关于认知演化计算分支领域的研究简报(Ⅱ)  

Brief Report of Research on Cognizing the Subarea of Evolutionary Computation(Ⅱ)

作　　者：刘坤起[1,2] 康立山[1,3] 赵致琢[4] 

机构地区：[1]中国地质大学计算机学院,武汉430074 [2]石家庄经济学院计算机科学系,石家庄050031 [3]武汉大学软件工程国家重点实验室,武汉430072 [4]厦门大学计算机科学系,厦门361005

出　　处：《计算机科学》2009年第8期35-39,70,共6页Computer Science

基　　金：国家自然科学基金项目(项目编号:40772196)资助

摘　　要：科学地认知演化计算分支领域对演化计算的研究与发展具有重要的意义。对演化计算分支领域发展的主线、特点和内在规律进行了回顾与总结,从科学哲学的角度阐述了如何对演化计算分支领域进行科学认知,并概要介绍了演化计算方法论研究的主要进展,讨论了演化计算方法论研究进展对计算机科学与技术学科未来发展可能产生的影响。It is very important that the subarea of evolutionary computation is scientifically eognized for studying evolutionary computation and predicting the developing directions of evolutionary computation in future. The development mainlines ,characteristics and internal inherent law were reviewed and summarized, and the cognitive process for evolutionary computation was explained from the perspective of philosophy of science. A series of new concepts and idea, for example, the essential problem, typical methods and typical instances were proposed and discussed. The research progress of methodology for evolutionary computation was presented in outline, and its influence on the research and education of computer science and technology was discussed.

关 键 词：演化计算 方法论 根本问题 学科形态 核心概念 典型方法 典型实例 

分 类 号：TP301[自动化与计算机技术—计算机系统结构]