The Ε-pareto archived evolutionary strategy (Ε-PAES) for multi-objective problem

	The Ε-pareto archived evolutionary strategy (Ε-PAES) for multi-objective problem
	Zhao, Fuqing1,2 ; Zhang, Ziru 1; Ma, Weijun 1
	2012-10-15
发表期刊	Journal of Computational Information Systems
ISSN	15539105
卷号	8 期号:20 页码:8447-8454
摘要	Multi-objective Optimization Problem (MOP) is a vital branch of mathematical programming. It is the most optimal problem in a certain range and is used in various areas, for example, engineering design, economy planning and planning management and etc. Ε-dominance was introduced by different algorithms, for example, Ε-MOGA, Ε-NPGA etc. The analysis and test simulation about the Ε-domination used in the various algorithms prove that the Ε domination plays a good role and gets a good result. Ε-dominance was applied on the PAES and it was used to keep the diversity of the population. The "Archive" was used to store the non-inferior solutions. It divides the object space into many grids and set that one solution must store in one grid justly, which can guarantee that algorithm can get a better distribution of non-inferior solutions in the short time. It is found that Ε-PAES gets certain effect by analysis and test simulation. © 2012 Binary Information Press.
关键词	Mathematical programming Archive Engineering design Evolutionary strategies Multi-objective optimization problem Multi-objective problem Object space Optimal algorithm Optimal problems Planning management
收录类别	EI
语种	英语
出版者	Binary Information Press, P.O. Box 162, Bethel, CT 06801-0162, United States
EI入藏号	20124515655448
EI主题词	Evolutionary algorithms
EI分类号	723 Computer Software, Data Handling and Applications - 921 Mathematics - 922 Statistical Methods
来源库	Compendex
分类代码	723 Computer Software, Data Handling and Applications - 921 Mathematics - 922 Statistical Methods
文献类型	期刊论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/111342
专题	国际合作处（港澳台办）
作者单位	1.School of Computer and Communication Technology, Lanzhou University of Technology, Lanzhou 730050, China; 2.Key Laboratory of Contemporary Design, Integrated Manufacturing Technology, Northwestern Polytechnical University, 710072, China
第一作者单位	兰州理工大学
第一作者的第一单位	兰州理工大学
推荐引用方式 GB/T 7714	Zhao, Fuqing,Zhang, Ziru,Ma, Weijun. The Ε-pareto archived evolutionary strategy (Ε-PAES) for multi-objective problem[J]. Journal of Computational Information Systems,2012,8(20):8447-8454.
APA	Zhao, Fuqing,Zhang, Ziru,&Ma, Weijun.(2012).The Ε-pareto archived evolutionary strategy (Ε-PAES) for multi-objective problem.Journal of Computational Information Systems,8(20),8447-8454.
MLA	Zhao, Fuqing,et al."The Ε-pareto archived evolutionary strategy (Ε-PAES) for multi-objective problem".Journal of Computational Information Systems 8.20(2012):8447-8454.