An Algorithm Based on Loop-Cutting Contribution Function for Loop Cutset Problem in Bayesian Network

An Algorithm Based on Loop-Cutting Contribution Function for Loop Cutset Problem in Bayesian Network

The loop cutset solving algorithm in the Bayesian network is particularly important for Bayesian inference. This paper proposes an algorithm for solving the approximate minimum loop cutset based on the loop-cutting contribution index. Compared with the existing algorithms, the algorithm uses the loo...

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Bibliographic Details
Main Authors: Jie Wei, Wenxian Xie, Yufeng Nie
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Mathematics
Subjects:
bayesian network
loop cutset
loop cutset solving algorithm
loop-cutting contribution
node-pair
Online Access:https://www.mdpi.com/2227-7390/9/5/462

Internet

https://www.mdpi.com/2227-7390/9/5/462

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