Fermions and loops on graphs: II. A monomer–dimer model as a series of determinants

We continue the discussion of the fermion models on graphs that started in the first paper of the series. Here we introduce a graphical gauge model (GGM) and show that: (a) it can be stated as an average/sum of a determinant defined on the graph over a (binary) gauge field; (b) it is equivalent to the monomer–dimer (MD) model on the graph; (c) the partition function of the model allows an explicit expression in terms of a series over disjoint directed cycles, where each term is a product of local contributions along the cycle and the determinant of a matrix defined on the remainder of the graph (excluding the cycle). We also establish a relation between the MD model on the graph and the determinant series, discussed in the first paper—however, considered using simple non-belief propagation choice of the gauge. We conclude with a discussion of possible analytic and algorithmic consequences of these results, as well as related questions and challenges.

[1]  Riccardo Zecchina,et al.  Combinatorial and topological approach to the 3D Ising model , 1999 .

[2]  R. Ho Algebraic Topology , 2022 .

[3]  P. W. Kasteleyn Dimer Statistics and Phase Transitions , 1963 .

[4]  Michael Chertkov,et al.  Belief propagation and loop series on planar graphs , 2008, ArXiv.

[5]  L. Goddard Information Theory , 1962, Nature.

[6]  Michael Chertkov,et al.  Fermions and loops on graphs: I. Loop calculus for determinants , 2008, ArXiv.

[7]  Uriel Feige,et al.  Proceedings of the thirty-ninth annual ACM symposium on Theory of computing , 2007, STOC 2007.

[8]  Y. Ihara On discrete subgroups of the two by two projective linear group over p-adic fields , 1966 .

[9]  Michael Chertkov,et al.  Loop Calculus in Statistical Physics and Information Science , 2006, Physical review. E, Statistical, nonlinear, and soft matter physics.

[10]  Physical Review , 1965, Nature.

[11]  Riccardo Zecchina,et al.  Exact solution of the Ising model on group lattices of genus g>1 , 1996 .

[12]  Michael Chertkov,et al.  Loop Calculus and Belief Propagation for q-ary Alphabet: Loop Tower , 2007, 2007 IEEE International Symposium on Information Theory.

[13]  M. Jerrum Two-dimensional monomer-dimer systems are computationally intractable , 1987 .

[14]  G. Illies,et al.  Communications in Mathematical Physics , 2004 .

[15]  N. Reshetikhin,et al.  Dimers on Surface Graphs and Spin Structures. II , 2007, 0704.0273.

[16]  M. Kac,et al.  A combinatorial solution of the two-dimensional Ising model , 1952 .

[17]  J. M. BoardmanAbstract,et al.  Contemporary Mathematics , 2007 .

[18]  Sergei Evdokimov,et al.  On Highly Closed Cellular Algebras and Highly Closed Isomorphisms , 1998, Electron. J. Comb..

[19]  Michael Chertkov,et al.  Loop series for discrete statistical models on graphs , 2006, ArXiv.

[20]  A. Kirillov,et al.  Introduction to Superanalysis , 1987 .

[21]  Martin Loebl,et al.  On the Theory of Pfaffian Orientations. II. T-joins, k-cuts, and Duality of Enumeration , 1998, Electron. J. Comb..

[22]  C. Beenakker Book reviewSupersymmetry in disorder and chaos: by K. Efetov Cambridge University Press, 1997. £65.00 hbk (xiii + 441 pages) ISBN 0 521 47097 8 , 1997 .