Mean spanning-tree path current 2026-10-06
In a finite unweighted connected graph, take distinct graph vertices and orient the unique graph path from to in a uniform spanning tree and assign signed unit current to its edges. Its mean over trees is the electrical unit flow from to . The Kirchhoff node law follows by averaging graph path divergences. For the graph cycle law, let be the two-component spanning forests separating the terminals and the component containing . Deleting a tree-path edge and conversely adjoining an edge across a forest cut are inverse operations. Hence the mean signed current on an edge isThis is the gradient of , proving the graph cycle law. In particular . For an oriented existing edge , that edge is used by the tree graph path exactly when it belongs to the tree, and then has positive orientation. Thus its mean current is , giving the edge-inclusion formula for a uniform spanning tree by Ohm's law.
Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 214 3 a Solution Created 2026-10-03 Updated 2026-10-06
Fix an edge and orient it from to . For each spanning tree , let be its unique graph path from to . Assign a signed unit graph path flow to oriented edges: value in the direction used by , value on the reversed orientation, and zero otherwise. Define its meanEach has net divergence one at , minus one at and zero elsewhere, so is a unit flow. The mean spanning-tree path current also satisfies the Kirchhoff cycle law. Although its verification is permitted to be omitted, a short counting argument makes it explicit. Let be the two-component spanning forests separating and , write for the component containing , and let be the number of spanning trees. Deleting an edge used by the oriented tree graph path gives one such forest. Conversely adjoining an edge across its two components gives a unique tree with that edge on its -to- graph path. ConsequentlyThe gradient form proves the Kirchhoff cycle law directly and is Ohm's law for unit edge resistance. The Kirchhoff node law then gives , and the electrical unit flow is unique: the difference between two such voltages is a harmonic function on a graph and hence constant on the connected finite graph.
If , its single-edge route is the unique tree graph path from to , so . If , that tree graph path does not use , so . ThereforeBy Ohm's law, ; for a unit terminal current, this voltage difference is exactly the effective resistance between the terminals. We have proved the requested edge-inclusion formula for a uniform spanning tree:Now use linearity of expectation and the fact that every spanning tree has exactly edges. This gives Foster's theorem:The sums here use unoriented edges exactly once. For unit conductance this is the displayed identity; with conductances the inclusion probability and summand become .
Two-component spanning forest Created 2026-10-06 Updated 2026-10-25
A two-component spanning forest of a finite connected graph is an acyclic spanning subgraph with exactly two connected components of a graph. It has edges. For distinct terminals , a separating two-component forest places them in different components. Deleting an edge of the -to- graph path of a spanning tree produces such a forest; adjoining any original edge across its cut reverses this operation. This is the counting correspondence behind the mean spanning-tree path current.