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

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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Bibliographic Details
Main Authors: Liping Wang, Mengna Xu, Wei Yu, Qicang Qiu, Feng Wu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Multiobjective optimization
evolutionary algorithms
adaptive
neighborhood adjustment
Online Access:https://ieeexplore.ieee.org/document/9078099/

Internet

https://ieeexplore.ieee.org/document/9078099/

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