A Rough-to-Fine Evolutionary Multiobjective Optimization Algorithm

This article presents a rough-to-fine evolutionary multiobjective optimization algorithm based on the decomposition for solving problems in which the solutions are initially far from the Pareto-optimal set. Subsequently, a tree is constructed by a modified <inline-formula> <tex-math notatio...

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Bibliographic Details
Published in:	IEEE transactions on cybernetics Vol. 52; no. 12; pp. 13472 - 13485
Main Authors:	Gu, Fangqing, Liu, Hai-Lin, Cheung, Yiu-Ming, Zheng, Minyi
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01.12.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Approximation algorithms Complexity Decomposition Diversity reception Empirical analysis evolutionary algorithm Evolutionary algorithms Evolutionary computation incremental multiobjective optimization Multiple objective analysis Optimization Optimization algorithms Pareto optimization Pareto optimum Problem solving Sociology Sorting Statistics tree-like weight design
ISSN:	2168-2267, 2168-2275, 2168-2275
Online Access:	Get full text
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