Friday, December 14, 2007 |
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Electrical Networks, Random Spanning Trees, and Correlation Inequalities |
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In 1847 Kirchhoff derived a beautiful formula for the effective conductance
of an electrical network $G$: it is a rational function of the edge conductances,
and both the numerator and the denominator are generating functions for spanning
trees of graphs related to $G$. Physically intuitive properties of an electrical
network thus acquire meaning as probabilistic or analytic statements about the set
of spanning trees of a graph. These statements can be generalized in several ways
--- by considering spanning forests (or spanning connected subgraphs) instead of
spanning trees, or by considering matroids more general than graphs. |