MATLAB实现的NSGA-II多目标优化算法完整源码包(含文档与示例)

上传者: plum99 | 上传时间: 2026-05-22 10:08:22 | 文件大小: 206KB | 文件类型: ZIP
一套开箱即用的NSGA-II多目标遗传算法MATLAB实现,包含核心函数nsga_2.m及全部配套模块:非支配排序(non_domination_sort_mod.m)、遗传操作(genetic_operator.m)、锦标赛选择(tournament_selection.m)、染色体替换(replace_chromosome.m)、目标函数评估(evaluate_objective.m)、变量初始化(initialize_variables.m)和目标描述函数(objective_description_function.m)。所有.m文件均配有对应HTML说明文档,便于理解算法流程与参数含义。附带NSGA II.pdf技术文档,涵盖算法原理、伪代码与收敛性说明;solution.txt提供典型运行结果示例;目录中还包含完整HTML帮助页面和结构化子文件夹NSGA-II,方便教学、复现或二次开发。代码兼容主流MATLAB版本,无需额外工具箱,可直接运行并适配自定义多目标优化问题。

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