Adaptive normal vector guided evolutionary multi- and many-objective optimization

Adaptive normal vector guided evolutionary multi- and many-objective optimization

Abstract Most existing multi-objective evolutionary algorithms relying on fixed reference vectors originating from an ideal or a nadir point may fail to perform well on multi- and many-objective optimization problems with various convexity or shapes of Pareto fronts. A possible reason could be the i...

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Bibliographic Details
Main Authors: Yicun Hua, Qiqi Liu, Kuangrong Hao
Format: Article
Language:English
Published: Springer 2024-02-01
Series:Complex & Intelligent Systems
Subjects:
Polyester fiber
Evolutionary multi-objective optimization
Irregular Pareto front
Reference vector
Hyperplane
Clustering
Online Access:https://doi.org/10.1007/s40747-024-01353-y

Internet

https://doi.org/10.1007/s40747-024-01353-y

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