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大型产品结构优化问题的病毒进化遗传算法

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Keywords: 病毒进化遗传算法,产品结构,优化决策,0/1多选择背包问题

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Abstract:

针对一种大型产品结构的质量-成本优化问题,设计了一种病毒进化遗传算法,提出了相应的编码解码方案和适应度的计算。病毒进化遗传算法是一种协同进化算法,既实现了遗传操作在父子代群体间纵向继承进化信息进行全局搜索的功能,也实现了病毒感染操作在同一代群体中横向传播进化信息进行局部搜索的功能,从而可以比遗传算法较快获得问题的满意解。最后给出了病毒进化遗传算法的试验仿真结果。

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