【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。更多还原

【Abstract】 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.更多还原