• DocumentCode
    3243175
  • Title

    Logical operations and Kolmogorov complexity. II

  • Author

    Muchnik, Andrei A. ; Vereshchagin, Nikolai K.

  • Author_Institution
    Inst. of New Technol., Moscow, Russia
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    256
  • Lastpage
    265
  • Abstract
    For Part I, see Theoretical Computer Science (to be published). Investigates the Kolmogorov complexity of the problem (a→c)∧(b→d), defined as the minimum length of a program that, given a, outputs c and, given b, outputs d. We prove that, unlike all known problems of this kind, its complexity is not expressible in terms of the Kolmogorov complexity of a, b, c and d, their pairs, triples, etc. This solves the problem posed in Part I. We then consider the following theorem: there are two strings, whose mutual information is large but which have no common information in a strong sense. This theorem was proven by A. Muchnik et al. (1999) via a non-constructive argument. We present a constructive proof, thus solving a problem posed by Muchnik et al. We give also an interpretation of both results in terms of Shannon entropy
  • Keywords
    computational complexity; entropy; formal logic; minimisation; Kolmogorov complexity; Shannon entropy; common information; constructive proof; logical operations; minimum program length; mutual information; strings; Entropy; Logic; Mutual information; Upper bound;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Complexity, 16th Annual IEEE Conference on, 2001.
  • Conference_Location
    Chicago, IL
  • Print_ISBN
    0-7695-1053-1
  • Type

    conf

  • DOI
    10.1109/CCC.2001.933892
  • Filename
    933892