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| 蜜蜂进化型遗传算法在水库优化调度中的应用 | |
| 引用本文： | 李维乾,解建仓,薛保菊,张丽.蜜蜂进化型遗传算法在水库优化调度中的应用[J].水资源与水工程学报,2008,19(6). |
| 作者姓名： | 李维乾 解建仓 薛保菊 张丽 |
| 作者单位： | 1. 西安理工大学,水利水电学院,陕西,西安,710048;甘肃联合大学,数学与信息学院,甘肃,兰州,730000 2. 西安理工大学,水利水电学院,陕西,西安,710048 3. 西安财经学院,陕西,西安,710061 |
| 基金项目： | 国家"863"计划资助项目 ， 国家自然科学基金资助项目 |
| 摘 要： | 提出了一种基于蜜蜂进化型遗传算法的水库优化调度问题的求解方法,并通过实例对蜜蜂进化型遗传算法和标准遗传算法的性能做了比较.结果表明,在进化代数相同的条件下,由于蜜蜂进化型遗传算法在配种选择算子上使用种群的最优个体作为蜂王,提高了种群收敛速度;再者,在代进化过程中引入一个随机种群,保持了群体的多样性,提高了算法的勘测能力. |
| 关 键 词： | 遗传算法 蜜蜂进化型遗传算法 全局收敛性 水库 优化调度 |
Application of Bee Evolutionary Genetic Algorithm in Optimization of Reservoir Operation |
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| LI Wei-qian,XIE Jian-cang,XUE Bao-ju,ZHANG Li.Application of Bee Evolutionary Genetic Algorithm in Optimization of Reservoir Operation[J].Journal of water resources and water engineering,2008,19(6). | |
| Authors: | LI Wei-qian XIE Jian-cang XUE Bao-ju ZHANG Li |
| Affiliation: | LI Wei-qian1,2,XIE Jian-cang1,XUE Bao-ju1,ZHANG Li3 (1.Faclty of Water Resource , Hydraulic Power,Xi\'an University of Technology,Xi\'an,Shaanxi710048,China,2.Institute of Mathematics , Information,Gansu Lianhe University,Lanzhou,Gansu 730000,3.Xi\'an University of Finance , Economics,Shaanxi 710061,China) |
| Abstract: | A new method for optimizing reservoir operation based on Bee Evolutionary Genetic Algorithm (BEGA) is proposed by compared the BEGA with the Simple Genetic Algorithm(SGA) through the real example.The results indicated that firstly,BEGA can improve the convergence speed under the same generations condition because it use the optimum individual as a queen-bee in population for the parent select.Secondly,BEGA has introduced a random population that extends search area,kept the genetic diversity population and ... |
| Keywords: | genetic algorithm method bee evolutionary genectic algorithm whole convergence reservoir optimization of reservoir operation |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |