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Sixth International Conference on Intelligent Systems Design and Applications (ISDA'06) Volume 1
An Immune Evolutionary Algorithm Based on Chaos Mutation
Jinan, China
October 16-October 18
ISBN: 0-7695-2528-8
Jianhua Zhang, SiChuan University, China
Tao Li, SiChuan University, China
Nan Zhang, Southwest University for Nationalities, China
Diangang Wang, SiChuan University, China
Sunjun Liu, SiChuan University, China
A chaos immune evolutionary algorithm is presented to keep population's diversity, avoid local optimization and improve performance of evolutionary algorithm. To overcome redundancies, over-spread character of chaos sequence was used. To enlarge searching space and chaos initial value, sensitivity was used. At the same time, immune selection operator was used to adjust density, and vaccination was used to exert the advantage of individual. The experimental results show that the algorithm has good performance in the aspects of both convergence speed and the global convergence.
Index Terms:
EA, IEA ,Chaos, Immune, Mutation.
Citation:
Jianhua Zhang, Tao Li, Nan Zhang, Diangang Wang, Sunjun Liu, "An Immune Evolutionary Algorithm Based on Chaos Mutation," isda, vol. 1, pp.925-929, Sixth International Conference on Intelligent Systems Design and Applications (ISDA'06) Volume 1, 2006
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