关键词: 克隆选择 柯西变异 抗体抑制 多峰值函数优化

Abstract:

To overcome the drawbacks of the CLONALG algorithm for multi-model function optimization by de Castro m 2002 ,an improved clone selection algorithm is proposed in this paper. The algorithm uses new operations of clone selection, clone mutation and the best antibody evolution stop, and adopts the opera   tion of antibody suppression. The algorithm can not only dynamically adjust the population size, but feature strong abilities of local and global search  , and the search time is relatively short. Compared with the de Castro clone selection algorithm, the algorithm presented in this paper may search and g  et the global optimum solution and more local optimum solutions in a shorter time.

Key words: clone selection;Cauchy mutation;antibody suppression, multi-model function optimization