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

Baodan Sun,Yun Zhou,Jianjiang Wang,Weiming Zhang

Expert Systems with Applications（2021）

引用 15|浏览12

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摘要

•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.

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关键词

Bayesian networks,Structure learning,Particle swarm optimization,PC algorithm,Structure priors

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