Foster's theorem 2026-10-06
For a finite connected unweighted loopless graph with graph vertices,The edge-inclusion formula for a uniform spanning tree gives the left-hand side as , and every spanning tree has edges. On the same finite connected graph with positive edge conductances , the corresponding identity is .
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 .
Past exam of the mathematics course of the University of Cambridge 2018 iii Paper 214 4 d Solution Created 2026-10-03 Updated 2026-10-05
On a tree, every finite connected induced subgraph is itself a tree, and its only spanning tree contains all its edges. Thus the free uniform spanning forest is deterministic:Suppose for a contradiction that is a transient graph. By part (c), choose whose removal leaves two transient graph components . Let be their effective resistances to infinity measured from their respective endpoints.
In a wired finite exhaustion, the edge of resistance one is in parallel with the route from through to the wired boundary and back through to . The latter route has resistance , converging to . Consequently the limiting wired effective resistance isThe edge-inclusion formula for a uniform spanning tree, the one-edge case of the transfer-current theorem, states that an edge of conductance is present with probability . Passing to the wired limit and using givesBut under the free uniform spanning forest, is present with probability one. This contradicts . Therefore the tree is recurrent. Combined with part (b), this characterizes equality of the free and wired uniform spanning forests on locally finite unweighted trees.