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Zero-Free Regions of Partition Functions with Applications to Algorithms and Graph Limits

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Abstract

Based on a technique of Barvinok [4,5,6] and Barvinok and Soberón [8,9] we identify a class of edge-coloring models whose partition functions do not evaluate to zero on bounded degree graphs. Subsequently we give a quasi-polynomial time approximation scheme for computing these partition functions. As another application we show that the normalised partition functions of these models are continuous with respect to the Benjamini-Schramm topology on bounded degree graphs. We moreover give quasi-polynomial time approxi-mation schemes for evaluating a large class of graph polynomials, including the Tutte polynomial, on bounded degree graphs.

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References

  1. M. Abért and T. Hubai: Benjamini-Schramm convergence and the distribution of chromatic roots for sparse graphs, Combinatorica 35 (2015), 127–151.

    Article  MATH  MathSciNet  Google Scholar 

  2. I. Arad and Z. Landau: Quantum computation and the evaluation of tensor networks, SIAM Journal on Computing 39 (2010), 3089–3121.

    Article  MATH  MathSciNet  Google Scholar 

  3. M. Bayati, D. Gamarnik, D. Katz, C. Nair and P. Tetali: Simple deterministic approximation algorithms for counting matchings, in: Proceedings of the thirty-ninth annual ACM symposium on Theory of computing 122–127, ACM, 2007.

    Google Scholar 

  4. A. Barvinok: Computing the permanent of (some) complex matrices, Foundations of Computational Mathematics (2014), 1–14.

    Google Scholar 

  5. A. Barvinok: Computing the partition function for cliques in a graph, Theory of Computing 11 (2015), 339–355.

    Article  MATH  MathSciNet  Google Scholar 

  6. A. Barvinok: Computing the partition function of a polynomial on the Boolean cube, arXiv preprint, arXiv:1503.07463 (2015).

    MATH  Google Scholar 

  7. A. Barvinok: Approximating permanents and hafnians, Discrete Analysis 2 (2017).

  8. A. Barvinok and P. Soberón: Computing the partition function for graph homomorphisms, Combinatorica 36 (2016), 1–18.

    Article  MATH  MathSciNet  Google Scholar 

  9. A. Barvinok and P. Soberón: Computing the partition function for graph homomorphisms with multiplicities, Journal of Combinatorial Theory, Series A 137 (2016), 1–26.

    Article  MATH  MathSciNet  Google Scholar 

  10. I. Benjamini and O. Schramm: Recurrence of distributional limits of finite planar graphs, in: Selected Works of Oded Schramm, 533–545, Springer New York, 2011.

    Chapter  Google Scholar 

  11. C. Borgs, J. Chayes, J. Kahn and L. Lovász: Left and right convergence of graphs with bounded degree, Random Structures and Algorithms 42 (2013), 1–28.

    Article  MATH  MathSciNet  Google Scholar 

  12. R. Bubley, M. Dyer, C. Greenhill and M. Jerrum: On approximately counting colorings of small degree graphs, SIAM Journal on Computing 29 (1999), 387–400.

    Article  MATH  MathSciNet  Google Scholar 

  13. A. Bulatov and M. Grohe: The complexity of partition functions, Theoretical Computer Science 348 (2005), 148–186.

    Article  MATH  MathSciNet  Google Scholar 

  14. J. Cai, X. Chen and P. Lu: Graph homomorphisms with complex values: A dichotomy theorem, SIAM Journal on Computing 42 (2013), 924–1029.

    Article  MATH  MathSciNet  Google Scholar 

  15. J. Cai, H. Guo and T. Williams: A complete dichotomy rises from the capture of vanishing signatures, in: Proceedings of the forty-fifth annual ACM symposium on Theory of computing, 635–644. ACM, 2013.

    Google Scholar 

  16. J. Cai, S. Huang and P. L: From Holant to #CSP and Back: Dichotomy for Holantc Problems, in: ISAAC, 253–265, 2010.

    Google Scholar 

  17. J. Cai, P. Lu and M. Xia: Holant problems and counting CSP, in: Proceedings of the 41st annual ACM symposium on Theory of computing, STOC 09, 715–724, New York, NY, USA, 2009.

    Google Scholar 

  18. J. Cai, P. Lu and M. Xia: Computational complexity of Holant problems, SIAM Journal on Computing 40 (2011), 1101–1132.

    Article  MATH  MathSciNet  Google Scholar 

  19. P. Csikvári and P. E. Frenkel: Benjamini–Schramm continuity of root moments of graph polynomials, European Journal of Combinatorics 52 (2016), 302–320.

    Article  MATH  MathSciNet  Google Scholar 

  20. P. de la Harpe and V.F.R. Jones: Graph invariants related to statistical mechanical models: examples and problems, Journal of Combinatorial Theory, Series B 57 (1993), 207–227.

    Article  MATH  MathSciNet  Google Scholar 

  21. J. Draisma, D. Gijswijt, L. Lovász, G. Regts and A. Schrijver: Characterizing partition functions of the vertex model, Journal of Algebra 350 (2012), 197–206.

    Article  MATH  MathSciNet  Google Scholar 

  22. M. Dyer and C. Greenhill: The complexity of counting graph homomorphisms, Random Structures and Algorithms 17 (2000), 260–289.

    Article  MATH  MathSciNet  Google Scholar 

  23. A. Galanis, D. Stefankovic, E. Vigoda and L. Yang: Ferromagnetic Potts model: Refined #BIS-hardness and related results, in: RANDOM 2014, LNCS 6845, 677–691 2014. Full version available at arXiv:1311.4839.

    MATH  Google Scholar 

  24. D. Gamarnik and D. Katz: Correlation decay and deterministic FPTAS for counting list-colorings of a graph, Journal of Discrete Algorithms 12 (2012), 29–47.

    Article  MATH  MathSciNet  Google Scholar 

  25. L. A. Goldberg and M. Jerrum: Approximating the partition function of the ferromagnetic Potts model, Journal of the ACM 59 (2012), 1–25.

    Article  MATH  MathSciNet  Google Scholar 

  26. L. A. Goldberg, M. Jerrum and C. McQuillan: Approximating the partition function of planar two-state spin systems, Journal of Computer and System Sciences 81 (2015), 330–358.

    Article  MATH  MathSciNet  Google Scholar 

  27. B. Jackson, A. Procacci and A. D. Sokal: Complex zero-free regions at large jqj for multivariate Tutte polynomials (alias Potts-model partition functions) with general complex edge weights, Journal of Combinatorial Theory, Series B 103 (2013), 21–45.

    Article  MATH  MathSciNet  Google Scholar 

  28. T. Lee and T. Yang: Statistical theory of equations of state and phase transitions. I. Theory of condensation, Physical Review 87 (1952), 404.

    Article  MATH  MathSciNet  Google Scholar 

  29. L. Lovász: Large Networks and Graph Limits, Vol. 60, American Mathematical Society, Providence, Rhode Island, 2012.

  30. L.M. Lovász: A short proof of the equivalence of left and right convergence for sparse graphs, European Journal of Combinatorics 53 (2016), 1–7.

    Article  MATH  MathSciNet  Google Scholar 

  31. P. Lu and Y. Yin: Improved FPTAS for multi-spin systems, in: Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques, 639–654, Springer Berlin Heidelberg, 2013.

    Chapter  Google Scholar 

  32. I. L. Markov and Y. Shi: Simulating quantum computation by contracting tensor networks, SIAM Journal on Computing 38 (2008), 963–981.

    Article  MATH  MathSciNet  Google Scholar 

  33. V. Patel and G. Regts: Deterministic polynomial-time approximation algorithms for partition functions and graph polynomials, arXiv preprint arXiv:1607.01167, 2016.

  34. G. Regts: Graph Parameters and Invariants of the Orthogonal Group, PhD thesis, University of Amsterdam, 2013.

    MATH  Google Scholar 

  35. A. D. Scott and A. D. Sokal: The repulsive lattice gas, the independent-set polynomial, and the Lovász local lemma, Journal of Statistical Physics 118 (2005), 1151–1261.

    MATH  Google Scholar 

  36. A. Sinclair, P. Srivastava and M. Thurley: Approximation algorithms for two-state anti-ferromagnetic spin systems on bounded degree graphs, Journal of Statistical Physics 155 (2014), 666–686.

    Article  MATH  MathSciNet  Google Scholar 

  37. A. Sly and N. Sun: The computational hardness of counting in two-spin models on d-regular graphs, in: Proceedings of the 53rd Annual Symposium on Foundations of Computer Science (FOCS), 2012 IEEE, 361–369. IEEE, 2012.

    Google Scholar 

  38. B. Szegedy: Edge-coloring models and re ection positivity, Journal of the American Mathematical Society 20 (2007), 969–988.

    Article  MATH  MathSciNet  Google Scholar 

  39. B. Szegedy: Edge coloring models as singular vertex-coloring models, in: Fete of Combinatorics and Computer Science (G. O. H. Katona, A. Schrijver, T. Szonyi, editors), Springer, Heidelberg and János Bolyai Mathematical Society, Budapest (2010), 327–336.

    Chapter  Google Scholar 

  40. D. Weitz: Counting independent sets up to the tree threshold, in: Proceedings of the thirty-eighth annual ACM symposium on Theory of computing, STOC 06, 140–149, New York, NY, USA, 2006. ACM.

    Google Scholar 

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Correspondence to Guus Regts.

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Regts, G. Zero-Free Regions of Partition Functions with Applications to Algorithms and Graph Limits. Combinatorica 38, 987–1015 (2018). https://doi.org/10.1007/s00493-016-3506-7

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  • DOI: https://doi.org/10.1007/s00493-016-3506-7

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