MA61026: Constraint Satisfaction Problems
Appearance
| MA61026 | |
|---|---|
| Course name | Constraint Satisfaction Problems |
| Offered by | Mathematics |
| Credits | 4 |
| L-T-P | 3-1-0 |
| Previous Year Grade Distribution | |
| {{{grades}}} | |
| Semester | {{{semester}}} |
Syllabus
Syllabus mentioned in ERP
Prerequisites: voidRepresentation of knowledge, inference and the process of proving theorems. Combinatorial Optimization Problems. Constraints, finite domain Constraint Satisfaction Problems (CSPs) and Boolean Satisfiability Problems (SAT). Search techniques including backtracking and its various improvements such as Backjuping, Backmarking. Intelligent backtracking. Propogation techniques including node, arc and k-consistencies. Global consistency. Forward checking. Hybrid algorithms. Repair based algorithms. Nogoods and clause learning during search algorithms. Partial Constraint Satisfaction Problems (PCSPs). Applications of CSPs.