遗传算法和非线性规划结合寻优算法
所属分类：matlab编程
开发工具：matlab
文件大小：43KB
下载次数：4
上传日期：2020-03-07 00:27:30
上 传 者：
herain
说明： 经典的非线性规划算法大多采用梯度下降的方法求解，局部搜索能力较强，但是全局搜索能力比较弱。遗传算法采用选择交叉变异进行搜索，全局搜索能力较强，但是局部搜索能力弱。本代码结合了两种算法的优点，一方面采用遗传算法进行全局搜索，一方面采用非线性规划算法进行局部搜索，已得到全局最优解。
(Most of the classical nonlinear programming algorithms are solved by gradient descent method. The local search ability is strong, but the global search ability is weak. Genetic algorithm uses selection cross mutation to search, the global search ability is strong, but the local search ability is weak. This code combines the advantages of the two algorithms. On the one hand, genetic algorithm is used for global search, on the other hand, nonlinear programming algorithm is used for local search, and the global optimal solution has been obtained.)
文件列表:
案例2非线性 (0, 2015-07-30)
案例2非线性\Mutation.m (1315, 2010-08-23)
__MACOSX (0, 2020-03-07)
__MACOSX\案例2非线性 (0, 2020-03-07)
__MACOSX\案例2非线性\._Mutation.m (218, 2010-08-23)
案例2非线性\fun.m (112, 2010-07-20)
__MACOSX\案例2非线性\._fun.m (218, 2010-07-20)
案例2非线性\Select.m (850, 2010-08-23)
__MACOSX\案例2非线性\._Select.m (218, 2010-08-23)
案例2非线性\nonlinear.m (233, 2010-07-20)
__MACOSX\案例2非线性\._nonlinear.m (218, 2010-07-20)
案例2非线性\Cross.m (1393, 2010-08-23)
__MACOSX\案例2非线性\._Cross.m (218, 2010-08-23)
案例2非线性\Genetic.m (2726, 2011-01-23)
__MACOSX\案例2非线性\._Genetic.m (218, 2011-01-23)
案例2非线性\test.m (269, 2010-08-23)
__MACOSX\案例2非线性\._test.m (218, 2010-08-23)
案例2非线性\Code.m (389, 2010-08-23)
__MACOSX\案例2非线性\._Code.m (218, 2010-08-23)
__MACOSX\._案例2非线性 (182, 2015-07-30)
案例3 (0, 2015-07-30)
案例3\Mutation.m (1315, 2010-08-23)
__MACOSX\案例3 (0, 2020-03-07)
__MACOSX\案例3\._Mutation.m (218, 2010-08-23)
案例3\fun.m (79, 2010-07-20)
__MACOSX\案例3\._fun.m (218, 2010-07-20)
案例3\Select.m (850, 2010-08-23)
__MACOSX\案例3\._Select.m (218, 2010-08-23)
案例3\Cross.m (1393, 2010-08-23)
__MACOSX\案例3\._Cross.m (218, 2010-08-23)
案例3\Genetic.m (2587, 2010-12-07)
__MACOSX\案例3\._Genetic.m (218, 2010-12-07)
案例3\test.m (269, 2010-08-23)
__MACOSX\案例3\._test.m (218, 2010-08-23)
案例3\Code.m (389, 2010-08-23)
__MACOSX\案例3\._Code.m (218, 2010-08-23)
__MACOSX\._案例3 (182, 2015-07-30)
案例3非线性 (0, 2015-07-30)
案例3非线性\Mutation.m (1315, 2010-08-23)
__MACOSX\案例3非线性 (0, 2020-03-07)
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