An improved MOEA/D with optimal DE schemes for many-objective optimization problems

DOI10.3390/A10030086zbMath1433.90154OpenAlexW2737834452MaRDI QIDQ1657040

Wei Zheng, Xiaonan Fang, Yan-yan Tan, Sheng-Tao Li

Publication date: 13 August 2018

Published in: Algorithms (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3390/a10030086

zbMATH Keywords

many-objective optimizationdifferential evolutionary schemesmulti-objective evolutionary optimization based on decomposition (MOEA/D)

Mathematics Subject Classification ID

Multi-objective and goal programming (90C29) Approximation methods and heuristics in mathematical programming (90C59)

Uses Software

• MOEA/D
• SPEA2
• PlatEMO

Cites Work

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• MOEA/D + uniform design: a new version of MOEA/D for optimization problems with many objectives
• Methods for multi-objective optimization: an analysis
• Nonlinear multiobjective optimization
• Differential evolution -- a simple and efficient heuristic for global optimization over continuous spaces
• Multiobjective cloud particle optimization algorithm based on decomposition
• A modification to MOEA/D-DE for multiobjective optimization problems with complicated Pareto sets
• Evolutionary multiobjective optimization. Theoretical advances and applications.

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