A Bayesian network structure learning method for optimizing ordering search operator

Local search algorithm in ordering space is a good method which can effectively improve the efficiency of bayesian network structure learning. However, the existing algorithms usually have problems such as insufficient order optimization, low learning accuracy, and easy stop at a local optimal. In o...

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Bibliographic Details
Main Authors: JIA Liuna, DONG Mianmian, HE Chuchao, DI Ruohai, LI Xiaoyan
Format: Article
Language:zho
Published: EDP Sciences 2023-04-01
Series:Xibei Gongye Daxue Xuebao
Subjects:
Online Access:https://www.jnwpu.org/articles/jnwpu/full_html/2023/02/jnwpu2023412p419/jnwpu2023412p419.html