An Adaptive Localized Decision Variable Analysis Approach to Large-Scale Multiobjective and Many-Objective Optimization

Ma, Lianbo; Huang, Min; Yang, Shengxiang; Wang, Rui; Wang, Xingwei

doi:10.1109/tcyb.2020.3041212

Public

An Adaptive Localized Decision Variable Analysis Approach to Large-Scale Multiobjective and Many-Objective Optimization

Published in IEEE Transactions on Cybernetics • Jan 21, 2021

Authors:

Lianbo Ma

Min Huang

Shengxiang Yang

Abstract

This article proposes an adaptive localized decision variable analysis approach under the decomposition-based framework to solve the large-scale multiobjective and many-objective optimization problems (MaOPs). Its main idea is to incorporate the guidance of reference vectors into the control variabl...

Subject

Mathematical optimization

Variable (mathematics)

Convergence (economics)

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