On the Hamming distance of constraint satisfaction problems

  • Authors:
  • P. Crescenzi;G. Rossi

  • Affiliations:
  • Dipartimento di Sistemi e Informatica, Università di Firenze, Via C. Lombroso 6/17, 50134 Firenze, Italy;Dipartimento di Sistemi e Informatica, Università di Firenze, Via C. Lombroso 6/17, 50134 Firenze, Italy

  • Venue:
  • Theoretical Computer Science - Complexity and logic
  • Year:
  • 2002

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Abstract

In this paper we consider a new optimization problem, called MAX HAMMINGDISTANCE(F) where F is a family of Boolean constraints. This problem consists in finding two satisfying assignments that differ in the maximum number of variable values: in other words, the problem looks for the maximum difference between two models of the constraints given in input. We give a complete classification of the approximability properties of MAX HAMMINGDISTANCE(F) by using a specialization of the criteria introduced by Schaefer in order to classify constraint satisfaction problems and subsequently used by Khanna, Sudan, Trevisan, and Williamson to classify constraint satisfaction optimization problems.