A dynamic multi-objective evolutionary algorithm based on intensity of environmental change

•This paper introduced U-test mechanism to test decision variable and market them into macro-changing decision and micro-changing decision.•An effective update mechanism based on historical information was proposed to improve the convergence of population.•Two different parts including macro-changin...

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Bibliographic Details

Published in:	Information sciences Vol. 523; pp. 49 - 62
Main Authors:	Hu, Yaru, Zheng, Jinhua, Zou, Juan, Yang, Shengxiang, Ou, Junwei, Wang, Rui
Format:	Journal Article
Language:	English
Published:	Elsevier Inc 01.06.2020
Subjects:	Evolutionary algorithms Evolutionary information feedback Intensity of environmental change Micro-changing decision and macro-changing decision Evolutionary algorithms Micro-changing decision and macro-changing decision Intensity of environmental change Evolutionary information feedback
ISSN:	0020-0255, 1872-6291
Online Access:	Get full text
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