From k-SAT to k-CSP: Two Generalized Algorithms

Li, Liang, Li, Xin, Liu, Tian, Xu, Ke

arXiv.org Artificial Intelligence 

Partially supported by the National 973 Program of China (Grant No. 2005CB321901). Preprint submitted to Elsevier 29 January 2018 with bounded clause length k (k-SAT) can be classified into three styles: DPLL-like, PPSZ-like and Local Search [2], with local search algorithms having already been generalized to CSP with bounded constraint arity k (k-CSP) [5]. We generalize a DPLL-like algorithm in its simplest form and a PPSZlike algorithm [4] from k-SAT to k-CSP. As far as we know, this is the first attempt to use PPSZ-like strategy to solve k-CSP, and before little work has been focused on the DPLL-like or PPSZ-like strategies for k-CSP.

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