| 演化算法求解约束多目标优化问题 |
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| 引用本文： | 杨林根[,] 李红梅 周育人.演化算法求解约束多目标优化问题[J].广东白云学院学刊,2005(1):27-29. |
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| 作者姓名： | 杨林根[ ] 李红梅 周育人 |
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| 作者单位： | [1]广东白云学院计算机系,广东广州510450 [2]华南理工大学计算机科学与工程学院,广东广州510640 |
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| 摘 要： | 本文引入约束占优的定义，将约束条件与目标函数融合在一起，对有约束的多目标优化问题（MOP）建立了一种新的偏序关系。使用多父体杂交和非均匀变异来求解约束多目标优化问题，通过对测试函数的实验，验证了算法的可行性和有效性。
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| 关 键 词： | 约束多目标优化 演化算法 约束占优 |
| 收稿时间： | 05 8 2005 12:00AM |
Evolutionary Algorithm for Constrained Multi - objective Optimization |
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| Yang Lingen, Li Hongmei, Zhou Yuren.Evolutionary Algorithm for Constrained Multi - objective Optimization[J].Journal of Guangdong Baiyun Institute,2005(1):27-29. |
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| Authors: | Yang Lingen Li Hongmei Zhou Yuren |
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| Institution: | 1. Computer Department, Guangdong Baiyun Institute, Guangzhou Guangdong, 510450; 2.Departmen of Computer Science and Engineering of SCUT, Guangzhou Guangdong, 510640 |
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| Abstract: | In this paper, a definition of constrained - domination between two solutions is suggested. And a new partial - order relation is defined by combining constrained conditions and the objective functions. Solving constrained multi - objective optimization problems by multi - parent crossovers and non - uniform mutations. Test results show that the new approach is feasible and effective. |
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| Keywords: | constrained multi- objective optimization Evolutionary algorithms constrained domination |
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