tycho-solver/dist/core/types.d.ts

Evolutionary computation and optimization library

/**
 * Core types for the Tycho Solver library
 */
/**
 * Represents a fitness function that evaluates the quality of a solution
 */
export type FitnessFunction<T> = (individual: T) => number;
/**
 * Configuration options for evolutionary algorithms
 */
export interface EvolutionaryConfig {
    populationSize: number;
    maxGenerations: number;
    selectionPressure?: number;
    mutationRate?: number;
    crossoverRate?: number;
    elitism?: number;
}
/**
 * Interface for evolutionary algorithm implementations
 */
export interface EvolutionaryAlgorithm<T> {
    evolve(generations?: number): Promise<T>;
    getBestSolution(): T;
    getBestFitness(): number;
    getPopulation(): T[];
    getGeneration(): number;
}