Improved Local Search with Momentum for Bayesian Networks Structure Learning

Bayesian Networks structure learning (BNSL) is a troublesome problem that aims to search for an optimal structure. An exact search tends to sacrifice a significant amount of time and memory to promote accuracy, while the local search can tackle complex networks with thousands of variables but common...

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Bibliographic Details
Main Authors: Xiaohan Liu, Xiaoguang Gao, Zidong Wang, Xinxin Ru
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/23/6/750