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Reducibility, randomness, and intractibility (Abstract)

Published: 04 May 1977 Publication History
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    The method of showing a problem NP-complete by polynomial reduction is one of the most elegant and productive in our theory ([ 1 ], [ 3 ]). It is a means of providing compelling evidence that a problem in NP is not in P. In this paper we will demonstrate new methods for showing this.
    Our methods, based on a new notion of reducibility (gamma-reducibility) are apparently of more general applicability than that of polynomial reduction and are intended to be of practical value to researchers in the field.
    We use our methods to “demonstrate” (i.e., give compelling evidence) that some natural problems in NP which are not known to be NP-complete are, nonetheless, not in P.

    References

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    Cook, S.A., "The Complexity of Theorem Proving Procedures", Conf. Rec. 3rd ACM Symposium on Theory of Computing (1971), 151-158.
    [2]
    Gill, J., Computational Complexity of Probabilistic Turing Machines, Conf. Records 6th ACM Symposium on Theory of Computing (1974), pg. 91-95.
    [3]
    Karp, R.M., "Reducibility Among Combinatorial Problems", Complexity of Computer Computations, eds. R.N. Miller and J.W. Thatcher, Plenum Press, 1972, pp.85-104.
    [4]
    Ladner, R., "On the Structure of Polynomial Time Reducibility", JACM 22, 1 (Jan. 1975).
    [5]
    Lipschitz, L., "A Remark on the Diophantine Problem for Addition and Division" to appear.
    [6]
    Lipschitz, L. private communications.
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    Manders, K. and Adleman, L., "NP-Complete Decision Problems for Quadratic Polynomials", Proceedings 8th Annual ACM Symposium on Theory of Computing (1976), pp. 23-29.
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    Miller, G.L., Riemann's Hypothesis and Tests for Primality, Ph.D. Thesis, Berkeley (1975).
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    Plaisted, D.A., "Some Polynomial and Integer Divisibility Problems are NP-hard", Presentation at 17th Annual Symposium on the Foundations of Computer Science, pp. 264-267.
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    Pratt, V. "Every Prime has a Succinct Certificate", SIAM J. Comput. 4, 3, pp. 214-220 (Sept. 1975).
    [11]
    Rabin, M.O., "Probabilistic Algorithms" Algorithms and Complexity, New Directions and Recent Results, Edited by J. Traub, Academic Press.
    [12]
    Strassen, V. and Solovay, R., "Fast Monte Carlo Tests For Primality" SIAM J. on Computing, to appear.

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    cover image ACM Conferences
    STOC '77: Proceedings of the ninth annual ACM symposium on Theory of computing
    May 1977
    318 pages
    ISBN:9781450374095
    DOI:10.1145/800105
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    New York, NY, United States

    Publication History

    Published: 04 May 1977

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    STOC '77 Paper Acceptance Rate 31 of 87 submissions, 36%;
    Overall Acceptance Rate 1,469 of 4,586 submissions, 32%

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