skip to main content
10.1145/3373718.3394780acmconferencesArticle/Chapter ViewAbstractPublication PageslicsConference Proceedingsconference-collections
research-article

Intermediate problems in modular circuits satisfiability

Authors Info & Claims
Published:08 July 2020Publication History

ABSTRACT

In [15] a generalization of Boolean circuits to arbitrary finite algebras had been introduced and applied to sketch P versus NP-complete borderline for circuits satisfiability over algebras from congruence modular varieties. However the problem for nilpotent (which had not been shown to be NP-hard) but not supernilpotent algebras (which had been shown to be polynomial time) remained open.

In this paper we provide a broad class of examples, lying in this grey area, and show that, under the Exponential Time Hypothesis and Strong Exponential Size Hypothesis (saying that Boolean circuits need exponentially many modular counting gates to produce boolean conjunctions of any arity), satisfiability over these algebras have intermediate complexity between ω(2c logh-1 n) and O(2c logh n), where h measures how much a nilpotent algebra fails to be supernilpotent. We also sketch how these examples could be used as paradigms to fill the nilpotent versus supernilpotent gap in general.

Our examples are striking in view of the natural strong connections between circuits satisfiability and Constraint Satisfaction Problem for which the dichotomy had been shown by Bulatov [4] and Zhuk [28].

References

  1. Erhard Aichinger and Nebojša Mudrinski, Some applications of higher commutators in Malcev algebras, Algebra Universalis, 63(2010), 367--403.Google ScholarGoogle ScholarCross RefCross Ref
  2. David A. Mix Barrington, Richard Beigel and Steven Rudich, Representing Boolean functions as polynomials modulo composite numbers, Computational Complexity, 4(1994), 367--382.Google ScholarGoogle ScholarDigital LibraryDigital Library
  3. David A. Mix Barrington, Howard Straubing and Denis Thérien, Nonuniform automata over groups, Information and Computation, 89(1990), 109--132.Google ScholarGoogle Scholar
  4. Andrei Bulatov, A dichotomy theorem for nonuniform CSPs, 2017 IEEE 58th Annual Symposium on Foundations of Computer Science (FOCS), IEEE, 2017.Google ScholarGoogle ScholarCross RefCross Ref
  5. Andrei Bulatov, On the number of finite Mal'tsev algebras, Contributions to general algebra, 13(2000) 41--54.Google ScholarGoogle Scholar
  6. Ralph Freese and Ralph McKenzie, Commutator Theory for Congruence Modular Varieties, London Math. Soc. Lecture Notes, No. 125, Cambridge U. Press, Cambridge, 1987.Google ScholarGoogle Scholar
  7. Attila Földvári and Gábor Horváth, The complexity of the equation solvability and equivalence problems over finite groups International Journal of Algebra and Computation, to appear.Google ScholarGoogle Scholar
  8. Merrick Furst, James B. Saxe and Michael Sipser, Parity circuits and the polynomial time hierarchy, Proceedings of 22nd Annual IEEE Symposium on Foundations of Computer Science, 1981, pp. 260--270.Google ScholarGoogle ScholarDigital LibraryDigital Library
  9. Mikael Goldmann and Alexander Russell, The complexity of solving equations over finite groups, Proceedings of the Fourteenth Annual IEEE Conference on Computational Complexity, 1999, pp. 80--86.Google ScholarGoogle ScholarCross RefCross Ref
  10. Tomasz Gorazd and Jacek Krzaczkowski, Term equation satisfiability over finite algebras, International Journal of Algebra and Computation, 20(2010), 1001--1020.Google ScholarGoogle ScholarCross RefCross Ref
  11. Johan Torkel Håstad, Computational limitations of small-depth circuits, PhD thesis, MIT, 1987.Google ScholarGoogle Scholar
  12. David Hobby and Ralph McKenzie, The Structure of Finite Algebras, Contemporary Mathematics vol. 76, Amer. Math. Soc., Providence, RI, 1988.Google ScholarGoogle Scholar
  13. Gábor Horváth, The complexity of the equivalence and equation solvability problems over meta-Abelian groups, Journal of Algebra, 433(2015), 208--230.Google ScholarGoogle ScholarCross RefCross Ref
  14. Gábor Horváth and Csaba Szabó, The complexity of checking identities over finite groups, International Journal of Algebra and Computation, 16(2006), 931--940.Google ScholarGoogle ScholarCross RefCross Ref
  15. Paweł M. Idziak and Jacek Krzaczkowski, Satisfiability in multi-valued circuits, LICS '18: Proceedings of the 33rd Annual ACM/IEEE Symposium on Logic in Computer Science, 2018, pp. 550--558.Google ScholarGoogle Scholar
  16. Paweł M. Idziak, Piotr Kawałek and Jacek Krzaczkowski, Expressive power, satisfiability and equivalence of circuits over nilpotent algebras, 43rd International Symposium on Mathematical Foundations of Computer Science (MFCS 2018), Schloss Dagstuhl-Leibniz-Zentrum fuer Informatik, 2018.Google ScholarGoogle Scholar
  17. Paweł M. Idziak, Piotr Kawałek and Jacek Krzaczkowski, Stratifying algebras by supernilpotent intervals, manuscript 2020.Google ScholarGoogle Scholar
  18. Piotr Kawałek, Michael Kompatscher and Jacek Krzaczkowski, Circuit equivalence in 2-nilpotent algebras, preprint arXiv:1909.12256, (2019).Google ScholarGoogle Scholar
  19. Piotr Kawałek and Jacek Krzaczkowski, Even faster algorithms for circuit satisfiability over supenilpotent algebras, preprint arXiv:2002.08634, (2020).Google ScholarGoogle Scholar
  20. Keith A. Kearnes, Congruence modular varieties with small free spectra, Algebra Universalis, 42(1999), 165--181.Google ScholarGoogle ScholarCross RefCross Ref
  21. Michael Kompatscher, CC-circuits and the expressive power of nilpotent algebras, preprint arXiv:1911.01479, (2019).Google ScholarGoogle Scholar
  22. Peter Mayr and Agnes Szendrei, Algebras from Congruences, preprint arXiv:1910.00689 (2019).Google ScholarGoogle Scholar
  23. Ralph McKenzie, George McNulty and Walter Taylor, Algebras, Lattices, Varieties, Wadsworth/Brooks Cole, Monterrey, CA, 1987.Google ScholarGoogle Scholar
  24. Michael Sipser, Borel Sets and circuit complexity, Proceedings of 15th Annual ACM Symposium on Theory of Computing 1983, pp. 61--69.Google ScholarGoogle Scholar
  25. Joel WanderWerf, Wreath Decomposition of Algebra, PhD thesis, University of California, Berkley 1995.Google ScholarGoogle Scholar
  26. Armin Weiß, Hardness of equations over finite solvable groups under the exponential time hypothesis, The 47th International Colloquium on Automata, Languages and Programming (ICALP 2020), to appear.Google ScholarGoogle Scholar
  27. Andrew Yao, Separating the polynomial-time hierarchy by oracles, 1985 IEEE 26th Annual Symposium on Foundations of Computer Science (FOCS), IEEE, 1985.Google ScholarGoogle ScholarDigital LibraryDigital Library
  28. Dmitriy Zhuk, A proof of CSP dichotomy conjecture, 2017 IEEE 58th Annual Symposium on Foundations of Computer Science (FOCS), IEEE, 2017.Google ScholarGoogle ScholarCross RefCross Ref

Index Terms

  1. Intermediate problems in modular circuits satisfiability

            Recommendations

            Comments

            Login options

            Check if you have access through your login credentials or your institution to get full access on this article.

            Sign in
            • Published in

              cover image ACM Conferences
              LICS '20: Proceedings of the 35th Annual ACM/IEEE Symposium on Logic in Computer Science
              July 2020
              986 pages
              ISBN:9781450371049
              DOI:10.1145/3373718

              Copyright © 2020 ACM

              Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

              Publisher

              Association for Computing Machinery

              New York, NY, United States

              Publication History

              • Published: 8 July 2020

              Permissions

              Request permissions about this article.

              Request Permissions

              Check for updates

              Qualifiers

              • research-article
              • Research
              • Refereed limited

              Acceptance Rates

              LICS '20 Paper Acceptance Rate69of174submissions,40%Overall Acceptance Rate143of386submissions,37%

            PDF Format

            View or Download as a PDF file.

            PDF

            eReader

            View online with eReader.

            eReader