A new PC-PSO algorithm for Bayesian network structure learning with structure priors

•A new Bayesian network structure learning algorithm has been proposed.•This method is based on the hybrid approach, which combines two classic algorithms.•Two operators of Genetic Algorithm are used to search feasible solutions.•This method outperforms conventional algorithms in the experiments. Ba...

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Veröffentlicht in:	Expert systems with applications 2021-12, Vol.184, p.115237, Article 115237
Hauptverfasser:	Sun, Baodan, Zhou, Yun, Wang, Jianjiang, Zhang, Weiming
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Bayesian analysis Bayesian networks Crossovers Heuristic methods Machine learning Mutation Networks Particle swarm optimization PC algorithm Statistical inference Structure learning Structure priors
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