• DocumentCode
    1837267
  • Title

    Hardness of Approximation Algorithms on k-SAT and (k,s)-SAT Problems

  • Author

    Deng, Tianyan ; Xu, Daoyun

  • Author_Institution
    Dept. of Comput. Sci., Guizhou Univ., Guiyang
  • fYear
    2008
  • fDate
    18-21 Nov. 2008
  • Firstpage
    60
  • Lastpage
    64
  • Abstract
    k-CNF is the class of CNF formulas in which the length of each clause of every formula is k. The decision problem asks for an assignment of truth values to the variables that satisfies all the clauses of a given CNF formula. k-SAT problem is k-CNF´s decision problem. Cook has shown that k-SAT is NP-complete for k ges 3. (k,s)-CNF is the class of CNF formulas with each clause has exactly length k and each variable occurs at most k times. (k,s)-SAT is (k,s)-CNF´s decision problem. NP=PCP(log,1) is called PCP theorem, and it is equivalent to that there exists some constant r >1 such that (3SAT, r-UN3SAT)(or denoted as (1-1/r)-GAP3SAT) is NP-complete [1][2]. In this paper, we show that there exists some r >1 such that (k-SAT, r-UN-k-SAT) is NP-complete for k ges 3 , and prove that for some r >1 the approximation problem r-Approx-k-SAT is NP-hard for k ges 3. Based on the application of linear MU formulas, we construct a reduction from (3SAT, r-UN3SAT) to ((3,4)-SAT, r´-UN-(3,4)-SAT), and prove that there exists some r >1 such that ((3,4)-SAT, r-UN-(3,4)-SAT) is NP-complete, so for some constant s >1 the approximation problem s-Approx-(3,4)-SAT has no efficient algorithm to solve.
  • Keywords
    approximation theory; computational complexity; optimisation; NP-complete problem; approximation algorithms; k-CNF; k-SAT problems; linear MU formulas; Approximation algorithms; Computer science education; Polynomials; (r; NP-complete; PCP theorem; reduction; s)-CNF;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Young Computer Scientists, 2008. ICYCS 2008. The 9th International Conference for
  • Conference_Location
    Hunan
  • Print_ISBN
    978-0-7695-3398-8
  • Electronic_ISBN
    978-0-7695-3398-8
  • Type

    conf

  • DOI
    10.1109/ICYCS.2008.154
  • Filename
    4708949