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

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 with the ch...

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Bibliographic Details
Published in:	Scientific reports Vol. 14; no. 1; pp. 8266 - 26
Main Authors:	Meng, Guanglei, Cong, Zelin, Li, Tingting, Wang, Chenguang, Zhou, Mingzhe, Wang, Biao
Format:	Journal Article
Language:	English
Published:	London Nature Publishing Group UK 09.04.2024 Nature Publishing Group Nature Portfolio
Subjects:	639/166 639/705 Algorithms Artificial intelligence Bacteria Bacterial foraging optimization algorithm Bayesian analysis Colonies Dynamic Bayesian networks Gene mapping Humanities and Social Sciences Learning multidisciplinary Natural selection Optimization algorithms Science Science (multidisciplinary) Species diversity Structural learning Swarm intelligence optimization algorithm Swarm intelligence optimization algorithm Bacterial foraging optimization algorithm Structural learning Dynamic Bayesian networks
ISSN:	2045-2322, 2045-2322
Online Access:	Get full text
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