Exploring the probabilistic graphic model of a hybrid multi-objective Bayesian estimation of distribution algorithm

The Hybrid Multi-objective Bayesian Estimation of Distribution Algorithm (HMOBEDA) has shown to be very competitive for Many Objective Optimization Problems (MaOPs). The Probabilistic Graphic Model (PGM) of HMOBEDA expands the possibilities for exploration as it provides the joint probability of dec...

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Bibliographic Details

Published in:	Applied soft computing Vol. 73; pp. 328 - 343
Main Authors:	Martins, Marcella S.R., Delgado, Myriam, Lüders, Ricardo, Santana, Roberto, Gonçalves, Richard A., de Almeida, Carolina P.
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.12.2018
Subjects:	Automatic algorithm configuration Estimation of distribution algorithms Multi-objective optimization Estimation of distribution algorithms Automatic algorithm configuration Multi-objective optimization
ISSN:	1568-4946, 1872-9681
Online Access:	Get full text
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