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Differential Evolution Matlab Code

于 2022-02-02 发布 文件大小:3.97 kB
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差分进化是一种随机直接搜索和全局优化算法,是进化论领域的一种进化算法计算。它与兄弟进化算法有关,如遗传算法、进化规划和进化策略,和粒子群有一些相似之处优化差分进化算法涉及到维持一个群体的候选解决方案受到迭代重组,评估和选择。重组方法涉及基于添加到第三个群体成员的两个随机选择的群体成员之间的加权差来创建新的候选解决方案组件。相对于更广泛的人口扩散,这会扰乱人口成员。与选择相结合,扰动效应自组织问题空间的采样,将其限定到已知的感兴趣区域。

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