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杜海峰

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期刊论文

Clonal Strategy Algorithm Based on the hnmune Memory

杜海峰Rue-Chen Liu Li-Cheng Jiao and Hai-Feng Du

Sept 2005, Vol 20 No 5 PP.728-734,-0001,():

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摘要/描述

Based on tile clonal selection theory and immune memory mcchanism in the natural immune system a novel artificial imnltmc system algorithnl,Clonal Strategy Algorithm based on the Immune Memory(CSAIM),is proposed in this paper The Mgorithm realizes tile evolution of antibody population and tile evolution of nlenlory unit at the Same time and by using clonal selection operator the global optimal computation can be combined with tile local searching According to amibody antibody(Ab-Ag)affinity and antibody antigen(Ab-Ag)affinity.tile algorithm can allot adaptively the scales of memory unit and antibody population It is proved theoretically that CSAIM is convergent with probability 1 And with the conlputer simulations of eight benchmark functions and one instance of traveling salcsillan problem(TSP).it is shown thm CSAIM has strong abilities in having high convergence speed enhancing the diversity of the population and avoiding the prenlature convergence to some extent.

版权说明:以下全部内容由杜海峰上传于   2010年08月27日 14时48分03秒,版权归本人所有。

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