《视觉机器学习20讲》——谢剑斌

第2讲 近邻算法(K-Nearest Neighbor algorithm, K 最近邻方法)

第19讲 遗传算法(Genetic Algorithm)

第20讲 蚁群算法(AntColony Algorithm)

 

 

 

实验仿真源代码下载

www.kedachang.com或http://pan.baidu.com/s/1c051viS

 

 

除了书本自带的仿真demo，另外还搜罗了一些实例

1) 遗传算法

js

遗传算法的JS实现

https://github.com/bz51/GeneticAlgorithm

蚁群算法的JS实现

https://github.com/bz51/AntColonyAlgorithm

Applying Genetic Algorithm to Travelling Salesman Problem experiment http://parano.github.io/GeneticAlgorithm-TSP/

https://github.com/parano/GeneticAlgorithm-TSP

 

python

source code from the book Genetic Algorithms with Python by Clinton Sheppard

https://github.com/handcraftsman/GeneticAlgorithmsWithPython

 

Flappy-Bird

https://github.com/ssusnic/Machine-Learning-Flappy-Bird

https://github.com/erilyth/Flappy-Bird-Genetic-Algorithms

 

2）蚁群算法

https://www.cnblogs.com/Leo_wl/p/5665715.html