| 求解复杂约束优化问题的演化多目标算法 |
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| 引用本文： | 覃俊,康立山.求解复杂约束优化问题的演化多目标算法[J].中南民族大学学报(自然科学版),2004,23(1):66-68. |
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| 作者姓名： | 覃俊 康立山 |
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| 作者单位： | 1. 中南民族大学计算机科学学院,武汉,430074
2. 武汉大学软件工程国家重点实验室,武汉,430074 |
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| 摘 要： | 在分析了传统的求解带约束的单目标优化问题存在的问题的基础上,利用多目标优化算法的框架,把单目标优化问题中的软性约束化为新增的目标,把原问题化为一个多目标优化问题,然后利用演化多目标优化算法求解转化后的问题,分析了该方法处理约束的优势,并给出了初步实验结果.
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| 关 键 词： | 多目标优化 带约束的单目标优化 约束处理 |
| 文章编号： | 1672-4321(2004)01-0066-03 |
| 修稿时间： | 2003年11月17 |
An Evolutionary Multi-Objective Optimization Algorithm for Single-Objective Optimization Problem with Constraints |
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| Qin Jun Assoc Prof,College of Computer Science,SCUFN,Wuhan ,China Kang Lishan.An Evolutionary Multi-Objective Optimization Algorithm for Single-Objective Optimization Problem with Constraints[J].Journal of South-Central Univ for,2004,23(1):66-68. |
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| Authors: | Qin Jun Assoc Prof College of Computer Science SCUFN Wuhan China Kang Lishan |
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| Institution: | Qin Jun Assoc Prof,College of Computer Science,SCUFN,Wuhan 430074,China Kang Lishan |
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| Abstract: | Some drawbacks, which exist in traditional methods to solve single objective optimism problem with constraints, are presented . And a new technique, which transforms original single objective optimism problem with constraints to multi objective optimism problem without constraints, is given. This method provides the decision makers more than one solution . An evolutionary multi objective optimism algorithm(EMOA) to solve the transformed problem is discussed and an initial experiment is given, too. |
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| Keywords: | multi objective optimization single objective with constraints constraint handling |
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