| 遗传算法的编码机制研究 |
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| 引用本文： | 张晓缋,方浩.遗传算法的编码机制研究[J].信息与控制,1997,26(2):134-139. |
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| 作者姓名： | 张晓缋 方浩 |
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| 作者单位： | 西北工业大学自动控制系 |
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| 摘 要： | 对遗传算法中的编码机制了研究，分析了二进制与十进制编码在搜索能力和保持种群稳定性上的区别。仿真结果证实了该结论。
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| 关 键 词： | 遗传算法 编码机制 交换操作 变异操作 |
STUDIES ON ENCODING MECHANISM OF GENETIC ALGORITHMS |
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| ZHANG Xiaohui,FANG Hao,DAI Guanzhong.STUDIES ON ENCODING MECHANISM OF GENETIC ALGORITHMS[J].Information and Control,1997,26(2):134-139. |
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| Authors: | ZHANG Xiaohui FANG Hao DAI Guanzhong |
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| Abstract: | In this paper the encoding mechanism of genetic algorithms has been studied.The differences in searching ability and convergent ability between binary encoding mechanism and decimal encoding mechanism have been analyzed.The conclusion is that the searching ability of binary encoding mechanism is stronger than that of decimal encoding mechanism,but binary encoding mechanism can not ensure the stability. |
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| Keywords: | genetic algorithms encoding mechanism crossover mutation |
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