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SPEA2 Algorithm with Adaptive Selection of Evolutionary Operators Scheme for Multiobjective Optimization Problems (Retracted article.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SPEA2 Algorithm with Adaptive Selection of Evolutionary Operators Scheme for Multiobjective Optimization Problems (Retracted article.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, Fuqing 1; Lei, Wenchang 1; Ma, Weimin 2; Liu, Yang 1; Zhang, Chuck 3
刊名	MATHEMATICAL PROBLEMS IN ENGINEERING
	2016
卷号	2016
ISSN号	1024-123X
DOI	10.1155/2016/8010346
英文摘要	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.
WOS研究方向	Engineering ; Mathematics
语种	英语
出版者	HINDAWI LTD
WOS记录号	WOS:000389935400001
内容类型	期刊论文
源URL	[http://ir.lut.edu.cn/handle/2XXMBERH/155482]
专题	国际合作处（港澳台办）
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
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SPEA2 Algorithm with Adaptive Selection of Evolutionary Operators Scheme for Multiobjective Optimization Problems (Retracted article.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SPEA2 Algorithm with Adaptive Selection of Evolutionary Operators Scheme for Multiobjective Optimization Problems (Retracted article.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).