Local search for CSPs

Lecture "Artificial intelligence - Lesson 4: Constraint satisfaction problems" presents the following contents: constraint satisfaction problems (CSP); backtracking search for CSPs; local search for CSPs. We invite you to take a look at the content of the lecture.

40p phuong3676 23-06-2023 6 4   Download

Chapter 5: Constraint Satisfaction Problems. The main contents of this chapter include all of the following: CSP examples, backtracking search for CSPs, problem structure and problem decomposition, local search for CSPs.

7p cucngoainhan0 10-05-2022 16 3   Download

Lecture Artificial Intelligence - Chapter 5: Constraint Satisfaction Problems. The main contents of this chapter include all of the following: CSP examples, backtracking search for CSPs, problem structure and problem decomposition, local search for CSPs.

40p cucngoainhan0 10-05-2022 16 2   Download

Backtracking = depth-first search with one variable assigned per node; variable ordering and value selection heuristics help significantly; forward checking prevents assignments that guarantee later failure; constraint propagation (e.g., arc consistency) does additional work to constrain values and detect inconsistencies; the CSPs representation allows analysis of problem structure.

22p lalala06 02-12-2015 68 3   Download