Semi-algebraic proofs, IPS lower bounds and the τ-conjecture: can a natural number be negative?
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Accepted version
Author(s)
Alekseev, Yaroslav
Grigoriev, Dima
Hirsch, Edward
Tzameret, Iddo
Type
Journal Article
Abstract
We introduce the binary value principle which is a simple subset-sum instance expressing that a natural number written in binary cannot be negative, relating it to central problems in proof and algebraic complexity. We prove conditional superpolynomial lower bounds on the Ideal Proof System (IPS) refutation size of this instance, based on a well-known hypothesis by Shub and Smale about the hardness of computing factorials, where IPS is the strong algebraic proof system introduced by Grochow and Pitassi [J. ACM, 65(6):37:1–55, 2018]. Conversely, we show that short IPS refutations of this instance bridge the gap between sufficiently strong algebraic and semi-algebraic proof systems. Our results extend to unrestricted IPS the paradigm introduced in Forbes, Shpilka, Tzameret and Wigderson [Theory Comput., 17:1–88, 2021] whereby lower
bounds against subsystems of IPS were obtained using restricted algebraic circuit lower bounds, and demonstrate that the binary value principle captures the advantage of semi-algebraic over algebraic reasoning, for sufficiently strong systems. Specifically, we show the following:
Conditional IPS lower bounds: The Shub–Smale hypothesis [Duke Math. J., 81:47-54, 1995] implies a superpolynomial lower bound on the size of IPS refutations of the binary value principle over the rationals defined as the unsatisfiable linear equation ∑n i=1 2i−1xi = −1, for Boolean xi’s. Further, the related and more widely known τ -conjecture [Duke Math. J., 81:47-54, 1995] implies
a superpolynomial lower bound on the size of IPS refutations of a variant of the binary value principle over the ring of rational functions. No prior conditional lower bounds were known for IPS or apparently weaker propositional proof systems such as Frege systems (though our
lower bounds do not translate to Frege lower bounds since the hard instances are not Boolean formulas).
bounds against subsystems of IPS were obtained using restricted algebraic circuit lower bounds, and demonstrate that the binary value principle captures the advantage of semi-algebraic over algebraic reasoning, for sufficiently strong systems. Specifically, we show the following:
Conditional IPS lower bounds: The Shub–Smale hypothesis [Duke Math. J., 81:47-54, 1995] implies a superpolynomial lower bound on the size of IPS refutations of the binary value principle over the rationals defined as the unsatisfiable linear equation ∑n i=1 2i−1xi = −1, for Boolean xi’s. Further, the related and more widely known τ -conjecture [Duke Math. J., 81:47-54, 1995] implies
a superpolynomial lower bound on the size of IPS refutations of a variant of the binary value principle over the ring of rational functions. No prior conditional lower bounds were known for IPS or apparently weaker propositional proof systems such as Frege systems (though our
lower bounds do not translate to Frege lower bounds since the hard instances are not Boolean formulas).
Date Issued
2024-06
Date Acceptance
2024-02-29
Citation
SIAM Journal on Computing, 2024, 53 (3), pp.648-700
ISSN
0097-5397
Publisher
Society for Industrial and Applied Mathematics
Start Page
648
End Page
700
Journal / Book Title
SIAM Journal on Computing
Volume
53
Issue
3
Copyright Statement
© 2024 Yaroslav Alekseev, Dima Grigoriev, Edward Hirsch, and Iddo Tzameret.
This is the author’s accepted manuscript made available under a CC-BY licence in accordance with Imperial’s Research Publications Open Access policy (www.imperial.ac.uk/oa-policy)
This is the author’s accepted manuscript made available under a CC-BY licence in accordance with Imperial’s Research Publications Open Access policy (www.imperial.ac.uk/oa-policy)
License URL
Identifier
https://epubs.siam.org/doi/10.1137/20M1374523
Publication Status
Published
Date Publish Online
2024-06-05