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  • 标题:A note on the complexity of comparing succinctly represented integers, with an application to maximum probability parsing
  • 本地全文:下载
  • 作者:Kousha Etessami ; Alistair Stewart ; Mihalis Yannakakis
  • 期刊名称:Electronic Colloquium on Computational Complexity
  • 印刷版ISSN:1433-8092
  • 出版年度:2013
  • 卷号:2013
  • 出版社:Universität Trier, Lehrstuhl für Theoretische Computer-Forschung
  • 摘要:

    The following two decision problems capture the complexity ofcomparing integers or rationals that are succinctly represented inproduct-of-exponentials notation, or equivalently, via arithmeticcircuits using only multiplication and division gates, and integerinputs:

    Input instance: four lists of positive integers:

    a1an; b1bn; c1cm; d1dm;

    where each of the integers is represented in binary.

    Problem 1 (equality testing): Decide whether a1b1a2b2anbn=c1d1c2d2cmdm.

    Problem 2 (inequality testing): Decide whether a1b1a2b2anbnc1d1c2d2cmdm .

    Problem 1 is easily decidable in polynomial time using a simpleiterative algorithm. Problem 2 is much harder. We observe that thecomplexity of Problem 2 is intimately connected to deep conjecturesand results in number theory. In particular, if a refined form of theABC conjecture formulated by Baker in 1998 holds, or if the olderLang-Waldschmidt conjecture (formulated in 1978) on linear forms inlogarithms holds, then Problem 2 is decidable in P-time (in thestandard Turing model of computation). Moreover, it follows from thebest available quantitative bounds on linear forms in logarithms,e.g., by Baker and W\"{u}stholz (1993) or Matveev (2000), that if mand n are fixed universal constants then Problem 2 is decidable inP-time (without relying on any conjectures).

    We describe one application: P-time maximum probability parsing for *arbitrary* stochasticcontext-free grammars (where \epsilon-rules are allowed).

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