import {GeneticOptimizer, GeneticOptimizerOptions, EvaluatedSample, MINIMIZE} from "genetic-algorithm-library";
class Optimizer extends GeneticOptimizer<number> {
constructor() {
super();
}
protected crossover(parents: Array<number>): Array<number> {
return [
parents[0] * 0.3 + parents[1] * 0.7,
(parents[0] + parents[1]) * 0.5,
parents[0] * 0.7 + parents[1] * 0.3
];
}
protected evaluateGenotype(genotype: number): number {
return Math.abs(Math.sqrt(2) - genotype);
}
protected generateOneGenotype(): number {
return Math.random() * 10;
}
protected getNumberOfCrossoverParent(): number {
return 2;
}
protected mutate(genotype: number): number {
return (genotype + Math.random() * 5) * 0.5;
}
getBestSample(): EvaluatedSample<number> {
return this.samples[0];
}
}
const optimizer = new Optimizer();
optimizer.evolve();
optimizer.evolve();
optimizer.evolve();
optimizer.evolve();
optimizer.evolve();
console.log(optimizer.getBestSample());