Generating Random Bayesian Networks with Constraints on Induced Width

We present algorithms for the generation of uniformly distributed Bayesian networks with constraints on induced width. The algorithms use ergodic Markov chains to generate samples. The

• Type: Conference
• Year: 2004
• Where: ECAI
• Authors: Jaime Shinsuke Ide, Fabio Gagliardi Cozman, Fabio Tozeto Ramos
• Keywords: Artificial Intelligence, Bayesian Networks, ECAI 2004, Ergodic Markov Chains