%0 Journal Article
%T Adaptive chaotic mutation shuffled frog leaping algorithms<br>自适应混沌变异蛙跳算法*
%A GE Yu
%A WANG Xue-ping
%A LIANG Jing
%A <br>葛宇
%A 王学平
%A 梁静
%J 计算机应用研究
%D 2011
%I 
%X This paper deals with the performance of shuffled frog leaping algorithm, mainly proposes a shuffled frog leaping algorithm by adding adaptive chaotic mutation operation in processing of global searching. In order to enhance the ability of searching, the algorithm constructs a chaotic operator using Logistic chaotic sequences. Furthermore, the algorithm adaptively adjusts the mutation scale by its individual fitness and evolution generations. In the simulation experiment, both the accuracy and the convergent speed of the proposed algorithm are improved effectively. Therefore, the proposed algorithm has a good practical performance.
%K shuffled frog leaping algorithm
%K chaotic mutation
%K adaptive mutation
%K chaotic sequences<br>蛙跳算法
%K 混沌变异
%K 自适应变异
%K 混沌序列
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=A9D9BE08CDC44144BE8B5685705D3AED&aid=BB66FED909653313EDD9C3A02BE6A78C&yid=9377ED8094509821&vid=D3E34374A0D77D7F&iid=38B194292C032A66&sid=D4A72ABDCEDCE1BD&eid=3005465426CC5B70&journal_id=1001-3695&journal_name=计算机应用研究&referenced_num=0&reference_num=11