Reasoning with lines in the Euclidean space

  • Authors:
  • Khalil Challita

  • Affiliations:
  • Department of Computer Science, Holy Spirit University of Kaslik

  • Venue:
  • IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
  • Year:
  • 2009

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Abstract

The main result of this paper is to show that the problem of instantiating a finite and path-consistent constraint network of lines in the Euclidean space is NP-complete. Indeed, we already know that reasoning with lines in the Euclidean space is NP-hard. In order to prove that this problem is NP-complete, we first establish that a particular instance of this problem can be solved by a nondeterministic polynomial-time algorithm, and then we show that solving any finite and path-consistent constraint network of lines in the Euclidean space is at most as difficult as solving that instance.