Structural learning of Bayesian networks by bacterial foraging optimization

DOI10.1016/J.IJAR.2015.11.003zbMath1344.68194OpenAlexW2189047543MaRDI QIDQ899477

Jinduo Liu, Baocai Yin, Junzhong Ji, Jiming Liu, Cuicui Yang

Publication date: 28 December 2015

Published in: International Journal of Approximate Reasoning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ijar.2015.11.003

zbMATH Keywords

Bayesian networksswarm intelligencestructural learningbacterial foraging optimization

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)

Related Items (4)

A novel discrete particle swarm optimization algorithm for solving bayesian network structures learning problem ⋮ An intelligent Parkinson's disease diagnostic system based on a chaotic bacterial foraging optimization enhanced fuzzy KNN approach ⋮ Learning Bayesian networks based on bi-velocity discrete particle swarm optimization with mutation operator ⋮ A binary water wave optimization for feature selection

Uses Software

• TETRAD

Cites Work

• The max-min hill-climbing Bayesian network structure learning algorithm
• Causation, prediction, and search
• A Bayesian method for the induction of probabilistic networks from data
• Ant colony optimization for learning Bayesian networks.
• Biomimicry of social foraging bacteria for distributed optimization: Models, principles, and emergent behaviors
• A new approach for learning belief networks using independence criteria
• Learning Bayesian networks: The combination of knowledge and statistical data
• Searching for the best elimination sequence in Bayesian networks by using ant colony optimization
• A Tutorial on Learning with Bayesian Networks
• A Bayesian Network Learning Algorithm Based on Independence Test and Ant Colony Optimization
• An iterated local search algorithm for learning Bayesian networks with restarts based on conditional independence tests
• 10.1162/153244303321897717

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