• DocumentCode
    180739
  • Title

    Circuit Complexity, Proof Complexity, and Polynomial Identity Testing

  • Author

    Grochow, Joshua A. ; Pitassi, Toniann

  • Author_Institution
    Santa Fe Inst., Santa Fe, NM, USA
  • fYear
    2014
  • fDate
    18-21 Oct. 2014
  • Firstpage
    110
  • Lastpage
    119
  • Abstract
    We introduce a new and natural algebraic proof system, which has tight connections to (algebraic) circuit complexity. In particular, we show that any super-polynomial lower bound on any Boolean tautology in our proof system implies that the permanent does not have polynomial-size algebraic circuits (VNP≠VP). As a corollary, super-polynomial lower bounds on the number of lines in Polynomial Calculus proofs (as opposed to the usual measure of number of monomials) imply the Permanent versus Determinant Conjecture. Note that, prior to our work, there was no proof system for which lower bounds on an arbitrary tautology implied any computational lower bound. Our proof system helps clarify the relationships between previous algebraic proof systems, and begins to shed light on why proof complexity lower bounds for various proof systems have been so much harder than lower bounds on the corresponding circuit classes. In doing so, we highlight the importance of polynomial identity testing (PIT) for understanding proof complexity.
  • Keywords
    Boolean algebra; circuit complexity; theorem proving; Boolean tautology; PIT; circuit complexity; determinant conjecture; natural algebraic proof system; permanent conjecture; polynomial calculus proofs; polynomial identity testing; proof complexity; super-polynomial lower bound; Calculus; Complexity theory; Frequency modulation; Polynomials; Standards; Testing; AC0[p]-Frege; Grobner bases; algebraic circuit complexity; lower bounds; polynomial identity testing; proof complexity; syzygies;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Foundations of Computer Science (FOCS), 2014 IEEE 55th Annual Symposium on
  • Conference_Location
    Philadelphia, PA
  • ISSN
    0272-5428
  • Type

    conf

  • DOI
    10.1109/FOCS.2014.20
  • Filename
    6978995