A Two-Stage Adjustment Strategy for Space Division Based Many-Objective Evolutionary Optimization

A Two-Stage Adjustment Strategy for Space Division Based Many-Objective Evolutionary Optimization

Decomposition-based evolutionary algorithms, especially the branch based on objective space division using a set of uniformly distributed reference vectors, are widely envisioned as a promising technique to solve many-objective optimization problems. Nevertheless, their performance deteriorates seve...

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Bibliographic Details
Main Authors: Wen Zhong, Xuejun Hu, Fa Lu, Jianjiang Wang, Xiaolu Liu, Yingwu Chen
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Evolutionary computation
multi/many-objective optimization
objective space division
irregular Pareto-front
adaptive adjustment
Online Access:https://ieeexplore.ieee.org/document/9243941/

Internet

https://ieeexplore.ieee.org/document/9243941/

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