Titlebook: Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problem; 5th International Co Laurent Perron,M

Clinch

Leveraging Belief Propagation, Backtrack Search, and Statistics for Model Countingthese counts, as well as either lower or upper bounds with different trade-offs between efficiency, bound quality, and correctness guarantee. For lower bounds, we use a recent framework for probabilistic correctness guarantees, and exploit message passing techniques for marginal probability estimati

Serenity

lacrimal-gland

A Novel Approach For Detecting Symmetries in CSP Modelsting symmetries in CSP . are limited to the kind of symmetries that can be inferred from the global constraints present in the model. Herein, a new approach for detecting symmetries in CSP models is presented. The approach is based on first applying powerful methods to a sequence of problem instance