• DocumentCode
    2345924
  • Title

    A duality between clause width and clause density for SAT

  • Author

    Calabro, Chris ; Impagliazzo, Russell ; Paturi, Ramamohan

  • Author_Institution
    California Univ., San Diego, CA
  • fYear
    0
  • fDate
    0-0 0
  • Lastpage
    260
  • Abstract
    We consider the relationship between the complexities of k-SAT and those of SAT restricted to formulas of constant density. Let sk be the infimum of those c ges 0 such that k-SAT on n variables can be decided in time O(2cn) and dDelta be the infimum of those c ges 0 such that SAT on n variables and les Deltan clauses can be decided in time O(2cn). We show that limkrarrinfin sk = limDeltararrinfindDelta. So, for any epsi > 0, k-SAT can be solved in 2(1-epsi)n time independent of k if and only if the same is true for SAT with any fixed density of clauses to variables. We derive some interesting consequences from this. For example, assuming that 3-SAT is exponentially hard (that is, s3 > 0), SAT of any fixed density can be solved in time whose exponent is strictly less than that for general SAT. We also give an improvement to the sparsification lemma of Impagliazzo et al. (1998) showing that instances of k-SAT of density slightly more than exponential in k are almost the hardest instances of k-SAT. The previous result showed this for densities doubly exponential in k
  • Keywords
    computability; computational complexity; SAT complexity; clause density; clause width; constant density; sparsification lemma; Computational complexity; Frequency; Heuristic algorithms; NP-complete problem; Upper bound;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Complexity, 2006. CCC 2006. Twenty-First Annual IEEE Conference on
  • Conference_Location
    Prague
  • ISSN
    1093-0159
  • Print_ISBN
    0-7695-2596-2
  • Type

    conf

  • DOI
    10.1109/CCC.2006.6
  • Filename
    1663742