| 二倍体多目标遗传算法在水资源优化中的应用 |
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| 引用本文： | 顾巍,伍永刚,林占东.二倍体多目标遗传算法在水资源优化中的应用[J].水电能源科学,2009,27(1). |
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| 作者姓名： | 顾巍 伍永刚 林占东 |
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| 作者单位： | 1. 华中科技大学,水电与数字化工程学院,湖北,武汉,430074
2. 深圳市东深电子技术有限公司,广东,深圳,518057 |
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| 摘 要： | 针对遗传算法存在早熟、收敛性和解分布性差的问题,在孟德尔多目标简单遗传算法的基础上提出一种求解多目标的二倍体遗传算法,引入变异算子和聚类方法使求得的Pareto解集具有更好的分布性.通过多目标测试函数和二倍体多目标进化算法在流域水资源调度配置中应用,测试结果较好.
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| 关 键 词： | 多目标 二倍体 聚类方法 水资源调度 |
Application of Diploid Genotypes Mulei-Objective Genetic Algorithm in Water Resources Optimization |
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| GU Wei WU Yonggang LIN Zh,ong.Application of Diploid Genotypes Mulei-Objective Genetic Algorithm in Water Resources Optimization[J].International Journal Hydroelectric Energy,2009,27(1). |
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| Authors: | GU Wei WU Yonggang LIN Zh ong |
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| Affiliation: | 1.College of Hydroelectricity and Digitalization Engineering;Huazhong University of Science and Technology;Wuhan 430074;China;2.Dongshen Electronic Technology Company;Shenzhen 518057;China |
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| Abstract: | Genetic algorithms have been criticized mainly for their premature,poor convergence and Bad distribution of soluxious.In this paper,we proposed a Diploid Genotypes Mutei-Objective Genetic Algorithm,based on Mendelian Mulei-Objeceive Simple Genetic Algorithm,which uses the mutation operator and clustering method to improve distribution for Pareto see.Simulation resules on different testproblems and water resources optimization problems show that the proposed method has better performance. |
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| Keywords: | multi-objective diploid genotypes clustering method water resource scheduling |
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