计算机工程与应用2017，Vol.53Issue(1)：118-123,6.DOI:10.3778/j.issn.1002-8331.1503-0133
基于疫苗算子和柯西变异的克隆选择算法改进
Clonal selection algorithm based on vaccination and Cauchy mutation
摘要
Abstract
In the network intrusion detection system, clonal selection algorithm converges too slowly, and there is degra-dation in the process of mutation. Combining vaccination technology in biological systems and Cauchy mutation can gen-erate greater range of random numbers, improve these two shortcomings about clonal selection algorithm respectively. Ex-periments show that the improved algorithm significantly accelerates the convergence rate and improve the detection rate.关键词
网络入侵检测/克隆选择算法/疫苗接种/柯西变异/疫苗库Key words
network intrusion detection/clonal selection algorithm/vaccination/Cauchy mutation/vaccine library分类
信息技术与安全科学引用本文复制引用
张凤斌,王超,杨泽..基于疫苗算子和柯西变异的克隆选择算法改进[J].计算机工程与应用,2017,53(1):118-123,6.基金项目
国家自然科学基金（No.61172168)。 （）
