关于认知演化计算分支领域的研究简报(Ⅰ)

Brief Report of Research on Cognizing the Subarea of Evolutionary Computation

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 cognized for studying evolutionary computation and predicting the developing directions of evolutionary computation in future. The development mainlines, characteristics and internal inherent law are reviewed were 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.