Predicate-oriented isomorphism elimination in model finding

  • Authors:
  • Xiangxue Jia;Jian Zhang

  • Affiliations:
  • Laboratory of Computer Science, Institute of Software, Chinese Academy of Sciences, Beijing, China;Laboratory of Computer Science, Institute of Software, Chinese Academy of Sciences, Beijing, China

  • Venue:
  • IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
  • Year:
  • 2005

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Abstract

Finding models of logical formulas is a challenging problem. For first-order formulas, a finite model can be found by exhaustive search. For many structured problem instances, there is much isomorphism in the search space. This paper proposes general-purpose techniques for eliminating isomorphic subspaces, which can be helpful when the formulas have many predicates. The techniques are based on inherent symmetries in first-order clauses.