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遗传算法多目标优化模板

于 2020-07-06 发布 文件大小:14KB
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代码说明:

  利用geatpy库是实现多目标优化, 基于改进NSGA-Ⅱ算法求解多目标优化问题的进化算法模板,传统NSGA-Ⅱ算法的帕累托最优解来只源于当代种群个体,这样难以高效地获取更多的帕累托最优解,同时难以把种群大小控制在合适的范围内,改进的NSGA2整体上沿用传统的NSGA-Ⅱ算法,不同的是,该算法通过维护一个全局帕累托最优集来实现帕累托前沿的搜索,故并不需要保证种群所有个体都是非支配的。(Using geatpy library to realize multi-objective optimization)

文件列表:

遗传算法多目标优化模板.docx, 15956 , 2019-05-01

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