Metaheuristics for Score-and-Search Bayesian Network Structure Learning

DOI10.1007/978-3-319-57351-9_17zbMath1441.68228OpenAlexW2607059635MaRDI QIDQ3305120

Colin Lee, Peter J. L. van Beek

Publication date: 5 August 2020

Published in: Advances in Artificial Intelligence (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-57351-9_17

zbMATH Keywords

local searchmemetic algorithmBayesian networkBayesian network structureiterate local search

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Problem solving in the context of artificial intelligence (heuristics, search strategies, etc.) (68T20) Probabilistic graphical models (62H22)

Related Items (1)

Learning tractable NAT-modeled Bayesian networks

Uses Software

• Paramils

Cites Work

• Structural learning of Bayesian networks using local algorithms based on the space of orderings
• Ant colony optimization for learning Bayesian networks.
• The linear ordering problem: instances, search space analysis and algorithms
• ParamILS: An Automatic Algorithm Configuration Framework
• 10.1162/153244302760200696
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