Decomposition Multi-Objective Evolutionary Algorithm Based on Adaptive Neighborhood Adjustment Strategy

The multi-objective evolutionary algorithm based on decomposition (MOEA/D) uses a fixed neighborhood size and allocates the same algorithm resources for all sub-problems. This approach makes it harder to effectively optimize the sub-problems in different periods of time, slows the convergence of the...

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Veröffentlicht in:	IEEE access 2020, Vol.8, p.78639-78651
Hauptverfasser:	Wang, Liping, Xu, Mengna, Yu, Wei, Qiu, Qicang, Wu, Feng
Format:	Artikel
Sprache:	eng
Schlagworte:	adaptive Adaptive algorithms Convergence Decomposition Evolutionary algorithms Genetic algorithms Multiobjective optimization Multiple objective analysis neighborhood adjustment Neighborhoods
Online-Zugang:	Volltext
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