• DocumentCode
    2360522
  • Title

    The instance complexity conjecture

  • Author

    Kummer, Martin

  • Author_Institution
    Inst. fur Logik, Lomplexitat und Deduktionssystem, Karlsruhe Univ., Germany
  • fYear
    1995
  • fDate
    19-22 Jun 1995
  • Firstpage
    111
  • Lastpage
    124
  • Abstract
    This paper is concerned with instance complexity introduced by Ko, Orponen, Schoning, and Watanabe (1986) as a measure of the complexity of individual instances of a decision problem. They conjectured that for every nonrecursive r.e. set the instance complexity is infinitely often at least as high as the Kolmogorov complexity. We refute this conjecture by constructing a nonrecursive r.e. set with instance complexity logarithmic in the Kolmogorov complexity. This bound is optimal up to a constant. In the other extreme, we show that the conjecture can indeed be established for many classes of complete sets. In addition we consider Kolmogorov complexity of initial segments of r.e. sets and show that the well-known upper bound 2 log n is optimal
  • Keywords
    computational complexity; decision theory; recursive functions; Kolmogorov complexity; individual decision problem instances; instance complexity conjecture; nonrecursive r.e. set; optimal bound; upper bound; Books; Length measurement; Microwave integrated circuits; Upper bound;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Structure in Complexity Theory Conference, 1995., Proceedings of Tenth Annual IEEE
  • Conference_Location
    Minneapolis, MN
  • ISSN
    1063-6870
  • Print_ISBN
    0-8186-7052-5
  • Type

    conf

  • DOI
    10.1109/SCT.1995.514733
  • Filename
    514733