文献类型：期刊文献

中文题名：文化算法研究

英文题名：Study on Cultural Algorithms

作者：齐仲纪[1];刘漫丹[1]

机构：[1]华东理工大学信息学院,上海200237

年份：2008

卷号：18

期号：5

起止页码：126

中文期刊名：计算机技术与发展

外文期刊名：Computer Technology and Development

收录：CSTPCD

语种：中文

中文关键词：文化算法;进化计算;种群空间;信念空间

外文关键词：cultural algorithm; evolutionary computation; population space; belief space

摘要：文中介绍一种新的进化计算构架——文化算法。文化算法分别从微观(种群空间)和宏观(信念空间)两个层面上模拟文化的双重进化继承过程。从进化角度看,任何一种符合文化算法要求的计算构架或符号表达都能被用来描述文化算法框架中的种群空间和信念空间。文中叙述了文化算法的发展背景,阐述了文化算法的特点、适用范围及基本原理,回顾了其发展历程以及应用,给出了结论和进一步的研究方向。
In this paper, cultural algorithm （CA）, a new computational framework of evolutionary computation, is described. This framework depicts cultural evolution as a process of dual inheritance from both a micro- evolutionary level （population space） and a macro- evolutionary level （belief space）. From the perspective of evolution, any computational framework or symbolic representation according with the requirement of CA can be used to represent or describe the population space and the belief space. The development background about CA is simply depicted. Its general feature, suitable problems and basic principle are expatiated,then its development process and application are reviewed. A brief conclusion and further research direction are given.