| 基于模糊逻辑的多目标优化问题遗传算法求解探讨 |
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| 引用本文： | 陈爱国,周世俊. 基于模糊逻辑的多目标优化问题遗传算法求解探讨[J]. 河南科学, 2006, 24(4): 482-484 |
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| 作者姓名： | 陈爱国 周世俊 |
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| 作者单位： | 广州航海高等专科学校,轮机系,广州,510725;郑州大学,信息工程学院,郑州,450052 |
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| 基金项目： | 广州航海高等专科学校校科研和教改项目 |
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| 摘 要： | 基于群体搜索的遗传算法求解多目标优化问题具有独特的优势,鉴于决策者事先对于各目标的重要性一般只有模糊的认识,文中对各目标进行了模糊化处理,构造了适应值函数,提出了基于模糊逻辑的多目标优化问题遗传算法求解方案.
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| 关 键 词： | 模糊逻辑 多目标优化问题 遗传算法 |
| 文章编号： | 1004-3918(2006)04-0482-03 |
| 收稿时间： | 2006-02-19 |
| 修稿时间： | 2006-02-19 |
The Approach to Solving Multi-Objective Optimization Problems Applying Genetic Algorithm Based on Fuzzy Logic |
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| CHEN Ai-guo,ZHOU Shi-jun. The Approach to Solving Multi-Objective Optimization Problems Applying Genetic Algorithm Based on Fuzzy Logic[J]. Henan Science, 2006, 24(4): 482-484 |
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| Authors: | CHEN Ai-guo ZHOU Shi-jun |
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| Affiliation: | 1. Department of Marine Engineering, Guangzhou Maritime College, Guangzhou 510725, China; 2. Information Engineering School, Zhengzhou University, Zhengzhou 450052, China |
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| Abstract: | Genetic algorithms based on colony searching are especially suitable for solving multi-objective optimization problems.Whereas decision-making people only have fuzzy cognition to each objective′s importance in advance,By fuzzy disposing each objective and constructing fitness function,the paper put forward the approach to solving multi-objective optimization problems applying genetic algorithm based on fuzzy logic. |
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| Keywords: | fuzzy logic multi-objective optimization genetic algorithm |
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