@alenaksu/neatjs/dist-types/neat/Genome.d.ts

NEAT (Neuroevolution of Augmenting Topologies) implementation in JavaScript

import { ConnectionGene } from './ConnectionGene';
import { NodeGene } from './NodeGene';
import { NEATConfig } from '../types';
export declare class Genome {
    connections: Map<number, ConnectionGene>;
    nodes: Map<string, NodeGene>;
    id: string;
    constructor(id?: string);
    copy(): Genome;
    /**
     * Returns a list of enabled connections
     */
    getConnections(): ConnectionGene[];
    /**
     * Checks whether a connection between two nodes exists
     * @param node1
     * @param node2
     */
    connectionExists(node1: NodeGene, node2: NodeGene): boolean;
    addConnection(connection: ConnectionGene): void;
    addNode(node: NodeGene): void;
    /**
     * Adds a connection mutation
     */
    mutateAddConnection(config: NEATConfig): void;
    mutateAddNode(config: NEATConfig): void;
    /**
     * Enable first disabled gene
     */
    reEnableGene(): void;
    /**
     * Mutate a connection by enabling/disabling
     * @param times
     */
    mutateToggleEnable(times?: number): void;
    /**
     * Mutate all connections
     */
    mutateConnectionsWeights({ mutationPower, genomeWeightPerturbated }: NEATConfig): void;
}