Abstract
This is a survey of basic facts about bounded arithmetic and about the relationships between bounded arithmetic and propositional proof complexity. We introduce the theories and of bounded arithmetic and characterize their proof theoretic strength and their provably total functions in terms of the polynomial time hierarchy. We discuss other axiomatizations of bounded arithmetic, such as minimization axioms. It is shown that the bounded arithmetic hierarchy collapses if and only if bounded arithmetic proves that the polynomial hierarchy collapses.
We discuss Frege and extended Frege proof length, and the two translations from bounded arithmetic proofs into propositional proofs. We present some theorems on bounding the lengths of propositional interpolants in terms of cut-free proof length and in terms of the lengths of resolution refutations. We then define the Razborov-Rudich notion of natural proofs of P ≠ NP and discuss Razborov’s theorem that certain fragments of bounded arithmetic cannot prove superpolynomial lower bounds on circuit size, assuming a strong cryptographic conjecture. Finally, a complete presentation of a proof of the theorem of Razborov is given.
Supported in part by NSF grants DMS-9503247 and DMS-9205181.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
J. Bennett, On Spectra, PhD thesis, Princeton University, 1962.
M. L. Bonet, S. R. Buss, and T. Pitassi, Are there hard examples for Frege systems?, in Feasible Mathematics II, P. Clote and J. Remmel, eds., Boston, 1995, Birkhäuser, pp. 30-56.
S. R. Buss, Bounded Arithmetic, PhD thesis, Princeton University, 1985.
—, Bounded Arithmetic, Bibliopolis, 1986. Revision of 1985 Princeton University Ph.D. thesis.
— The Boolean formula value problem is in ALOGTIME, in Proceedings of the 19-th Annual ACM Symposium on Theory of Computing, May 1987, pp. 123-131.
—, Polynomial size proofs of the propositional pigeonhole principle, Journal of Symbolic Logic, 52 (1987), pp. 916–927.
—, An introduction to proof theory. Typeset manuscript, to appear in S.R. Buss (ed.) Handbook of Proof Theory, North-Holland, 1997.
—, Axiomatizations and conservation results for fragments of bounded arithmetic, in Logic and Computation, proceedings of a Workshop held Carnegie-Mellon University, 1987, vol. 106 of Contemporary Mathematics, American Mathematical Society, 1990, pp. 57-84.
—, Propositional consistency proofs, Annals of Pure and Applied Logic, 52 (1991), pp. 3–29.
—, On Herbrand’s theorem, in Logic and Computational Complexity, Lecture Notes in Computer Science #960, D. Leivant, ed., Berlin, 1995, Springer Verlag, pp. 195-209.
—, Relating the bounded arithmetic and polynomial-time hierarchies, Annals of Pure and Applied Logic, 75 (1995), pp. 67–77.
S. R. Buss and et al., Weak formal systems and connections to computational complexity. Student-written Lecture Notes for a Topics Course at U.C. Berkeley, January-May 1988.
S. R. Buss and A. Ignjatovic, Unprovability of consistency statements in fragments of bounded arithmetic, Annals of Pure and Applied Logic, 74 (1995), pp. 221–244.
S. R. Buss and J. Krajíček, An application of Boolean complexity to separation problems in bounded arithmetic, Proc. London Math. Society, 69 (1994), pp. 1–21.
A. Cobham, The intrinsic computational difficulty of functions, in Logic, Methodology and Philosophy of Science, Proceedings of the Second International Congress, held in Jerusalem, 1964, Y. Bar-Hillel, ed., Amsterdam, 1965, North-Holland.
S. A. Cook, Feasibly constructive proofs and the propositional calculus, in Proceedings of the Seventh Annual ACM Symposium on Theory of Computing, 1975, pp. 83-97.
—, Computational complexity of higher type functions, in Proceedings of the International Congress of Mathematicians, 1990, pp. 55-69.
S. A. Cook and R. A. Reckhow, On the lengths of proofs in the propositional calculus, preliminary version, in Proceedings of the Sixth Annual ACM Symposium on the Theory of Computing, 1974, pp. 135-148.
R. A. Reckhow —, The relative efficiency of propositional proof systems, Journal of Symbolic Logic, 44 (1979), pp. 36–50.
W. Craig, Linear reasoning. A new form of the Herbrand-Gentzen theorem, Journal of Symbolic Logic, 22 (1957), pp. 250–268.
M. Dowd, Propositional representation of arithmetic proofs, in Proceedings of the 10th ACM Symposium on Theory of Computing, 1978, pp. 246-252.
—, Model-theoretic aspects of P ≠ NP. Typewritten manuscript, 1985.
G. Gentzen, Die Widerspruchsfreiheit der reinen Zahlentheorie, Mathematische Annalen, 112 (1936), pp. 493–565. English translation in [24], pp. 132-213.
—, Collected Papers of Gerhard Gentzen, North-Holland, 1969. Editted by M. E. Szabo.
P. Hájek and P. Pudlák, Metamathematics of First-order Arithmetic, Springer-Verlag, Berlin, 1993.
A. Haken, The intractability of resolution, Theoretical Computer Science, 39 (1985), pp. 297–308.
J. Herbrand, Recherches sur la théorie de la démonstration, PhD thesis, University of Paris, 1930.
—, Investigations in proof theory: The properties of true propositions, in Prom Frege to Gödel: A Source Book in Mathematical Logic, 1978-1931, J. van Heijenoort, ed., Harvard University Press, Cambridge, Massachusetts, 1967, pp. 525–581. Translation of chapter 5 of [27], with commentary and notes, by J. van Heijenoort and B. Dreben.
—, Écrits logique, Presses Universitaires de France, Paris, 1968. Ed. by J. van Heijenoort.
—, Logical Writings, D. Reidel, Dordrecht-Holland, 1971. Ed. by W. Goldfarb, Translation of [29].
C. F. Kent and B. R. Hodgson, An arithmetic characterization of NP, Theoretical Comput. Sci., 21 (1982), pp. 255–267.
J. Krajíček, Interpolation theorems, lower bounds for proof systems, and independence results for bounded arithmetic. To appear in Journal of Symbolic Logic.
J. Krajicek and P. Pudlak, Propositional proof systems, the consistency of first-order theories and the complexity of computations, Journal of Symbolic Logic, 54 (1989), pp. 1063–1079.
P. Pudlak —, Quantified propositional calculi and fragments of bounded arithmetic, Zeitschrift für Mathematische Logik und Grundlagen der Mathematik, 36 (1990), pp. 29–46.
J. Krajíček, P. Pudlák, and G. Takeuti, Bounded arithmetic and the polynomial hierarchy, Annals of Pure and Applied Logic, 52 (1991), pp. 143–153.
R. E. Ladner, The circuit value problem is log space complete for P, SIGACT News, 7 (1975), pp. 18–20.
D. Mundici, Tautologies with a unique Craig interpolant, Annals of Pure and Applied Logic, 27 (1984), pp. 265–273.
E. Nelson, Predicative Arithmetic, Princeton University Press, 1986.
ntC. H. Papadimitriou, On graph-theoretic lemmata and complexity classes (extended abstract), in Proceedings of the 31st IEEE Symposium on Foundations of Computer Science (Volume II), IEEE Computer Society, 1990, pp. 794-801.
R. J. Parikh, Existence and feasibility in arithmetic, Journal of Symbolic Logic, 36 (1971), pp. 494–508.
J. B. Paris and A. J. Wilkie, △0 sets and induction, in Open Days in Model Theory and Set Theory, W. Guzicki, W. Marek, A. Pelc, and C. Rauszer, eds., 1981, pp. 237-248.
A. A. Razborov, On provably disjoint NP-pairs, Tech. Rep. RS-94-36, Basic Research in Computer Science Center, Aarhus, Denmark, November 1994. http://www.brics.dk/index.html.
—, Unprovability of lower bounds on the circuit size in certain fragments of bounded arithmetic, Izvestiya of the RAN, 59 (1995), pp. 201–224.
A. A. Razborov and S. Rudich, Natural proofs, in Proceedings of the 26-th Annual ACM Symposium on Theory of Computing, 1994, pp. 204-213.
R. A. Reckhow, On the Lengths of Proofs in the Propositional Calculus, PhD thesis, Department of Computer Science, University of Toronto, 1976. Technical Report #87.
J. Siekmann and G. Wrightson, Automation of Reasoning, vol. 1-2, Springer-Verlag, Berlin, 1983.
R. Statman, Complexity of derivations from quantifier-free Horn formulae, mechanical introduction of explicit definitions, and refinement of completeness theorems, in Logic Colloquium 76, Amsterdam, 1977, North-Holland, pp. 505-517.
L. J. Stockmeyer, The polynomial-time hierarchy, Theoretical Corn-put. Sci., 3 (1976), pp. 1–22.
G. S. Tsejtin, On the complexity of derivation in propositional logic, Studies in Constructive Mathematics and Mathematical Logic, 2 (1968), pp. 115–125. Reprinted in: [46, vol 2].
A. J. Wilkie and J. B. Paris, On the scheme of induction for bounded arithmetic formulas, Annals of Pure and Applied Logic, 35 (1987), pp. 261–302.
C. Wrathall, Complete sets and the polynomial-time hierarchy, Theoretical Comput. Sci., 3 (1976), pp. 23–33.
D. Zambella, Notes on polynomially bounded arithmetic, Journal of Symbolic Logic, 61 (1996), pp. 942–966.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 1997 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Buss, S.R. (1997). Bounded Arithmetic and Propositional Proof Complexity. In: Schwichtenberg, H. (eds) Logic of Computation. NATO ASI Series, vol 157. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-59048-1_3
Download citation
DOI: https://doi.org/10.1007/978-3-642-59048-1_3
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-63832-9
Online ISBN: 978-3-642-59048-1
eBook Packages: Springer Book Archive