自调整柯西变异克隆算法

Clone Algorithm of Cauthy Mutation Self-adjusted

生物免疫系统中许多信息处理机制已成功应用到控制、数据处理、优化学习和故障诊断等领域,并且已经成为继神经网络、模糊逻辑和进化算法后人工智能的又一研究热点。针对巴西学者Castro提出的克隆算法存在的不足,提出一种新的克隆算法——自调整柯西变异克隆算法,重新定义了克隆选择算子和克隆变异算子。与其它算法相比较,试验结果表明所提算法搜索时间短、搜索精度和效率都很高。

Much of the information processing mechanism of biological immune system has been successfully applied to the control,data processing,optimization and fault diagnosis,and has become another research focus after the neural network,fuzzy logic and artificial intelligence,evolutionary algorithms.A new clonal algrithm-Clone Algorithm of Cauthy Mutation Self-adjusted is proposed,clonal selection operator and clonal mutation operator defined. Compared with other algorithms,experimental results show the algorithm search time short,the search accuracy and efficiency very high.