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Overview of Inference Algorithms for Bayesian Networks Wei Sun, PhD Assistant Research Professor SEOR Dept. & C4I Center George Mason University, 2009.

Chapter 5 Outline Formal definition of CSP CSP Examples Backtracking search for CSPs Problem structure and problem decomposition Local search for CSPs.

Efficient Inference for General Hybrid Bayesian Networks

Efficient Inference for General Hybrid Bayesian Networks

Constraint Satisfaction Problems (CSPs) This lecture topic (two lectures) Chapter 6.1 – 6.4, except 6.3.3 Next lecture topic (two lectures) Chapter 7.1.

Efficient Inference for General Hybrid Bayesian Networks

Overview of Inference Algorithms for Bayesian Networks

Efficient Inference for General Hybrid Bayesian Networks

Constraint Satisfaction Problems (CSPs)