta-box"></div></div><div class="prev-next"><a class="prev" href="/notes/Zeta/85"><p class="title"><i class="fa-solid fa-chevron-left" aria-hidden="true"></i>解析延拓的局限性</p><p class="content">解析延拓作为复分析核心工具，通过全纯函数刚性定理突破初始定义域限制，却受奇点分布、路径拓扑与定义域结构三重制约。本性奇点构成最严格阻碍，自然边界由无穷多凝聚态奇点形成；单值性定理揭示延拓对定义域拓扑的依赖，黎曼曲面可解决多值性困境；离散点集无法确定解析延拓，区域连通性至关重要。这些局限催生黎曼曲面和层论等概念，如黎曼ζ函数无法跨越虚轴自然边界。</p></a><a class="next" href="/notes/Zeta/87"><p class="title">广义黎曼猜想与P对NP问题的广义推广思维方式：从特殊到一般的数学升华<i class="fa-solid fa-chevron-right" aria-hidden="true"></i></p><p class="content">文章探讨广义黎曼猜想与P对NP问题的广义推广思维，二者均通过引入新数学结构将原问题拓展至更广泛框架，揭示数论与理论计算机科学的深刻联系，展现从特殊到一般的数学研究范式。</p></a></div><div class="recommended-article"><div class="recommended-article-header"><i class="fa-solid fa-bookmark fa-fw" aria-hidden="true"></i> <span>推荐阅读</span></div><div class="recommended-article-group"> <a class="recommended-article-item" href="/notes/Zeta/87.html" title="广义黎曼猜想与P对NP问题的广义推广思维方式：从特殊到一般的数学升华" rel="bookmark"><img src="https://static.mhuig.top/npm/imbox@0.0.15/c/20.webp" class="lazyload" data-srcset="https://static.mhuig.top/npm/imbox@0.0.15/c/20.webp" srcset="data:image/gif;base64,R0lGODlhAQABAIAAAP///////yH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" alt="广义黎曼猜想与P对NP问题的广义推广思维方式：从特殊到一般的数学升华"> <span class="title">广义黎曼猜想与P对NP问题的广义推广思维方式：从特殊到一般的数学升华</span></a> <a class="recommended-article-item" href="/notes/Zeta/88.html" title="问题的归约：连接P与NP世界的逻辑桥梁" rel="bookmark"><img src="https://static.mhuig.top/npm/imbox@0.0.15/c/92.webp" class="lazyload" data-srcset="https://static.mhuig.top/npm/imbox@0.0.15/c/92.webp" srcset="data:image/gif;base64,R0lGODlhAQABAIAAAP///////yH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" alt="问题的归约：连接P与NP世界的逻辑桥梁"> <span class="title">问题的归约：连接P与NP世界的逻辑桥梁</span></a> <a class="recommended-article-item" href="/notes/P-2000/5.html" title="P-2000问题的#P完全性证明与复杂性分析" rel="bookmark"><img src="https://static.mhuig.top/npm/imbox@0.0.15/c/60.webp" class="lazyload" data-srcset="https://static.mhuig.top/npm/imbox@0.0.15/c/60.webp" srcset="data:image/gif;base64,R0lGODlhAQABAIAAAP///////yH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" alt="P-2000问题的#P完全性证明与复杂性分析"> <span class="title">P-2000问题的#P完全性证明与复杂性分析</span></a> <a class="recommended-article-item" href="/notes/P-2000/6.html" title="P-n问题与计数版本子集和问题的归约关系 P-n问题的#P完全性证明：与计数子集和问题的归约关系" rel="bookmark"><img src="https://static.mhuig.top/npm/imbox@0.0.15/c/3.webp" class="lazyload" data-srcset="https://static.mhuig.top/npm/imbox@0.0.15/c/3.webp" srcset="data:image/gif;base64,R0lGODlhAQABAIAAAP///////yH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" alt="P-n问题与计数版本子集和问题的归约关系 P-n问题的#P完全性证明：与计数子集和问题的归约关系"> <span class="title">P-n问题与计数版本子集和问题的归约关系 P-n问题的#P完全性证明：与计数子集和问题的归约关系</span></a> <a class="recommended-article-item" href="/notes/P-2000/7.html" title="P-2000问题与子集和问题的计算复杂性关联分析" rel="bookmark"><img src="https://static.mhuig.top/npm/imbox@0.0.15/c/41.webp" class="lazyload" data-srcset="https://static.mhuig.top/npm/imbox@0.0.15/c/41.webp" srcset="data:image/gif;base64,R0lGODlhAQABAIAAAP///////yH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" alt="P-2000问题与子集和问题的计算复杂性关联分析"> <span class="title">P-2000问题与子集和问题的计算复杂性关联分析</span></a> <a class="recommended-article-item" href="/notes/Zeta/90.html" title="子集和问题的NPC属性证明：从3SAT到整数集合的多项式时间归约" rel="bookmark"><img src="https://static.mhuig.top/npm/imbox@0.0.15/c/105.webp" class="lazyload" data-srcset="https://static.mhuig.top/npm/imbox@0.0.15/c/105.webp" srcset="data:image/gif;base64,R0lGODlhAQABAIAAAP///////yH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" alt="子集和问题的NPC属性证明：从3SAT到整数集合的多项式时间归约"> <span class="title">子集和问题的NPC属性证明：从3SAT到整数集合的多项式时间归约</span></a></div></div></article><article class="post white-box shadow floatable blur" id="comments"><span hidden=""><meta itemprop="discussionUrl" content="/notes/Zeta/86#comments"></span><p ct=""><i class="fa-duotone fa-comments"></i> 留言区</p><div id="layoutHelper-comments"></div></article></div><aside id="l_side" itemscope="" itemtype="http://schema.org/WPSideBar"><section class="widget text desktop mobile pjax"><header><a href="/notes/"><i class="fa-duotone fa-book fa-fw" aria-hidden="true"></i> <span class="name">Notes</span></a></header><div class="content"></div></section><section class="widget list group desktop mobile pjax"><header><i class="fa-duotone fa-square-z fa-fw" aria-hidden="true"></i> <span class="name">Zeta Archive</span></header><div class="content"><ul class="list entry navigation"><li><a class="flat-box" title="/notes/Zeta/" href="/notes/Zeta/" active-action="action-notesZeta"><div class="name"> Welcome</div></a></li><li><a class="flat-box" title="/notes/Zeta/1" href="/notes/Zeta/1" active-action="action-notesZeta1"><div class="name"> Leibniz</div></a></li><li><a class="flat-box" title="/notes/Zeta/2" href="/notes/Zeta/2" active-action="action-notesZeta2"><div class="name"> On the Number of Primes Less Than a Given Magnitude</div></a></li><li><a class="flat-box" title="/notes/Zeta/3" href="/notes/Zeta/3" active-action="action-notesZeta3"><div class="name"> Clebsch's fair copy of Riemann's publication</div></a></li><li><a class="flat-box" title="/notes/Zeta/4" href="/notes/Zeta/4" active-action="action-notesZeta4"><div class="name"> Clebsch's fair copy of Riemann's publication</div></a></li><li><a class="flat-box" title="/notes/Zeta/5" href="/notes/Zeta/5" active-action="action-notesZeta5"><div class="name"> Riemann’s 1859 Manuscript</div></a></li><li><a class="flat-box" title="/notes/Zeta/6" href="/notes/Zeta/6" active-action="action-notesZeta6"><div class="name"> Ueber die Anzahl der Primzahlen unter einer gegebenen Grösse</div></a></li><li><a class="flat-box" title="/notes/Zeta/7" href="/notes/Zeta/7" active-action="action-notesZeta7"><div class="name"> On the Number of Primes Less Than a Given Quantity</div></a></li><li><a class="flat-box" title="/notes/Zeta/8" href="/notes/Zeta/8" active-action="action-notesZeta8"><div class="name"> Riemann’s Zeta Function</div></a></li><li><a class="flat-box" title="/notes/Zeta/9" href="/notes/Zeta/9" active-action="action-notesZeta9"><div class="name"> Euclid素数无限定理</div></a></li><li><a class="flat-box" title="/notes/Zeta/10" href="/notes/Zeta/10" active-action="action-notesZeta10"><div class="name"> 埃拉托斯特尼筛法</div></a></li><li><a class="flat-box" title="/notes/Zeta/11" href="/notes/Zeta/11" active-action="action-notesZeta11"><div class="name"> Euler对无穷级数的若干观察</div></a></li><li><a class="flat-box" title="/notes/Zeta/12" href="/notes/Zeta/12" active-action="action-notesZeta12"><div class="name"> 欧拉乘积公式</div></a></li><li><a class="flat-box" title="/notes/Zeta/13" href="/notes/Zeta/13" active-action="action-notesZeta13"><div class="name"> 牛顿广义二项式定理</div></a></li><li><a class="flat-box" title="/notes/Zeta/14" href="/notes/Zeta/14" active-action="action-notesZeta14"><div class="name"> 二年级之梦</div></a></li><li><a class="flat-box" title="/notes/Zeta/15" href="/notes/Zeta/15" active-action="action-notesZeta15"><div class="name"> 罗素悖论</div></a></li><li><a class="flat-box" title="/notes/Zeta/16" href="/notes/Zeta/16" active-action="action-notesZeta16"><div class="name"> 哥德尔不完备性定理</div></a></li><li><a class="flat-box" title="/notes/Zeta/17" href="/notes/Zeta/17" active-action="action-notesZeta17"><div class="name"> 停机问题</div></a></li><li><a class="flat-box" title="/notes/Zeta/18" href="/notes/Zeta/18" active-action="action-notesZeta18"><div class="name"> 素数定理</div></a></li><li><a class="flat-box" title="/notes/Zeta/19" href="/notes/Zeta/19" active-action="action-notesZeta19"><div class="name"> 对数运算法则</div></a></li><li><a class="flat-box" title="/notes/Zeta/20" href="/notes/Zeta/20" active-action="action-notesZeta20"><div class="name"> 本福特定律</div></a></li><li><a class="flat-box" title="/notes/Zeta/21" href="/notes/Zeta/21" active-action="action-notesZeta21"><div class="name"> 狄利克雷Eta函数</div></a></li><li><a class="flat-box" title="/notes/Zeta/22" href="/notes/Zeta/22" active-action="action-notesZeta22"><div class="name"> 留数定理</div></a></li><li><a class="flat-box" title="/notes/Zeta/23" href="/notes/Zeta/23" active-action="action-notesZeta23"><div class="name"> 多项式分式前n项和变换为积分</div></a></li><li><a class="flat-box" title="/notes/Zeta/24" href="/notes/Zeta/24" active-action="action-notesZeta24"><div class="name"> 梅林变换</div></a></li><li><a class="flat-box" title="/notes/Zeta/25" href="/notes/Zeta/25" active-action="action-notesZeta25"><div class="name"> 佩龙公式</div></a></li><li><a class="flat-box" title="/notes/Zeta/26" href="/notes/Zeta/26" active-action="action-notesZeta26"><div class="name"> 曼戈尔特函数</div></a></li><li><a class="flat-box" title="/notes/Zeta/27" href="/notes/Zeta/27" active-action="action-notesZeta27"><div class="name"> 黎曼素数计数函数J(x)</div></a></li><li><a class="flat-box" title="/notes/Zeta/28" href="/notes/Zeta/28" active-action="action-notesZeta28"><div class="name"> 莫比乌斯反演</div></a></li><li><a class="flat-box" title="/notes/Zeta/29" href="/notes/Zeta/29" active-action="action-notesZeta29"><div class="name"> 斯蒂尔杰斯积分</div></a></li><li><a class="flat-box" title="/notes/Zeta/30" href="/notes/Zeta/30" active-action="action-notesZeta30"><div class="name"> 威尔斯特拉斯无穷乘积展开</div></a></li><li><a class="flat-box" title="/notes/Zeta/31" href="/notes/Zeta/31" active-action="action-notesZeta31"><div class="name"> 不知名的碎片1</div></a></li><li><a class="flat-box" title="/notes/Zeta/32" href="/notes/Zeta/32" active-action="action-notesZeta32"><div class="name"> 不知名的碎片2</div></a></li><li><a class="flat-box" title="/notes/Zeta/33" href="/notes/Zeta/33" active-action="action-notesZeta33"><div class="name"> 不知名的碎片3</div></a></li><li><a class="flat-box" title="/notes/Zeta/34" href="/notes/Zeta/34" active-action="action-notesZeta34"><div class="name"> 根号2的无理性证明</div></a></li><li><a class="flat-box" title="/notes/Zeta/35" href="/notes/Zeta/35" active-action="action-notesZeta35"><div class="name"> e的无理性证明</div></a></li><li><a class="flat-box" title="/notes/Zeta/36" href="/notes/Zeta/36" active-action="action-notesZeta36"><div class="name"> π的无理性证明</div></a></li><li><a class="flat-box" title="/notes/Zeta/37" href="/notes/Zeta/37" active-action="action-notesZeta37"><div class="name"> Zeta的无理性之谜</div></a></li><li><a class="flat-box" title="/notes/Zeta/38" href="/notes/Zeta/38" active-action="action-notesZeta38"><div class="name"> Niven的无理数</div></a></li><li><a class="flat-box" title="/notes/Zeta/39" href="/notes/Zeta/39" active-action="action-notesZeta39"><div class="name"> 柯西方法</div></a></li><li><a class="flat-box" title="/notes/Zeta/40" href="/notes/Zeta/40" active-action="action-notesZeta40"><div class="name"> 积性函数蕴含迭代结构</div></a></li><li><a class="flat-box" title="/notes/Zeta/41" href="/notes/Zeta/41" active-action="action-notesZeta41"><div class="name"> 黎曼 Zeta 函数是分形</div></a></li><li><a class="flat-box" title="/notes/Zeta/42" href="/notes/Zeta/42" active-action="action-notesZeta42"><div class="name"> 沃罗宁定理</div></a></li><li><a class="flat-box" title="/notes/Zeta/43" href="/notes/Zeta/43" active-action="action-notesZeta43"><div class="name"> 迭代积分</div></a></li><li><a class="flat-box" title="/notes/Zeta/44" href="/notes/Zeta/44" active-action="action-notesZeta44"><div class="name"> 高阶导数</div></a></li><li><a class="flat-box" title="/notes/Zeta/45" href="/notes/Zeta/45" active-action="action-notesZeta45"><div class="name"> 阿贝尔变换</div></a></li><li><a class="flat-box" title="/notes/Zeta/46" href="/notes/Zeta/46" active-action="action-notesZeta46"><div class="name"> 泊松求和公式</div></a></li><li><a class="flat-box" title="/notes/Zeta/47" href="/notes/Zeta/47" active-action="action-notesZeta47"><div class="name"> Theta函数</div></a></li><li><a class="flat-box" title="/notes/Zeta/48" href="/notes/Zeta/48" active-action="action-notesZeta48"><div class="name"> 魔群</div></a></li><li><a class="flat-box" title="/notes/Zeta/49" href="/notes/Zeta/49" active-action="action-notesZeta49"><div class="name"> 朗兰兹纲领</div></a></li><li><a class="flat-box" title="/notes/Zeta/50" href="/notes/Zeta/50" active-action="action-notesZeta50"><div class="name"> 黎曼Zeta函数的解析延拓</div></a></li><li><a class="flat-box" title="/notes/Zeta/51" href="/notes/Zeta/51" active-action="action-notesZeta51"><div class="name"> 积分与求和交换顺序</div></a></li><li><a class="flat-box" title="/notes/Zeta/52" href="/notes/Zeta/52" active-action="action-notesZeta52"><div class="name"> 魏尔斯特拉斯判别法</div></a></li><li><a class="flat-box" title="/notes/Zeta/53" href="/notes/Zeta/53" active-action="action-notesZeta53"><div class="name"> Zeta函数的函数方程</div></a></li><li><a class="flat-box" title="/notes/Zeta/54" href="/notes/Zeta/54" active-action="action-notesZeta54"><div class="name"> Zeta函数解析延拓的经典方法</div></a></li><li><a class="flat-box" title="/notes/Zeta/55" href="/notes/Zeta/55" active-action="action-notesZeta55"><div class="name"> 黎曼Xi函数</div></a></li><li><a class="flat-box" title="/notes/Zeta/56" href="/notes/Zeta/56" active-action="action-notesZeta56"><div class="name"> 黎曼关于Zeta函数零点分布的三个核心论断</div></a></li><li><a class="flat-box" title="/notes/Zeta/57" href="/notes/Zeta/57" active-action="action-notesZeta57"><div class="name"> 黎曼的整体思路</div></a></li><li><a class="flat-box" title="/notes/Zeta/58" href="/notes/Zeta/58" active-action="action-notesZeta58"><div class="name"> 筛法的奇偶障碍</div></a></li><li><a class="flat-box" title="/notes/Zeta/59" href="/notes/Zeta/59" active-action="action-notesZeta59"><div class="name"> 黎曼非平凡零点计数渐近公式</div></a></li><li><a class="flat-box" title="/notes/Zeta/60" href="/notes/Zeta/60" active-action="action-notesZeta60"><div class="name"> Zeta非平凡零点虚部渐近公式</div></a></li><li><a class="flat-box" title="/notes/Zeta/61" href="/notes/Zeta/61" active-action="action-notesZeta61"><div class="name"> 黎曼Zeta函数非平凡零点虚部研究的历史脉络</div></a></li><li><a class="flat-box" title="/notes/Zeta/62" href="/notes/Zeta/62" active-action="action-notesZeta62"><div class="name"> 黎曼Zeta函数非平凡零点虚部的表达式</div></a></li><li><a class="flat-box" title="/notes/Zeta/63" href="/notes/Zeta/63" active-action="action-notesZeta63"><div class="name"> 黎曼-西格尔公式</div></a></li><li><a class="flat-box" title="/notes/Zeta/64" href="/notes/Zeta/64" active-action="action-notesZeta64"><div class="name"> On Riemann’s Nachlass for Analytic Number Theory Siegel(1932)</div></a></li><li><a class="flat-box" title="/notes/Zeta/65" href="/notes/Zeta/65" active-action="action-notesZeta65"><div class="name"> 论黎曼解析数论遗稿 西格尔(1932)[中文]</div></a></li><li><a class="flat-box" title="/notes/Zeta/66" href="/notes/Zeta/66" active-action="action-notesZeta66"><div class="name"> 不知名的碎片4</div></a></li><li><a class="flat-box" title="/notes/Zeta/67" href="/notes/Zeta/67" active-action="action-notesZeta67"><div class="name"> 不知名的碎片5</div></a></li><li><a class="flat-box" title="/notes/Zeta/68" href="/notes/Zeta/68" active-action="action-notesZeta68"><div class="name"> 不知名的碎片6</div></a></li><li><a class="flat-box" title="/notes/Zeta/69" href="/notes/Zeta/69" active-action="action-notesZeta69"><div class="name"> 不知名的碎片7</div></a></li><li><a class="flat-box" title="/notes/Zeta/70" href="/notes/Zeta/70" active-action="action-notesZeta70"><div class="name"> Zeta(3)</div></a></li><li><a class="flat-box" title="/notes/Zeta/71" href="/notes/Zeta/71" active-action="action-notesZeta71"><div class="name"> 与RH等价的命题</div></a></li><li><a class="flat-box" title="/notes/Zeta/72" href="/notes/Zeta/72" active-action="action-notesZeta72"><div class="name"> 黎曼ξ函数的对数表示与其零点乘积形式</div></a></li><li><a class="flat-box" title="/notes/Zeta/73" href="/notes/Zeta/73" active-action="action-notesZeta73"><div class="name"> 黎曼ξ函数对数展开的历史</div></a></li><li><a class="flat-box" title="/notes/Zeta/74" href="/notes/Zeta/74" active-action="action-notesZeta74"><div class="name"> 阿达马因子分解定理</div></a></li><li><a class="flat-box" title="/notes/Zeta/75" href="/notes/Zeta/75" active-action="action-notesZeta75"><div class="name"> 戴森与蒙哥马利的跨学科邂逅</div></a></li><li><a class="flat-box" title="/notes/Zeta/76" href="/notes/Zeta/76" active-action="action-notesZeta76"><div class="name"> 希尔伯特-波利亚猜想</div></a></li><li><a class="flat-box" title="/notes/Zeta/77" href="/notes/Zeta/77" active-action="action-notesZeta77"><div class="name"> 蒙哥马利-奥德利兹科定律</div></a></li><li><a class="flat-box" title="/notes/Zeta/78" href="/notes/Zeta/78" active-action="action-notesZeta78"><div class="name"> 黎曼Zeta函数的表示方法</div></a></li><li><a class="flat-box" title="/notes/Zeta/79" href="/notes/Zeta/79" active-action="action-notesZeta79"><div class="name"> 拉马努金主定理</div></a></li><li><a class="flat-box" title="/notes/Zeta/80" href="/notes/Zeta/80" active-action="action-notesZeta80"><div class="name"> 不知名的碎片8</div></a></li><li><a class="flat-box" title="/notes/Zeta/81" href="/notes/Zeta/81" active-action="action-notesZeta81"><div class="name"> 不知名的碎片9</div></a></li><li><a class="flat-box" title="/notes/Zeta/82" href="/notes/Zeta/82" active-action="action-notesZeta82"><div class="name"> 不知名的碎片10</div></a></li><li><a class="flat-box" title="/notes/Zeta/83" href="/notes/Zeta/83" active-action="action-notesZeta83"><div class="name"> 不知名的碎片11</div></a></li><li><a class="flat-box" title="/notes/Zeta/84" href="/notes/Zeta/84" active-action="action-notesZeta84"><div class="name"> 哈代定理</div></a></li><li><a class="flat-box" title="/notes/Zeta/85" href="/notes/Zeta/85" active-action="action-notesZeta85"><div class="name"> 解析延拓的局限性</div></a></li><li><a class="flat-box" title="/notes/Zeta/86" href="/notes/Zeta/86" active-action="action-notesZeta86"><div class="name"> P对NP问题：计算复杂性的终极谜题</div></a></li><li><a class="flat-box" title="/notes/Zeta/87" href="/notes/Zeta/87" active-action="action-notesZeta87"><div class="name"> 广义化思维：从特殊到一般</div></a></li><li><a class="flat-box" title="/notes/Zeta/88" href="/notes/Zeta/88" active-action="action-notesZeta88"><div class="name"> 问题的归约</div></a></li><li><a class="flat-box" title="/notes/Zeta/89" href="/notes/Zeta/89" active-action="action-notesZeta89"><div class="name"> Shor算法</div></a></li><li><a class="flat-box" title="/notes/Zeta/90" href="/notes/Zeta/90" active-action="action-notesZeta90"><div class="name"> 子集和问题的NPC属性证明</div></a></li><li><a class="flat-box" title="/notes/Zeta/91" href="/notes/Zeta/91" active-action="action-notesZeta91"><div class="name"> 函数零点问题的等价转化及黎曼猜想的方法论困境</div></a></li><li><a class="flat-box" title="/notes/Zeta/92" href="/notes/Zeta/92" active-action="action-notesZeta92"><div class="name"> 黎曼素数计数函数 J(x) 的自然截断现象与截断点分析</div></a></li><li><a class="flat-box" title="/notes/Zeta/93" href="/notes/Zeta/93" active-action="action-notesZeta93"><div class="name"> 拉普拉斯变换</div></a></li><li><a class="flat-box" title="/notes/Zeta/94" href="/notes/Zeta/94" active-action="action-notesZeta94"><div class="name"> 莫比乌斯函数与黎曼 Zeta 函数的深刻联系</div></a></li><li><a class="flat-box" title="/notes/Zeta/95" href="/notes/Zeta/95" active-action="action-notesZeta95"><div class="name"> 特殊函数倍乘公式的统一性</div></a></li><li><a class="flat-box" title="/notes/Zeta/96" href="/notes/Zeta/96" active-action="action-notesZeta96"><div class="name"> 塞尔伯格渐近公式</div></a></li><li><a class="flat-box" title="/notes/Zeta/97" href="/notes/Zeta/97" active-action="action-notesZeta97"><div class="name"> 塞尔伯格Zeta函数非平凡零点的正密率</div></a></li><li><a class="flat-box" title="/notes/Zeta/98" href="/notes/Zeta/98" active-action="action-notesZeta98"><div class="name"> 塞尔伯格磨光函数</div></a></li><li><a class="flat-box" title="/notes/Zeta/99" href="/notes/Zeta/99" active-action="action-notesZeta99"><div class="name"> 磨光技术</div></a></li><li><a class="flat-box" title="/notes/Zeta/100" href="/notes/Zeta/100" active-action="action-notesZeta100"><div class="name"> 黎曼Zeta函数临界线幅角函数</div></a></li><li><a class="flat-box" title="/notes/Zeta/101" href="/notes/Zeta/101" active-action="action-notesZeta101"><div class="name"> 玻尔-兰道定理</div></a></li><li><a class="flat-box" title="/notes/Zeta/102" href="/notes/Zeta/102" active-action="action-notesZeta102"><div class="name"> 哈代-利特尔伍德临界线定理</div></a></li><li><a class="flat-box" title="/notes/Zeta/103" href="/notes/Zeta/103" active-action="action-notesZeta103"><div class="name"> 塞尔伯格临界线定理</div></a></li><li><a class="flat-box" title="/notes/Zeta/104" href="/notes/Zeta/104" active-action="action-notesZeta104"><div class="name"> 莱文森临界线定理</div></a></li><li><a class="flat-box" title="/notes/Zeta/105" href="/notes/Zeta/105" active-action="action-notesZeta105"><div class="name"> 康瑞临界线定理</div></a></li><li><a class="flat-box" title="/notes/Zeta/106" href="/notes/Zeta/106" active-action="action-notesZeta106"><div class="name"> Zeta函数非平凡零点虚部的无理性与超越性之谜</div></a></li><li><a class="flat-box" title="/notes/Zeta/107" href="/notes/Zeta/107" active-action="action-notesZeta107"><div class="name"> 塞尔伯格迹公式</div></a></li><li><a class="flat-box" title="/notes/Zeta/108" href="/notes/Zeta/108" active-action="action-notesZeta108"><div class="name"> 复制函数</div></a></li><li><a class="flat-box" title="/notes/Zeta/109" href="/notes/Zeta/109" active-action="action-notesZeta109"><div class="name"> 塞尔伯格筛法</div></a></li><li><a class="flat-box" title="/notes/Zeta/110" href="/notes/Zeta/110" active-action="action-notesZeta110"><div class="name"> 庞加莱猜想与奇点手术</div></a></li><li><a class="flat-box" title="/notes/Zeta/111" href="/notes/Zeta/111" active-action="action-notesZeta111"><div class="name"> 先磨光再解析延拓</div></a></li><li><a class="flat-box" title="/notes/Zeta/112" href="/notes/Zeta/112" active-action="action-notesZeta112"><div class="name"> 朗道-西格尔零点猜想</div></a></li><li><a class="flat-box" title="/notes/Zeta/113" href="/notes/Zeta/113" active-action="action-notesZeta113"><div class="name"> 等差数列上的素数分布</div></a></li><li><a class="flat-box" title="/notes/Zeta/114" href="/notes/Zeta/114" active-action="action-notesZeta114"><div class="name"> 大筛法</div></a></li><li><a class="flat-box" title="/notes/Zeta/115" href="/notes/Zeta/115" active-action="action-notesZeta115"><div class="name"> 模性定理</div></a></li><li><a class="flat-box" title="/notes/Zeta/116" href="/notes/Zeta/116" active-action="action-notesZeta116"><div class="name"> 相邻素数间的有界间隔</div></a></li><li><a class="flat-box" title="/notes/Zeta/117" href="/notes/Zeta/117" active-action="action-notesZeta117"><div class="name"> 克拉梅尔模型与孪生素数猜想</div></a></li><li><a class="flat-box" title="/notes/Zeta/118" href="/notes/Zeta/118" active-action="action-notesZeta118"><div class="name"> Zeta函数的洛朗展开</div></a></li><li><a class="flat-box" title="/notes/Zeta/119" href="/notes/Zeta/119" active-action="action-notesZeta119"><div class="name"> Zeta函数与欧拉常数的关系</div></a></li><li><a class="flat-box" title="/notes/Zeta/120" href="/notes/Zeta/120" active-action="action-notesZeta120"><div class="name"> 黎曼Zeta函数的矩问题</div></a></li><li><a class="flat-box" title="/notes/Zeta/121" href="/notes/Zeta/121" active-action="action-notesZeta121"><div class="name"> 第n个素数的通项公式</div></a></li><li><a class="flat-box" title="/notes/Zeta/122" href="/notes/Zeta/122" active-action="action-notesZeta122"><div class="name"> AKS算法证明素数判定属于P类问题</div></a></li><li><a class="flat-box" title="/notes/Zeta/123" href="/notes/Zeta/123" active-action="action-notesZeta123"><div class="name"> 米勒-拉宾素性检验</div></a></li><li><a class="flat-box" title="/notes/Zeta/124" href="/notes/Zeta/124" active-action="action-notesZeta124"><div class="name"> 中国剩余定理</div></a></li><li><a class="flat-box" title="/notes/Zeta/125" href="/notes/Zeta/125" active-action="action-notesZeta125"><div class="name"> 二次互反律</div></a></li><li><a class="flat-box" title="/notes/Zeta/126" href="/notes/Zeta/126" active-action="action-notesZeta126"><div class="name"> 不知名的碎片12</div></a></li><li><a class="flat-box" title="/notes/Zeta/127" href="/notes/Zeta/127" active-action="action-notesZeta127"><div class="name"> 斯特林公式</div></a></li><li><a class="flat-box" title="/notes/Zeta/128" href="/notes/Zeta/128" active-action="action-notesZeta128"><div class="name"> 梅森素数</div></a></li><li><a class="flat-box" title="/notes/Zeta/129" href="/notes/Zeta/129" active-action="action-notesZeta129"><div class="name"> 全一素数</div></a></li><li><a class="flat-box" title="/notes/Zeta/130" href="/notes/Zeta/130" active-action="action-notesZeta130"><div class="name"> 华里士公式与欧拉 Beta 函数</div></a></li><li><a class="flat-box" title="/notes/Zeta/131" href="/notes/Zeta/131" active-action="action-notesZeta131"><div class="name"> Bombieri-Vinogradov 定理</div></a></li><li><a class="flat-box" title="/notes/Zeta/132" href="/notes/Zeta/132" active-action="action-notesZeta132"><div class="name"> EH猜想</div></a></li><li><a class="flat-box" title="/notes/Zeta/133" href="/notes/Zeta/133" active-action="action-notesZeta133"><div class="name"> Sarnak纲领性猜想：轨道上的素数分布理论</div></a></li><li><a class="flat-box" title="/notes/Zeta/134" href="/notes/Zeta/134" active-action="action-notesZeta134"><div class="name"> 圆法</div></a></li><li><a class="flat-box" title="/notes/Zeta/135" href="/notes/Zeta/135" active-action="action-notesZeta135"><div class="name"> Bourgain-Gamburd-Sarnak猜想</div></a></li><li><a class="flat-box" title="/notes/Zeta/136" href="/notes/Zeta/136" active-action="action-notesZeta136"><div class="name"> 从L函数到动力系统的深层联系</div></a></li><li><a class="flat-box" title="/notes/Zeta/137" href="/notes/Zeta/137" active-action="action-notesZeta137"><div class="name"> 量子唯一遍历性</div></a></li><li><a class="flat-box" title="/notes/Zeta/138" href="/notes/Zeta/138" active-action="action-notesZeta138"><div class="name"> 投资组合优化 Markowitz 模型</div></a></li><li><a class="flat-box" title="/notes/Zeta/139" href="/notes/Zeta/139" active-action="action-notesZeta139"><div class="name"> 凝聚态物理 谢林顿-柯克帕特里克模型</div></a></li><li><a class="flat-box" title="/notes/Zeta/140" href="/notes/Zeta/140" active-action="action-notesZeta140"><div class="name"> 神经网络 Hopfield 模型</div></a></li><li><a class="flat-box" title="/notes/Zeta/141" href="/notes/Zeta/141" active-action="action-notesZeta141"><div class="name"> 跨学科视角下的二次优化模型</div></a></li><li><a class="flat-box" title="/notes/Zeta/142" href="/notes/Zeta/142" active-action="action-notesZeta142"><div class="name"> 不知名的碎片13</div></a></li><li><a class="flat-box" title="/notes/Zeta/143" href="/notes/Zeta/143" active-action="action-notesZeta143"><div class="name"> 马尔可夫过程</div></a></li><li><a class="flat-box" title="/notes/Zeta/144" href="/notes/Zeta/144" active-action="action-notesZeta144"><div class="name"> 玻尔兹曼机</div></a></li><li><a class="flat-box" title="/notes/Zeta/145" href="/notes/Zeta/145" active-action="action-notesZeta145"><div class="name"> 乌拉姆素数螺旋</div></a></li><li><a class="flat-box" title="/notes/Zeta/146" href="/notes/Zeta/146" active-action="action-notesZeta146"><div class="name"> 计算不可约性</div></a></li><li><a class="flat-box" title="/notes/Zeta/147" href="/notes/Zeta/147" active-action="action-notesZeta147"><div class="name"> TREE(3)</div></a></li><li><a class="flat-box" title="/notes/Zeta/148" href="/notes/Zeta/148" active-action="action-notesZeta148"><div class="name"> 数学自循环演化系统 [胡说八道]</div></a></li><li><a class="flat-box" title="/notes/Zeta/149" href="/notes/Zeta/149" active-action="action-notesZeta149"><div class="name"> 不知名的碎片14</div></a></li><li><a class="flat-box" title="/notes/Zeta/150" href="/notes/Zeta/150" active-action="action-notesZeta150"><div class="name"> L-函数的分析构造与自守形式的联系</div></a></li></ul></div></section><div class="widget-sticky pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div><div class="pjax"></div></aside><pjax><script>window.pdata={},pdata.ispage=!1,pdata.commentPath="",pdata.commentPlaceholder="",pdata.commentConfig={};var l_header=document.getElementById("l_header");l_header.classList.add("show");var cover_wrapper=document.querySelector("#l_cover .cover-wrapper"),scroll_down=document.getElementById("scroll-down");cover_wrapper.id="none",cover_wrapper.style.display="none",scroll_down.style.display="none"</script></pjax></div><footer class="footer clearfix" itemscope="" itemtype="http://schema.org/WPFooter"><br><br><div class="aplayer-container"><div class="aplayer-local"></div></div><br><div class="social-wrapper" itemprop="about" itemscope="" itemtype="http://schema.org/Thing"><a href="/atom.xml" class="social fa-duotone fa-rss flat-btn" target="_blank" rel="external nofollow noopener noreferrer" itemprop="url"></a><a href="https://mhuig.top/contact/" class="social fa-duotone fa-envelope flat-btn" target="_blank" rel="external nofollow noopener noreferrer" itemprop="url"></a><a href="https://github.com/MHuiG" class="social fa-brands fa-github flat-btn" target="_blank" rel="external nofollow noopener noreferrer" itemprop="url"></a><a href="https://t.me/MHuiG" class="social fa-brands fa-telegram flat-btn" target="_blank" rel="external nofollow noopener noreferrer" itemprop="url"></a></div><div><p>博客内容遵循 <a target="_blank" rel="external nofollow noopener noreferrer" href="https://creativecommons.org/licenses/by-nc-sa/4.0/deed.zh-hans">署名-非商业性使用-相同方式共享 4.0 国际 (CC BY-NC-SA 4.0) 协议</a></p></div><div class="copyright"><p><a href="https://icp.gov.moe" target="_blank" rel="external nofollow noopener noreferrer">萌ICP备</a> <a href="https://icp.gov.moe/?keyword=2020012138" target="_blank" rel="external nofollow noopener noreferrer">2020012138号</a><br><a target="_blank" rel="noopener" href="https://mhuig.top/">Copyright © Since 2018 MHuiG</a></p></div></footer><a id="s-top" class="fa-solid fa-arrow-up fa-fw" title="top"></a></div></div><div><script>volantis.dom.bodyAnchor=volantis.dom.$(document.getElementById("safearea")),volantis.dom.topBtn=volantis.dom.$(document.getElementById("s-top")),volantis.dom.wrapper=volantis.dom.$(document.getElementById("wrapper")),volantis.dom.coverAnchor=volantis.dom.$(document.querySelector("#l_cover .cover-wrapper")),volantis.dom.switcher=volantis.dom.$(document.querySelector("#l_header .switcher .s-search")),volantis.dom.header=volantis.dom.$(document.getElementById("l_header")),volantis.dom.search=volantis.dom.$(document.querySelector("#l_header .m_search")),volantis.dom.mPhoneList=volantis.dom.$(document.querySelectorAll("#l_header .m-phone .list-v"))</script><script>volantis.css("https://static.mhuig.top/npm/volantis-static@0.0.1660614606622/libs/@fortawesome/fontawesome-pro/css/all.min.css")</script><script src="/js/app.js"></script><script>const rootElement=document.documentElement,darkModeStorageKey="color-scheme",rootElementDarkModeAttributeName="color-scheme",setLS=(e,t)=>{localStorage.setItem(e,t)},removeLS=e=>{localStorage.removeItem(e)},getLS=e=>localStorage.getItem(e),getModeFromCSSMediaQuery=()=>window.matchMedia("(prefers-color-scheme: dark)").matches?"dark":"light",resetRootDarkModeAttributeAndLS=()=>{rootElement.removeAttribute("color-scheme"),removeLS("color-scheme")},validColorModeKeys={dark:!0,light:!0},applyCustomDarkModeSettings=e=>{const t=e||getLS("color-scheme");getCustomDarkMode(),t===getModeFromCSSMediaQuery()?resetRootDarkModeAttributeAndLS():validColorModeKeys[t]?rootElement.setAttribute("color-scheme",t):resetRootDarkModeAttributeAndLS()},invertDarkModeObj={dark:"light",light:"dark"},getCustomDarkMode=()=>{let e=getLS("color-scheme");if(validColorModeKeys[e])e=invertDarkModeObj[e];else{if(null!==e)return;e=invertDarkModeObj[getModeFromCSSMediaQuery()]}volantis.dark.mode="dark"==e?"light":"dark"},toggleCustomDarkMode=()=>{let e=getLS("color-scheme");if(validColorModeKeys[e])e=invertDarkModeObj[e];else{if(null!==e)return;e=invertDarkModeObj[getModeFromCSSMediaQuery()]}return setLS("color-scheme",e),e};function bindToggleButton(){document.querySelectorAll("#wrapper .toggle-mode-btn,#rightmenu-wrapper .toggle-mode-btn").forEach((function(e){volantis.dom.$(e).on("click",volantis.dark.toggle)}))}volantis.dark.toggle=()=>{const e=toggleCustomDarkMode();applyCustomDarkModeSettings(e),volantis.dark.method.toggle.start()},applyCustomDarkModeSettings(),document.addEventListener("DOMContentLoaded",(()=>{volantis.requestAnimationFrame(bindToggleButton)})),volantis.pjax.push(bindToggleButton);const darkModelListeners={dark:e=>{e.matches&&(volantis.dark.mode="dark"),volantis.dark.method.toggle.start()},light:e=>{e.matches&&(volantis.dark.mode="light"),volantis.dark.method.toggle.start()}};window.matchMedia("(prefers-color-scheme: dark)").addListener(darkModelListeners.dark),window.matchMedia("(prefers-color-scheme: light)").addListener(darkModelListeners.light)</script><script>function loadIssuesJS(){null!=document.getElementById("sites-api")&&"undefined"==typeof SitesJS&&volantis.js("/js/plugins/tags/sites.js");null!=document.getElementById("friends-api")&&"undefined"==typeof FriendsJS&&volantis.js("/js/plugins/tags/friends.js");null!=document.getElementById("contributors-api")&&"undefined"==typeof ContributorsJS&&volantis.js("/js/plugins/tags/contributors.js")}loadIssuesJS(),volantis.pjax.push((()=>{loadIssuesJS()}))</script><script defer="" src="https://cdn.bootcdn.net/ajax/libs/vanilla-lazyload/17.1.0/lazyload.min.js"></script><script>window.lazyLoadOptions={elements_selector:".lazyload",threshold:0},window.addEventListener("LazyLoad::Initialized",(function(n){window.lazyLoadInstance=n.detail.instance}),!1),document.addEventListener("DOMContentLoaded",(function(){lazyLoadInstance.update()})),document.addEventListener("pjax:complete",(function(){lazyLoadInstance.update()}))</script><script>window.FPConfig={delay:0,ignoreKeywords:["#"],maxRPS:6,hoverDelay:0}</script><script defer="" src="https://static.mhuig.top/npm/volantis-static@0.0.1660614606622/libs/flying-pages/flying-pages.min.js"></script><script>volantis.css("https://cdn.bootcdn.net/ajax/libs/aplayer/1.10.1/APlayer.min.css"),volantis.js("https://cdn.bootcdn.net/ajax/libs/aplayer/1.10.1/APlayer.min.js").then((()=>{function e(){document.querySelector(".aplayer-local-min")&&document.querySelectorAll(".aplayer-local-min").forEach((e=>{new APlayer(Object.assign({container:e,mini:!0,order:"list",volume:"0.7",autoplay:!1,loop:"all",theme:"#1BCDFC",listMaxHeight:"320px",listFolded:"true",preload:"auto",lrcType:3,audio:[{name:"虹之间",artist:"钢琴版伴奏",url:"https://blog.mhuig.top/music-Archive/BetweenTheRainbow.mp3",lrc:"https://blog.mhuig.top/music-Archive/BetweenTheRainbow.lrc",cover:"https://blog.mhuig.top/music-Archive/BetweenTheRainbow.jpg"},{name:"Avem",artist:"Alan Walker",url:"https://blog.mhuig.top/music-Archive/Avem.mp3",lrc:"https://blog.mhuig.top/music-Archive/Avem.lrc",cover:"https://blog.mhuig.top/music-Archive/Avem.jpg"},{name:"Fly",artist:"Marshmello / Leau Culver",url:"https://blog.mhuig.top/music-Archive/fly.mp3",lrc:"https://blog.mhuig.top/music-Archive/fly.lrc",cover:"https://blog.mhuig.top/music-Archive/fly.jpg"},{name:"Alone",artist:"Marshmello",url:"https://blog.mhuig.top/music-Archive/alone.mp3",lrc:"https://blog.mhuig.top/music-Archive/alone.lrc",cover:"https://blog.mhuig.top/music-Archive/alone.jpg"}]},JSON.parse(e.querySelector(".aplayer-local-min-conf").innerText)))}))}document.querySelectorAll(".aplayer-local").forEach((e=>{new APlayer({container:e,fixed:!1,order:"list",volume:"0.7",autoplay:!1,loop:"all",theme:"#1BCDFC",listMaxHeight:"320px",listFolded:"true",preload:"auto",lrcType:3,audio:[{name:"虹之间",artist:"钢琴版伴奏",url:"https://blog.mhuig.top/music-Archive/BetweenTheRainbow.mp3",lrc:"https://blog.mhuig.top/music-Archive/BetweenTheRainbow.lrc",cover:"https://blog.mhuig.top/music-Archive/BetweenTheRainbow.jpg"},{name:"Avem",artist:"Alan Walker",url:"https://blog.mhuig.top/music-Archive/Avem.mp3",lrc:"https://blog.mhuig.top/music-Archive/Avem.lrc",cover:"https://blog.mhuig.top/music-Archive/Avem.jpg"},{name:"Fly",artist:"Marshmello / Leau Culver",url:"https://blog.mhuig.top/music-Archive/fly.mp3",lrc:"https://blog.mhuig.top/music-Archive/fly.lrc",cover:"https://blog.mhuig.top/music-Archive/fly.jpg"},{name:"Alone",artist:"Marshmello",url:"https://blog.mhuig.top/music-Archive/alone.mp3",lrc:"https://blog.mhuig.top/music-Archive/alone.lrc",cover:"https://blog.mhuig.top/music-Archive/alone.jpg"}]})})),e(),volantis.pjax.push(e,"aplayerMin")}))</script><script>function check_giscus(){return"dark"===volantis.dark.mode?volantis.giscus.Theme="dark":volantis.giscus.Theme="light",document.getElementById("giscus_container")}function pjax_giscus(){const t=check_giscus();if(!t)return;let s=Object.assign({theme:{light:"light",dark:"dark"},repo:"MHuiG/talk","repo-id":"MDEwOlJlcG9zaXRvcnkyODQ4NDg1NTg=",category:"Giscus","category-id":"DIC_kwDOEPpxrs4B_X67",mapping:"pathname","reactions-enabled":"1","emit-metadata":"1",lang:"zh-CN","input-position":"top"},pdata.commentConfig);const e=document.createElement("script");e.setAttribute("src","https://giscus.app/client.js"),Object.keys(s).forEach((t=>{"theme"!=t&&e.setAttribute("data-"+t,s[t])})),e.setAttribute("data-theme",volantis.giscus.Theme),e.setAttribute("crossorigin","anonymous"),t.appendChild(e)}function dark_giscus(){if(!check_giscus())return;const t={setConfig:{theme:volantis.giscus.Theme}};document.querySelector("iframe.giscus-frame").contentWindow.postMessage({giscus:t},"https://giscus.app")}volantis.layoutHelper("comments",'<div id="giscus_container"></div>'),volantis.giscus={},pjax_giscus(),volantis.pjax.push(pjax_giscus),volantis.dark.push(dark_giscus)</script><script>async function loadSearchScript(){return volantis.js("/js/search/hexo.js")}function loadSearchService(){loadSearchScript(),document.querySelectorAll(".input.u-search-input").forEach((e=>{e.removeEventListener("focus",loadSearchService,!1)})),document.querySelectorAll(".u-search-form").forEach((e=>{e.addEventListener("submit",(e=>{e.preventDefault()}),!1)}))}function OpenSearch(e){"undefined"==typeof SearchService?loadSearchScript().then((()=>{SearchService.setQueryText(e),SearchService.search()})):(SearchService.setQueryText(e),SearchService.search())}if(window.location.search&&/^\?s=/g.test(window.location.search)){OpenSearch(decodeURI(window.location.search).replace(/\ /g,"-").replace(/^\?s=/g,""))}document.querySelectorAll(".input.u-search-input").forEach((e=>{e.addEventListener("focus",loadSearchService,!1)}))</script><script>function pjax_highlightjs_copyCode(){(document.querySelector(".highlight .code pre")||document.querySelector(".article pre code"))&&VolantisApp.utilCopyCode(".highlight .code pre, .article pre code")}volantis.requestAnimationFrame(pjax_highlightjs_copyCode),volantis.pjax.push(pjax_highlightjs_copyCode)</script><script>function load_swiper(){document.querySelectorAll(".swiper-container")[0]&&(volantis.css("https://cdn.bootcdn.net/ajax/libs/Swiper/8.3.2/swiper-bundle.min.css"),volantis.js("https://cdn.bootcdn.net/ajax/libs/Swiper/8.3.2/swiper-bundle.min.js").then((()=>{pjax_swiper()})))}function pjax_swiper(){volantis.swiper=new Swiper(".swiper-container",{slidesPerView:"auto",spaceBetween:8,centeredSlides:!0,loop:!0,pagination:{el:".swiper-pagination",clickable:!0},navigation:{nextEl:".swiper-button-next",prevEl:".swiper-button-prev"}})}load_swiper(),volantis.pjax.push((()=>{document.querySelectorAll(".swiper-container")[0]&&(void 0===volantis.swiper?load_swiper():pjax_swiper())}))</script><script>volantis.css("https://cdn.bootcdn.net/ajax/libs/pace/1.2.4/themes/blue/pace-theme-minimal.min.css"),volantis.js("https://cdn.bootcdn.net/ajax/libs/pace/1.2.4/pace.min.js").then((()=>{Pace.options.restartOnPushState=!1,volantis.pjax.send(Pace.restart,"Pace.restart"),volantis.scroll.push(volantis.debounce((()=>{Pace.stop(),Pace.trigger("start"),Pace.bar.update(100*volantis.scroll.progress()),document.body.className=document.body.className.replaceAll("pace-running ","")})),"阅读进度")}))</script><pjax></pjax><script>function listenSidebarTOC(){const t=document.querySelectorAll(".toc li");if(!t.length)return;const e=[];Array.from(t).forEach((t=>{const n=t.querySelector(".toc-link"),i=document.getElementById(n.getAttribute("href")?decodeURI(n.getAttribute("href")).replace("#",""):n.getAttribute("toc-action").split("toc-")[1]);return e.push(i),n.getAttribute("href")&&(n.setAttribute("toc-action","toc-"+decodeURI(n.getAttribute("href")).replace("#","")),n.removeAttribute("href")),i&&i.id&&n.addEventListener("click",(t=>{t.preventDefault(),volantis.scroll.to(i,{addTop:5,observer:!0}),history.pushState(null,document.title,"#"+i.id)})),i}));function n(t){if(t.classList.contains("active-current"))return;document.querySelectorAll(".toc .active").forEach((t=>{t.classList.remove("active","active-current")})),t.classList.add("active","active-current");let e=t.parentNode;for(;!e.matches(".toc");)e.matches("li")&&e.classList.add("active"),e=e.parentNode}volantis.activateNavIndex=0,n(t[volantis.activateNavIndex]),e[0]&&volantis.scroll.push(volantis.debounce((()=>{if(e[0].getBoundingClientRect().top>=0)volantis.activateNavIndex=0;else if(e[e.length-1].getBoundingClientRect().top<0)volantis.activateNavIndex=e.length-1;else for(let t=0;t<e.length;t++){const n=e[t],i=e[(t+1)%e.length];if(n.getBoundingClientRect().top<0&&i.getBoundingClientRect().top>=0){volantis.activateNavIndex=t;break}}n(t[volantis.activateNavIndex])})),"sidebar-toc")}document.addEventListener("DOMContentLoaded",(()=>{volantis.requestAnimationFrame(listenSidebarTOC)})),volantis.pjax.push(listenSidebarTOC,"listenSidebarTOC")</script><script>try{let e=(e,t,n=2)=>Math.abs(e-t)<=n,t=(t,n)=>!e(t.width,n.width)||!e(t.height,n.height),n=new WeakMap,i=(e,i=e.getClientBoundingRect())=>{let o=n.get(e);o&&!t(o,i)||(n.set(e,i),e.style["contain-intrinsic-size"]=`${i.width}px ${i.height}px`)},o=new IntersectionObserver(((e,t)=>{e.forEach((e=>{i(e.target,e.boundingClientRect)}))}),{rootMargin:"500px 0px 500px 0px"}),r=new ResizeObserver(((e,t)=>{e.forEach((e=>{i(e.target,e.contentRect)}))})),s=e=>{let t=document.querySelectorAll(e);t.length&&(t.forEach((e=>{o.observe(e),r.observe(e)})),requestAnimationFrame((()=>{requestAnimationFrame((()=>{t[0].style["content-visibility"]="auto"}))})))},a=()=>{"content-visibility"in document.documentElement.style&&s(".post-story")};a(),volantis.pjax.push(a)}catch(e){console.log(e)}</script><script>document.onreadystatechange=function(){if("complete"==document.readyState){const{saveData:e,effectiveType:t}=navigator.connection||navigator.mozConnection||navigator.webkitConnection||{};("none"==getComputedStyle(document.querySelector("#safearea"),null).display||e||/2g/.test(t))&&(document.querySelectorAll(".reveal").forEach((function(e){e.style.opacity="1"})),document.querySelector("#safearea").style.display="block")}}</script><script src="https://cdn.bootcdn.net/ajax/libs/pjax/0.2.8/pjax.min.js"></script><script>const performanceMonitor={slowThreshold:800,slowCount:0,maxSlowAllowed:1,requestStartTime:0,start(){this.requestStartTime=Date.now()},check(){Date.now()-this.requestStartTime>this.slowThreshold?this.slowCount++:this.slowCount=0},res(){return this.slowCount>=this.maxSlowAllowed}};var pjax;document.addEventListener("DOMContentLoaded",(function(){pjax=new Pjax({elements:'a[href]:not([href^="#"]):not([href="javascript:void(0)"]):not([pjax-fancybox]):not([onclick="return false;"]):not([onclick="return!1"]):not([target="_blank"]):not([target="view_window"]):not([href$=".xml"])',selectors:["head title","head meta[name=keywords]","head meta[name=description]","#l_main","#pjax-header-nav-list",".pjax","pjax","meta[name=robots]","link[rel=canonical]","meta[property='og:title']","meta[property='og:description']","meta[property='og:url']","meta[property='og:image']","script[type='application/ld+json']"],cacheBust:!1,timeout:900})})),document.addEventListener("pjax:send",(function(e){window.stop(),performanceMonitor.start();try{var t=window.location.pathname,o=e.triggerElement.href,n=[""];""!=n[0]&&n.forEach((e=>{-1==t.indexOf(e)&&-1==o.indexOf(e)||(window.location.href=o)})),performanceMonitor.res()&&(window.location.href=o)}catch(e){}volantis.pjax.method.send.start()})),document.addEventListener("pjax:complete",(function(){performanceMonitor.check(),document.querySelectorAll("script[data-pjax], .pjax-reload script").forEach((e=>{const t=e.text||e.textContent||e.innerHTML||"",o=document.createElement("script");Object.keys(e.attributes).forEach((t=>{o.setAttribute(e.attributes[t].nodeName,e.attributes[t].nodeValue)})),t&&o.appendChild(document.createTextNode(t)),e.parentNode.replaceChild(o,e)})),volantis.pjax.method.complete.start()})),document.addEventListener("pjax:error",(function(e){"pjax"===volantis.debug?(console.error(e),console.log("pjax error: \n"+JSON.stringify(e))):(volantis.pjax.method.error.start(),window.location.href=e.triggerElement.href)}))</script></div><pjax> <a style="display:none" target="_blank" rel="external nofollow noopener noreferrer" href="https://bot-trap.mhuig.top/">Are You A Robot?</a></pjax><script>(()=>{function t(){if("localhost:4000"!=window.location.host&&!/blog\.mhuig\.top/.test(window.location.host)){const t=document.createElement("meta");t.name="robots",t.content=atob("bm9pbmRleCwgbm9mb2xsb3csIG5vYXJjaGl2ZQ=="),document.head.appendChild(t)}}function o(){document.querySelector("figcaption")&&document.querySelectorAll("figcaption").forEach((t=>{volantis.dom.$(t).on("click",(function(){const t=!window.CodeBlockFullscreen;window.CodeBlockFullscreen=t;const o=document.getElementById("post")||document.getElementById("docs")||document.getElementById("page");if(!o)return;const e=this.parentElement,n=e.parentElement,l=document.documentElement,c=document.querySelectorAll(".highlight > table .gutter");o.classList.toggle("code-block-fullscreen",t),e.classList.toggle("code-block-fullscreen",t),n.classList.toggle("code-block-fullscreen",t),e.classList.toggle("code-block-fullscreen-overflow-auto",t),l.classList.toggle("code-block-fullscreen-html-scroll",t),c.forEach((o=>{o.classList.toggle("code-block-fullscreen-gutter",t)}))}))}))}t(),volantis.pjax.push(t),top.location!=self.location&&(top.location=self.location),"mhuig.github.io"==window.location.host||"localhost:4000"==window.location.host||/mhuig\.top$/.test(window.location.host)||/kix\.moe$/.test(window.location.host)||/mhuig/.test(window.location.host)||/ipfs/.test(window.location.host)||(window.location.href=atob("aHR0cHM6Ly9ibG9nLm1odWlnLnRvcC8=")),o(),volantis.pjax.push(o);const e=[{month:12,day:13},function(){const t=(new Date).getFullYear(),o=t%100,e=t>=2e3?4.81:5.59,n=Math.floor(o/4),l=Math.floor(.2422*o+e)-n;return{month:4,day:Math.max(4,l)}}(),{month:7,day:7},{month:9,day:18},{month:9,day:30}];function n(){document.documentElement.classList.remove("mourning-mode");if(!["/","/index.html","/index.htm","/index"].includes(window.location.pathname))return;const t=new Date,o=t.getMonth()+1,n=t.getDate();e.some((t=>t.month===o&&t.day===n))&&document.documentElement.classList.add("mourning-mode")}const l=document.createElement("style");l.textContent="\n html.mourning-mode {\n filter: grayscale(100%);\n -webkit-filter: grayscale(100%);\n transition: filter 0.5s ease;\n }\n ",document.head.appendChild(l),n(),document.addEventListener("pjax:complete",n)})()</script></body></html>