Multiobjectivization of Single-Objective Optimization in Evolutionary Computation: A Survey

Multiobjectivization has emerged as a new promising paradigm to solve single-objective optimization problems (SOPs) in evolutionary computation, where an SOP is transformed into a multiobjective optimization problem (MOP) and solved by an evolutionary algorithm to find the optimal solutions of the o...

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Veröffentlicht in:	IEEE transactions on cybernetics Jg. 53; H. 6; S. 3702 - 3715
Hauptverfasser:	Ma, Xiaoliang, Huang, Zhitao, Li, Xiaodong, Qi, Yutao, Wang, Lei, Zhu, Zexuan
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United States IEEE 01.06.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Computer science Evolutionary algorithms Evolutionary computation multiobjectivization Multiobjectivization via decomposition (MVD) multiobjectivization via helper-objectives (MHOs) multiobjectivization via scalarizing functions (MSFs) Multiple objective analysis Optimization Software engineering Systematics Taxonomy Transforms
ISSN:	2168-2267, 2168-2275, 2168-2275
Online-Zugang:	Volltext
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