On the estimation of Pareto front and dimensional similarity in many-objective evolutionary algorithm

DOI10.1016/j.ins.2021.03.008zbMath1524.90283OpenAlexW3138813619MaRDI QIDQ6086270

Liang Chang, Li Li, Tianlong Gu, Gary G. Yen, Avimanyu Sahoo

Publication date: 9 November 2023

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2021.03.008

zbMATH Keywords

decompositionsimilarityevolutionary algorithmmany-objective optimizationachievement scalarizing functionangle-based selectionreference vectorPareto front curvature

Mathematics Subject Classification ID

Evolutionary algorithms, genetic algorithms (computational aspects) (68W50) Multi-objective and goal programming (90C29) Approximation methods and heuristics in mathematical programming (90C59)

Cites Work

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• Bi-goal evolution for many-objective optimization problems
• Trade-off analysis approach for interactive nonlinear multiobjective optimization
• NP-hardness of deciding convexity of quartic polynomials and related problems
• Multicriteria Optimization
• Encyclopedia of Distances

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