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个人信息Personal Information
教授
博士生导师
硕士生导师
性别：男
毕业院校：大连理工大学
学位：博士
所在单位：水利工程系
学科：水文学及水资源. 水利水电工程. 电力系统及其自动化. 计算机应用技术
联系方式：ctcheng@dlut.edu.cn
电子邮箱：ctcheng@dlut.edu.cn
An improved discrete immune network for multimodal optimization
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论文类型：期刊论文
发表时间：2006-01-01
发表刊物：7th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2006)
收录刊物：SCIE、EI、CPCI-S
卷号：4224
页面范围：1079-1086
ISSN号：0302-9743
关键字：bi-shape-space coding; discrete immune network; benchmark functions
摘要：Aimed at multimodal optimization, the paper proposes an improved discrete immune network model (IDIN). In order to mention dynamic population and appropriate diversity, we introduce a bi-shape-space coding mechanism into a discrete immune network. To evaluate the efficiency of IDIN, we implemented three benchmark functions with various dimensions, and compared our results with other algorithms based on immune algorithm or the developed version of Genetic Algorithms. We have obtained similar or better results than those of others.