30个智能算法模型我要分享

30 intelligent algorithm model

遗传算法 多目标 Pareto 最优解搜索算法 二维背包搜索算法 免疫算法 粒子群算法 鱼群算法 模拟退火算法 蚁群算法 神经网络 向量机分类 向量机回归拟合 极限学习机 回归拟合

关注次数: 551

下载次数: 5

文件大小: 1526KB

代码分类: 智能算法

开发平台: matlab

下载需要积分: 1积分

版权声明:如果侵犯了您的权益请与我们联系,我们将在24小时内删除。

代码描述

中文说明:

1-8遗传算法,9 多目标Pareto最优解搜索算法,10 基于多目标Pareto的二维背包搜索算法,11-12免疫算法,13-17粒子群算法,18鱼群算法,19-21模拟退火算法,22-24蚁群算法,25-27神经网络,28 支持向量机的分类,29 支持向量机的回归拟合,30 极限学习机的回归拟合及分类。


English Description:

1-8 genetic algorithm, 9 multi-objective Pareto optimal solution search algorithm, 10 multi-objective Pareto based two-dimensional knapsack search algorithm, 11-12 immune algorithm, 13-17 particle swarm algorithm, 18 fish swarm algorithm, 19-21 simulated annealing algorithm, 22-24 ant colony algorithm, 25-27 neural network, 28 support vector machine classification, 29 support vector machine regression simulation Regression Fitting and Classification of Combination, 30 Extreme Learning Machines.


代码预览

30_例子\chapter1\example1.m

30_例子\chapter1\example2.m

30_例子\chapter10\chapter10\data.mat

30_例子\chapter10\chapter10\main.m

30_例子\chapter11\chapter11\aberranceJm.m

30_例子\chapter11\chapter11\across.m

30_例子\chapter11\chapter11\cal.m

30_例子\chapter11\chapter11\calP.m

30_例子\chapter11\chapter11\caltime.m

30_例子\chapter11\chapter11\Find.m

30_例子\chapter11\chapter11\main.m

30_例子\chapter11\chapter11\plotRec.m

30_例子\chapter11\chapter11\ranking.M

30_例子\chapter11\chapter11\REINS.M

30_例子\chapter11\chapter11\RWS.M

30_例子\chapter11\chapter11\scheduleData.mat

30_例子\chapter11\chapter11\SELECT.M

30_例子\chapter11\chapter11\selectJm.m

30_例子\chapter12\chapter12\bestselect.m

30_例子\chapter12\chapter12\centre.fig

30_例子\chapter12\chapter12\concentration.m

30_例子\chapter12\chapter12\Cross.m

30_例子\chapter12\chapter12\draw.m

30_例子\chapter12\chapter12\excellence.m

30_例子\chapter12\chapter12\figure.fig

30_例子\chapter12\chapter12\fitness.m

30_例子\chapter12\chapter12\IAdata.mat

30_例子\chapter12\chapter12\incorporate.m

30_例子\chapter12\chapter12\main.m

30_例子\chapter12\chapter12\Mutation.m

30_例子\chapter12\chapter12\popinit.m

30_例子\chapter12\chapter12\Select.m

30_例子\chapter12\chapter12\similar.m

30_例子\chapter12\chapter12\test.m

30_例子\chapter13\chapter13\sample1\fun.m

30_例子\chapter13\chapter13\sample1\main.m

30_例子\chapter13\chapter13\sample1\MexicoHatnew.m

30_例子\chapter13\chapter13\sample1\PSO0.m

30_例子\chapter13\chapter13\sample1\PSO1.m

30_例子\chapter13\chapter13\sample1\PSO2.m

30_例子\chapter13\chapter13\sample1\PSO3.m

30_例子\chapter13\chapter13\sample1\PSO4.m

30_例子\chapter13\chapter13\sample1\wchange.m

30_例子\chapter13\chapter13\sample2-Rastrgrin\fun.m

30_例子\chapter13\chapter13\sample2-Rastrgrin\pso.fig

30_例子\chapter13\chapter13\sample2-Rastrgrin\PSO.m

30_例子\chapter13\chapter13\sample2-Rastrgrin\pso.mat

30_例子\chapter13\chapter13\sample2-Rastrgrin\rastrigrin.fig

30_例子\chapter13\chapter13\sample2-Rastrgrin\rastrigrin.m

30_例子\chapter13\chapter13\sample3-Griewankan\fun.m

30_例子\chapter13\chapter13\sample3-Griewankan\Griewank.fig

30_例子\chapter13\chapter13\sample3-Griewankan\Griewank.m

30_例子\chapter13\chapter13\sample3-Griewankan\pso.fig

30_例子\chapter13\chapter13\sample3-Griewankan\PSO.m

30_例子\chapter13\chapter13\sample3-Griewankan\pso.mat

30_例子\chapter14\案例14\cell模式下运行结果\GA_run.html

30_例子\chapter14\案例14\cell模式下运行结果\GA_run.png

30_例子\chapter14\案例14\cell模式下运行结果\GA_run_01.png

30_例子\chapter14\案例14\cell模式下运行结果\PSO.html

30_例子\chapter14\案例14\cell模式下运行结果\PSO.png

30_例子\chapter14\案例14\cell模式下运行结果\PSO_01.png

30_例子\chapter14\案例14\cell模式下运行结果\PSO_02.png

30_例子\chapter14\案例14\源程序\GA_run.m

30_例子\chapter14\案例14\源程序\PID_Model.mdl

30_例子\chapter14\案例14\源程序\PSO.m

30_例子\chapter14\案例14\源程序\PSO_PID.m

30_例子\chapter14\案例14\问题解决思路.pdf

30_例子\chapter15\chapter15\bayg29.txt

30_例子\chapter15\chapter15\burma14.txt

30_例子\chapter15\chapter15\ch130.txt

30_例子\chapter15\chapter15\ch150.txt

30_例子\chapter15\chapter15\dist.m

30_例子\chapter15\chapter15\eil51.txt

30_例子\chapter15\chapter15\fitness.m

30_例子\chapter15\chapter15\gr96.txt

30_例子\chapter15\chapter15\main.m

30_例子\chapter15\chapter15\Oliver30.txt

30_例子\chapter15\chapter15\pr226.txt

30_例子\chapter15\chapter15\pr76.txt

30_例子\chapter15\chapter15\st70.txt

30_例子\chapter16\chapter16\DF1function.m

30_例子\chapter16\chapter16\fitnessRecord.mat

30_例子\chapter16\chapter16\main.m

30_例子\chapter16\chapter16\readme.txt

30_例子\chapter16\chapter16\result.mat

30_例子\chapter17\chapter17\PSOt\forcecol.m

30_例子\chapter17\chapter17\PSOt\forcerow.m

30_例子\chapter17\chapter17\PSOt\goplotpso.m

30_例子\chapter17\chapter17\PSOt\linear_dyn.m

30_例子\chapter17\chapter17\PSOt\normmat.m

30_例子\chapter17\chapter17\PSOt\pso_Trelea_vectorized.m

30_例子\chapter17\chapter17\PSOt\spiral_dyn.m

30_例子\chapter17\chapter17\testfunctions\ackley.m

30_例子\chapter17\chapter17\testfunctions\alpine.m

30_例子\chapter17\chapter17\testfunctions\DeJong_f2.m

30_例子\chapter17\chapter17\testfunctions\DeJong_f3.m

30_例子\chapter17\chapter17\testfunctions\DeJong_f4.m

30_例子\chapter17\chapter17\testfunctions\f6.m

30_例子\chapter17\chapter17\testfunctions\f6mod.m

30_例子\chapter17\chapter17\testfunctions\f6_bubbles_dyn.m