English

Fermions and Loops on Graphs. II. Monomer-Dimer Model as Series of Determinants

Statistical Mechanics 2010-05-27 v2 Disordered Systems and Neural Networks Computational Complexity Information Theory High Energy Physics - Theory math.IT

Abstract

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 Z2\mathbb{Z}_{2} (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.

Keywords

Cite

@article{arxiv.0809.3481,
  title  = {Fermions and Loops on Graphs. II. Monomer-Dimer Model as Series of Determinants},
  author = {Vladimir Y. Chernyak and Michael Chertkov},
  journal= {arXiv preprint arXiv:0809.3481},
  year   = {2010}
}

Comments

11 pages, 2 figures; misprints corrected