| 基于多目标混沌优化算法的水资源配置研究 |
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| 引用本文： | 黄显峰,邵东国,顾文权,代涛.基于多目标混沌优化算法的水资源配置研究[J].水利学报,2008,39(2):183-188. |
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| 作者姓名： | 黄显峰 邵东国 顾文权 代涛 |
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| 作者单位： | 武汉大学,水资源与水电工程科学国家重点实验室,湖北,武汉,430072 |
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| 基金项目： | 湖北省自然科学基金
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湖北省水利重点科研项目
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国家重点基础研究发展计划(973计划) |
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| 摘 要： | 本文将多目标混沌优化算法,应用于水资源优化配置中,该方法将多目标属性与混沌遍历性耦合起来,将混沌序列放大到优化变量的取值范围进行迭代寻优,避免了搜索过程陷入局部极小点,克服了要求目标函数和约束条件连续、可微的困难.经过实例计算,证明了算法的有效性.
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| 关 键 词： | 水资源 优化配置 多目标混沌优化算法 Logistic映射 多目标 混沌优化算法 水资源 配置研究 optimization algorithm chaotic based water resources 有效性 实例计算 可微 连续 条件 约束 目标函数 极小点 局部 搜索过程 寻优 迭代 |
| 文章编号： | 0559-9350(2008)02-0183-06 |
| 修稿时间： | 2007年4月9日 |
Optimal water resources deployment based on multi objective chaotic optimization algorithm |
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| HUANG Xian feng.Optimal water resources deployment based on multi objective chaotic optimization algorithm[J].Journal of Hydraulic Engineering,2008,39(2):183-188. |
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| Authors: | HUANG Xian feng |
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| Affiliation: | State Key Laboratory of Water Resources & Hydropower Engineering Science, Wuhan University, Wuhan 430072, China |
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| Abstract: | The multi objective chaotic optimization algorithm for deployment of water resources is proposed. The multi objective property is coupled with the ergodicity of chaos and magnifies the chaos series engendered by Logistic mapping to the feasible range, and seeks the best result by comparing and iterative calculation. By this method the difficulty that the objective functions and constraints must be continuous and differential can be avoided and the calculation efficiency is greatly enhanced. The proposed algorithm is applied to solve the optimal deployment of water resources in the Jushui River basin and its validity is verified by the reasonable calculation result. |
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| Keywords: | water resources optimal deployment multi objective chaotic optimization algorithm Logistic mapping |
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