English

Variable elimination in binary CSPs

Data Structures and Algorithms 2019-05-13 v1

Abstract

We investigate rules which allow variable elimination in binary CSP (constraint satisfaction problem) instances while conserving satisfiability. We study variable-elimination rules based on the language of forbidden patterns enriched with counting and quantification over variables and values. We propose new rules and compare them, both theoretically and experimentally. We give optimised algorithms to apply these rules and show that each define a novel tractable class. Using our variable-elimination rules in preprocessing allowed us to solve more benchmark problems than without.

Keywords

Cite

@article{arxiv.1905.04209,
  title  = {Variable elimination in binary CSPs},
  author = {Martin C. Cooper and Achref El Mouelhi and Cyril Terrioux},
  journal= {arXiv preprint arXiv:1905.04209},
  year   = {2019}
}

Comments

38 pages, 15 figures