一种热集成系统的动态多智能体微分进化算法

被引：12

作者：

陈上

崔国民

张春伟

段欢欢

机构：

[1] 上海理工大学能源与动力工程学院

来源：

计算物理 | 2016年 / 33卷 / 03期

关键词：

热集成系统; 动态更新; 多智能体微分进化; 全局最优化;

D O I：

10.19596/j.cnki.1001-246x.2016.03.011

中图分类号：

TP18 [人工智能理论];

学科分类号：

140502 [人工智能];

摘要：

针对热集成系统换热网络存在的严重非凸非线性与多维多极值问题,提出动态多智能体微分进化算法.结合动态更新策略,并引入多智能体算法的环境感知能力,改进微分进化算法的种群生成方式与变异机制,并增强在大规模复杂非线性系统中的全局搜索能力.通过10SP2与9SP1换热网络经典算例优化,得到最佳年综合费用,体现出了改进算法更优的全局搜索能力.

引用

页码：349 / 357

页数：9

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