A Multi-direction Prediction Approach for Dynamic Multi-objective Optimization

doi:10.1007/978-3-319-42297-8_58

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	A Multi-direction Prediction Approach for Dynamic Multi-objective Optimization
	Rong, Miao 2; Gong, Dun-wei 1,2; Zhang, Yong 2
	2016
关键词	Dynamic Multi-objective optimization Prediction
卷号	9773
DOI	10.1007/978-3-319-42297-8_58
页码	629-636
英文摘要	In the real word, many multi-objective optimization problems are subject to dynamic changing conditions, which may occur in objectives, constraints and parameters. This paper provides a prediction strategy, called multi-direction prediction strategy (MDP), to enhance the performance of multi-objective evolutionary optimization algorithms in dealing with dynamic environments. Besides, the proposed prediction method makes use of multiple directions determined by several representative individuals. Our experimental results indicate that MDP can well tackle dynamic multi-objective problems.
会议录	INTELLIGENT COMPUTING METHODOLOGIES, ICIC 2016, PT III
会议录出版者	SPRINGER INT PUBLISHING AG
会议录出版地	GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND
语种	英语
WOS研究方向	Computer Science
WOS记录号	WOS:000387430500058
内容类型	会议论文
源URL	[http://119.78.100.223/handle/2XXMBERH/36402]
专题	兰州理工大学
通讯作者	Rong, Miao
作者单位	1.Lanzhou Univ Technol, Sch Elect Engn & Informat Engn, Lanzhou 730050, Peoples R China 2.China Univ Min & Technol, Sch Informat & Elect Engn, Xuzhou 221116, Peoples R China
推荐引用方式 GB/T 7714	Rong, Miao,Gong, Dun-wei,Zhang, Yong. A Multi-direction Prediction Approach for Dynamic Multi-objective Optimization[C]. 见:.