Application and the Conditional Granularity Entropy Operator in the Genetic Algorithms

摘要：

In order to solve the problem which the heredity genes of the chromosomes are relatively more in the classical genetic algorithms, a new operator is put forward in this paper. The algorithm turns the groups character information into the information system which is used in the granular computing, and makes use of the conditional granularity entropy to reduce the genes when the value is larger relatively, so that it can reduce the computational complexity. The experiment shows the algorithm rationality when the problems are analyzed.

关键词： Granular Computing Genetic Algorithms Conditional granularity entropy Granularity entropy operator

作者: Chunfeng Liu Li Feng

作者单位: College of Science, Hebei Polytechnic University,Tangshan Hebei 063009, China

会议类型: 国际会议

会议名称: 2010 International Symposium on Computational Intelligence and Edsign(第三届计算智能与设计国际学术研讨会 ISCID 2010)

会议地点: 杭州

会议语种:英文

页码: 194-197

在线出版日期: 2010-10-29（万方平台首次上网日期，不代表论文的发表时间）