An Adaptive Localized Decision Variable Analysis Approach to Large-Scale Multiobjective and Many-Objective Optimization.
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2020.3041212
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… read more here.
Keywords: scale multiobjective; large scale; variable analysis; decision ... See more keywords
A Stable Large-Scale Multiobjective Optimization Algorithm with Two Alternative Optimization Methods
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DOI: 10.3390/e25040561
Abstract: For large-scale multiobjective evolutionary algorithms based on the grouping of decision variables, the challenge is to design a stable grouping strategy to balance convergence and population diversity. This paper proposes a large-scale multiobjective optimization algorithm… read more here.
Keywords: alternative optimization; two alternative; optimization methods; large scale ... See more keywords