ant-colony-optimization-algorithm v1.0.0

AntColonyOptimization-ACO

Ant colony optimization algorithm

Installing

Package manager

Using npm:

npm install @alsk1369854/ant-colony-optimization

Using yarn:

yarn add @alsk1369854/ant-colony-optimization

Example

• DEMO

Basic example

index.ts

import {
  AntColonyOptimization,
  Vector3D,
} from "@alsk1369854/ant-colony-optimization";

function getRandomVectorList(
  length: number,
  maxValue: number = 10
): Vector3D[] {
  let result: Vector3D[] = [];
  for (let i = 0; i < length; i++) {
    result.push({
      x: Math.floor(Math.random() * maxValue),
      y: Math.floor(Math.random() * maxValue),
      z: Math.floor(Math.random() * maxValue),
    });
  }
  return result;
}

// 向量序列
const vectorList: Vector3D[] = getRandomVectorList(10);

// 蟻群優化算法
const aco: AntColonyOptimization<Vector3D> = new AntColonyOptimization(
  vectorList
);

// 獲得運算結果
aco.getResult().then((result) => console.log(result));

AntColonyOptimization API

Constructor

Methods

AntColonyOptimizationOption API

Setting options

License

MIT