| 遗传算法中带控制参数选择算子及其个体空间搜索能力的分析 |
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| 引用本文： | 刘高文.遗传算法中带控制参数选择算子及其个体空间搜索能力的分析[J].毕节学院学报,2004,22(3):82-90. |
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| 作者姓名： | 刘高文 |
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| 作者单位： | 毕节师专计科系,贵州,毕节,551700 |
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| 摘 要： | 提出了带控制参数选择算子的设计思想及其数学理论依据,对带控制参数选择算子的性能作了分析,并与比例选择算子在解空间中的搜索能力进行了比较,通过比较结果证明了带控制参数选择算子将会大大提高整个遗传算法对全局最优解的搜索能力.
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| 关 键 词： | 遗传算法 带控制参数选择算子 个体空间搜索能力 遗传算法 带控制参数选择算子 个体空间搜索能力 分析 Space Individual Capability Search Analysis Genetic Algorithm Parameter Control Operator 全局最优解 比较结果 解空间 比例 性能 数学理论 设计思想 |
| 文章编号： | 1672-0296(2004)03-0082-09 |
A Selection Operator With Control Parameter In Genetic Algorithm And Analysis Of Its Search Capability In Individual Space |
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| Liu,Gaowen.A Selection Operator With Control Parameter In Genetic Algorithm And Analysis Of Its Search Capability In Individual Space[J].Journal of Bijie University,2004,22(3):82-90. |
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| Authors: | Liu Gaowen |
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| Abstract: | A kind of design thought and mathematics theory of selection operator with controls parameter of genetic algorithm was brought forward, the performance of selection operator with controls parameter was analysed, the search ability of proportion operator and selection operator with controls parameter in solution space was compared, it was proved in accordance to compare result that ability of search best solution in wholly solution space is heightened. |
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| Keywords: | Genetic Algorithm Selection Operator with Control Parameter Search Capability in Individual Space |
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