Understanding Population Dynamics in Multi- and Many-Objective Evolutionary Algorithms for High-Resolution Approximations

Achieving a high-resolution approximation and hitting the Pareto optimal set with some if not all members of the population is the goal for multi- and many-objective optimization problems, and more so in real-world applications where there is also the desire to extract knowledge about the problem fr...

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Bibliographic Details
Main Authors: Hugo Monzón Maldonado, Hernán Aguirre, Sébastien Verel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:Advances in Operations Research
Online Access:http://dx.doi.org/10.1155/2021/6699277