改进的免疫克隆遗传算法研究及其在函数优化中的应用

针对免疫克隆遗传算法存在着"早熟"和局部搜索能力弱的问题,提出了一种改进方法.该方法用一位修正算子来改进后期局部搜索方面的不足,并对免疫克隆遗传算法的各个算子进行了改进.实验表明,新的改进算法在搜索效率和搜索能力上都有着显著的提高.

Research of improved immune cloning genetic algorithm and its application in function optimization

According to the problem that the immunity monoclonal genrtic algorithm has "premature" and poor local search ability,this paper proposes an improved method which uses one bit amendment operator to improve the defect of the later stage local search and made improvements on all operators of immunity monoclonal genrtic algorithm.The experimental results show that the proposed method has significantly improvements on both search efficiency and search capability.