Handling Irregular Many-Objective Optimization Problems via Performing Local Searches on External Archives

Adaptive weight-vector adjustment has been explored to compensate for the weakness of the evolutionary many-objective algorithms based on decomposition in solving problems with irregular Pareto-optimal fronts. One essential issue is that the distribution of previously visited solutions likely mismat...

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Bibliographic Details
Main Authors: Lining Xing, Rui Wu, Jiaxing Chen, Jun Li
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/11/1/10