Dynamic Bayesian network structure learning based on an improved bacterial foraging optimization algorithm

Abstract With the rapid development of artificial intelligence and data science, Dynamic Bayesian Network (DBN), as an effective probabilistic graphical model, has been widely used in many engineering fields. And swarm intelligence algorithm is an optimization algorithm based on natural selection wi...

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Bibliographic Details
Main Authors: Guanglei Meng, Zelin Cong, Tingting Li, Chenguang Wang, Mingzhe Zhou, Biao Wang
Format: Article
Language:English
Published: Nature Portfolio 2024-04-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-024-58806-0