Learning Bayesian networks based on bi-velocity discrete particle swarm optimization with mutation operator

The problem of structures learning in Bayesian networks is to discover a directed acyclic graph that in some sense is the best representation of the given database. Score-based learning algorithm is one of the important structure learning methods used to construct the Bayesian networks. These algori...

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Bibliographic Details
Main Authors: Wang Jingyun, Liu Sanyang
Format: Article
Language:English
Published: De Gruyter 2018-08-01
Series:Open Mathematics
Subjects:
Online Access:https://doi.org/10.1515/math-2018-0086