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
Link To Document :
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