Niching Gene Expression Programming based on Partition Model
A niching gene expression programming algorithm based on individual partition model is presented and discussed. Niching method tries to keep diversity in the population and to use this diversity as resource for exploratory evolution. Modeling niching GEP has more efficiency in solving complex multitude problems. Experimental results on sequence induction, function finding and sunspot prediction show that this algorithm has higher precision and better search ability than the basic GEP.
Gene expression programming Niche Partition model Function finding
Yishen Lin Hong Peng Jia Wei
School of Computer Science and Engineering South China University of Technology, Guangzhou, P. R. China, 510641
国际会议
北京
英文
616-620
2007-08-18(万方平台首次上网日期,不代表论文的发表时间)