具有角色转换的自适应人工蜂群算法

被引：5

作者：

张维存 ^{[1
]}

赵晓巧 ^{[1
]}

于万霞 ^{[2
]}

机构：

[1] 河北工业大学经济管理学院

[2] 天津职业技术师范大学电子工程学院

来源：

计算机工程与应用 | 2017年 / 53卷 / 14期

关键词：

人工蜂群算法; 算法结构; 转换函数; 函数优化;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

140502 [人工智能];

摘要：

提出一种具有引领蜂与跟随蜂动态协调机制的改进人工蜂群算法(DHABC)。根据优化函数的寻优状态,设计了引领蜂与跟随蜂动态角色转换机制,以更好地适应全局和局部搜索;为使算法能够更好地进行局部兼顾更大范围搜索,设计了引领蜂与跟随蜂间位置信息的共享方式;为提高算法的求解速度,设计了跟随蜂进化代数起始值的计算方法;通过仿真和比较实验,改进算法较其他ABC改进算法及其他智能优化算法既参数少,便于应用,又求解精度较高。

引用

页码：117 / 122+137 +137

页数：7

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