EVOLUTIONARY ALGORITHM FOR LEARNING BAYESIAN STRUCTURES FROM DATA

EVOLUTIONARY ALGORITHM FOR LEARNING BAYESIAN STRUCTURES FROM DATA

In this paper we report an evolutionary approach to learning Bayesian networks from data. We explain reasons, which advocate such a non-deterministic approach. We analyze weaknesses of previous works and come to conclusion that we should operate in the search space native for the problem i.e. in th...

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Bibliographic Details
Main Authors: MAREK KOZŁOWSKI, SŁAWOMIR T. WIERZCHOŃ
Format: Article
Language:English
Published: Gdańsk University of Technology 2002-07-01
Series:TASK Quarterly
Subjects:
Bayesian networks
structure learning
evolutionary algorithm
discrete optimization
Online Access:https://journal.mostwiedzy.pl/TASKQuarterly/article/view/2248

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