If you’ve ever completed a sudoku puzzle, then you’ve completed a constraint satisfaction problem (CSP). This type of problem is defined as a mathematical question where a number of constraints or ...

Counting Constraint Satisfaction Problems (commonly referred to as #CSP) form a foundational framework in computational complexity theory by addressing the challenge of enumerating all possible ...

Neural networks have emerged as a powerful framework for addressing complex problems across numerous scientific domains. In particular, the interplay between neural network models and constraint ...

This is a preview. Log in through your library . Abstract We study the performance of stochastic local search algorithms for random instances of the K-satisfiability (K-SAT) problem. We present a ...

An instance of a random constraint satisfaction problem defines a random subset ${\cal S}$ (the set of solutions) of a large product space ${\cal X}^{N}$ (the set of assignments). We consider two ...

On Monday the 2nd of December 2019, M.Sc. Paul Saikko will defend his doctoral thesis on Implicit Hitting Set Algorithms for Constraint Optimization. The thesis is a part of research done in the ...