Heuristic orientation adjustment for better exploration in multi-objective optimization

Decomposition strategy which employs predefined subproblem framework and reference vectors has significant contribution in multi-objective optimization, and it can enhance local convergence as well as global diversity. However, the fixed exploring directions sacrifice flexibility and adaptability; t...

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Veröffentlicht in:	Neural computing & applications 2020-05, Vol.32 (9), p.4757-4771
Hauptverfasser:	Pan, Anqi, Wang, Lei, Guo, Weian, Ren, Hongliang, Wu, Qidi
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptive algorithms Artificial Intelligence Computational Biology/Bioinformatics Computational Science and Engineering Computer Science Data Mining and Knowledge Discovery Decomposition Exploration Image Processing and Computer Vision Multiple objective analysis Original Article Pareto optimization Probability and Statistics in Computer Science
Online-Zugang:	Volltext
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