A Hybrid Many-Objective Evolutionary Algorithm With Region Preference for Decision Makers

A Hybrid Many-Objective Evolutionary Algorithm With Region Preference for Decision Makers

In many-objective optimization, maintaining a good balance between convergence and diversity have turned out to be a considerable challenge for classical evolutionary algorithms. The large scale solution set required to describe the entire Pareto optimal front hinder the decision makers from finding...

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Bibliographic Details
Main Authors: Minghui Xiong, Wei Xiong, Chengxiang Liu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Many-objective optimization
evolutionary algorithm
preference articulation
interactive approach
Online Access:https://ieeexplore.ieee.org/document/8779606/

Internet

https://ieeexplore.ieee.org/document/8779606/

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