RETRACTED: An Improved SPEA2 Algorithm with Adaptive Selection of Evolutionary Operators Scheme for Multiobjective Optimization Problems (Retracted article. See art. 1492768, 2018)

doi:10.1155/2016/8010346

	RETRACTED: An Improved SPEA2 Algorithm with Adaptive Selection of Evolutionary Operators Scheme for Multiobjective Optimization Problems (Retracted article. See art. 1492768, 2018)
	Zhao, Fuqing1 ; Lei, Wenchang 1; Ma, Weimin 2; Liu, Yang 1; Zhang, Chuck 3
	2016
发表期刊	MATHEMATICAL PROBLEMS IN ENGINEERING
ISSN	1024-123X
卷号	2016
摘要	A fixed evolutionary mechanism is usually adopted in the multiobjective evolutionary algorithms and their operators are static during the evolutionary process, which causes the algorithm not to fully exploit the search space and is easy to trap in local optima. In this paper, a SPEA2 algorithm which is based on adaptive selection evolution operators (AOSPEA) is proposed. The proposed algorithm can adaptively select simulated binary crossover, polynomial mutation, and differential evolution operator during the evolutionary process according to their contribution to the external archive. Meanwhile, the convergence performance of the proposed algorithm is analyzed with Markov chain. Simulation results on the standard benchmark functions reveal that the performance of the proposed algorithm outperforms the other classical multiobjective evolutionary algorithms.
DOI	10.1155/2016/8010346
收录类别	SCIE
语种	英语
WOS研究方向	Engineering ; Mathematics
WOS类目	Engineering, Multidisciplinary ; Mathematics, Interdisciplinary Applications
WOS记录号	WOS:000389935400001
出版者	HINDAWI LTD
引用统计	被引频次：11[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/155482
专题	国际合作处（港澳台办）
通讯作者	Zhao, Fuqing
作者单位	1.Lanzhou Univ Technol, Sch Comp & Commun Technol, Lanzhou 730050, Peoples R China; 2.Tongji Univ, Sch Econ & Management, Shanghai 200092, Peoples R China; 3.Georgia Inst Technol, H Milton Stewart Sch Ind & Syst Engn, Atlanta, GA 30332 USA
第一作者单位	兰州理工大学
通讯作者单位	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,Lei, Wenchang,Ma, Weimin,et al. RETRACTED: An Improved SPEA2 Algorithm with Adaptive Selection of Evolutionary Operators Scheme for Multiobjective Optimization Problems (Retracted article. See art. 1492768, 2018)[J]. MATHEMATICAL PROBLEMS IN ENGINEERING,2016,2016.
APA	Zhao, Fuqing,Lei, Wenchang,Ma, Weimin,Liu, Yang,&Zhang, Chuck.(2016).RETRACTED: An Improved SPEA2 Algorithm with Adaptive Selection of Evolutionary Operators Scheme for Multiobjective Optimization Problems (Retracted article. See art. 1492768, 2018).MATHEMATICAL PROBLEMS IN ENGINEERING,2016.
MLA	Zhao, Fuqing,et al."RETRACTED: An Improved SPEA2 Algorithm with Adaptive Selection of Evolutionary Operators Scheme for Multiobjective Optimization Problems (Retracted article. See art. 1492768, 2018)".MATHEMATICAL PROBLEMS IN ENGINEERING 2016(2016).