An Improved Particle Swarm Optimization Algorithm for Bayesian Network Structure Learning via Local Information Constraint

At present, in the application of Bayesian network (BN) structure learning algorithm for structure learning, the network scale increases with the increase of number of nodes, resulting in a large scale of structure search space, which is difficult to calculate, and the existing learning algorithms a...

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Bibliographic Details
Main Authors: Kun Liu, Yani Cui, Jia Ren, Peiran Li
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9375001/