| 基于克隆选择原理求解多峰函数优化问题 |
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| 引用本文： | 刘春元,张春燕.基于克隆选择原理求解多峰函数优化问题[J].河西学院学报,2006,22(5):14-17. |
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| 作者姓名： | 刘春元 张春燕 |
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| 作者单位： | 1. 河西学院网络中心
2. 河西学院生物系,甘肃,张掖,734000 |
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| 摘 要： | 文中分析了传统的用于多峰函数优化问题的小生境遗传算法的特点和不足,基于免疫系统中的克隆选择原理,合理地构建了克隆选择算子及引入一种新的小生境技术,提出了一种解决多峰函数优化问题的小生境克隆选择算法.最后,实现了该算法对几种典型的多峰函数的优化仿真,结果表明该算法简单有效.
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| 关 键 词： | 多峰函数优化 小生境技术 克隆选择原理 |
| 收稿时间： | 12 15 2005 12:00AM |
Resolving Multi-modal Function Optimization Problem Based on Clonal Selection Principle |
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| LIU Chun-yuan,ZHANG Chun-yan.Resolving Multi-modal Function Optimization Problem Based on Clonal Selection Principle[J].Journal of Hexi University,2006,22(5):14-17. |
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| Authors: | LIU Chun-yuan ZHANG Chun-yan |
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| Institution: | 1. Network Center, Hexi University; 2. Department of biology, Hexi University, Zhangye, Gansu 734000, China |
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| Abstract: | This paper analyzes the characteristics and deficiencies of traditional niche genetic algorithms for multi-modal function optimization,and propose a niche clonal selection algorithm for multi-modal function optimization by formulating suitable clonal selection operators and introducing a new niching technology,based on clonal selection principle of immune system.Finally,the algorithm is applied to the optimizations of typical multi-modal functions.The experiments reveal its simplicity and effectiveness. |
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| Keywords: | multi-modal function optimization clonal selection principle niching technology |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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