强大的单目标和多目标优化器(matlab).zip

上传者: wq6qeg88 | 上传时间: 2022-04-15 13:07:16 | 文件大小: 344KB | 文件类型: ZIP
GODLIKE (Global Optimum Determination by Linking and Interchanging Kindred Evaluators) 是各种基于种群的全局优化方案的泛化。此外,它只需添加额外的目标函数即可处理单目标和多目标优化。 GODLIKE 使用遗传算法、差分进化、粒子群优化和自适应模拟退火算法的相对基本实现来解决优化问题。它的强大之处在于这些不同的算法同时运行(链接),并且来自每个群体的成员偶尔会交换(交换)以减少收敛到局部最小化器的机会。 它的主要目的是提高鲁棒性,而不是提高效率,因为它通常需要比单独的任何算法更多的功能评估。它还旨在消除每次遇到优化问题时都需要微调这些算法,并概括优化本身(它既是单目标优化器又是多目标优化器),并生成要使用的简单图在快速报告等

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