中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
首页 机构 成果 学者
  
  1. CAS IR Grid
  2. 数学与系统科学研究院
  3. 中国科学院数学与系统科学研究院
  4. 系统科学研究所
Evolutionary programming based on non-uniform mutation

文献类型：期刊论文

作者Zhao, Xinchao1,2; Gao, Xiao-Shan2; Hu, Ze-Chun3
刊名APPLIED MATHEMATICS AND COMPUTATION
出版日期2007-09-01
卷号192期号:1页码:1-11
关键词evolutionary programming non-uniform mutation executing process
ISSN号0096-3003
DOI10.1016/j.amc.2006.06.107
英文摘要A new evolutionary programming using non-uniform mutation instead of Gaussian, Cauchy and Levy mutations is proposed. Evolutionary programming with non-uniform mutation (NEP) has the merits of searching the space uniformly at the early stage and very locally at the later stage during the programming. For a suite of 14 benchmark problems, NEP outperforms the improved evolutionary programming using mutation based on Levy probability distribution (ILEP) for multimodal functions with many local minima while being comparable to ILEP in performance for unimodal and multimodal functions with only a few minima. The detailed theoretical analysis of the executing process of NEP and the expected step size on non-uniform mutation are given. (c) 2006 Elsevier Inc. All rights reserved.
WOS研究方向Mathematics
语种英语
WOS记录号WOS:000253495000001
出版者ELSEVIER SCIENCE INC
源URL[http://ir.amss.ac.cn/handle/2S8OKBNM/5234]  
专题系统科学研究所
通讯作者Zhao, Xinchao
作者单位1.Beijing Univ Posts & Telecommun, Sch Sci, Beijing 100876, Peoples R China
2.Acad Sinica, AMSS, Inst Syst Sci, KLMM, Beijing 100080, Peoples R China
3.Nanjing Univ, Dept Math, Nanjing 210093, Peoples R China
推荐引用方式
GB/T 7714		 Zhao, Xinchao,Gao, Xiao-Shan,Hu, Ze-Chun. Evolutionary programming based on non-uniform mutation[J]. APPLIED MATHEMATICS AND COMPUTATION,2007,192(1):1-11.
APA Zhao, Xinchao,Gao, Xiao-Shan,&Hu, Ze-Chun.(2007).Evolutionary programming based on non-uniform mutation.APPLIED MATHEMATICS AND COMPUTATION,192(1),1-11.
MLA Zhao, Xinchao,et al."Evolutionary programming based on non-uniform mutation".APPLIED MATHEMATICS AND COMPUTATION 192.1(2007):1-11.

入库方式： OAI收割

来源：数学与系统科学研究院

浏览0
下载0
收藏0
其他版本

除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。