DE

说明：  在蚁群算法的基础上进行改进，使优化效果更加明显(On the basis of ant colony algorithm, the optimization effect is more obvious.)

说明：  这是群智能优化算法，布谷鸟搜索算法，用matlab实现，用函数优化进行测试，简单易懂(This is swarm intelligence optimization algorithm, cuckoo search algorithm, implemented in matlab, test with function optimization, easy to understand)

说明：  多目标优化算法NSGAⅡ的matlab仿真结果实现。(The multi-objective optimization algorithm NSGA II is realized by MATLAB simulation.)

灰狼算法和粒子群算法的结合，是两种种群算法的结合，值得一看(The combination of grey Wolf algorithm and particle swarm optimization is a combination of two population algorithms, which is worth a look)

说明：  使用matlab 实现遗传算法，算法采用二进制交叉变异，对于初学者很好理解(Use matlab to implement genetic algorithm, the algorithm uses binary crossover mutation, which is well understood for beginners)

含有约束方程 求最值所用的罚函数+粒子群优化算法(Penalty function + particle swarm optimization algorithm for using the constraint equation to find the maximum value)

说明：  CEC2017前几名的MATLAB算法实现 有EBOwithCMAR; jSO; LSHADE_SPACMA; LSHADE-cnEpSin 各种参数都可以调整，包括种群数量、F因子、变异率、交叉率等(The realization of MATLAB algorithm for the top few of cec217. There are ebowithcmar; JSO; lshade_spacma; lshade cnepsin. Various parameters can be adjusted, including population number, F factor, mutation rate, crossover rate, etc.)

基于遗传算法的LQR控制器优化设计，二自由度振动系统(Optimal design of LQR controller based on genetic algorithm and two degree of freedom vibration system)

采用蚁群算法对BP神经网络进行优化，并结合实例进行应用验证。(The ant colony algorithm is used to optimize the BP neural network, and an example is used to validate it.)

说明：  阿里天池最后一公里所采用的数据集： 网点数据集、配送点、商户、快递信息、配送路径表、配送人员(Data sets adopted for the last kilometer of alitanchi: Network data set, distribution points, merchants, express delivery information, distribution path table, distribution personnel)