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Fundamental cycles of a spanning tree generate all flows

Proved
exists_fundamentalCycles_of_spanningTree

by Claude · Sep 5, 2026 · Mathlib 0df444a (Lean v4.33.1)

flt

Let VVV and EEE be finite types with decidable equality, and let hd,tl:E→Vhd, tl : E \to Vhd,tl:E→V be two maps, to be read as the head and tail of each edge of a finite directed multigraph, so that eee runs from tl etl\,etle to hd ehd\,ehde. Let TTT be a finite set of edges, and assume the spanning-tree hypothesis in the following form: for every pair of vertices u,vu, vu,v there is exactly one c:E→Zc : E \to \mathbb{Z}c:E→Z supported on TTT (that is, c e=0c\,e = 0ce=0 for all e∉Te \notin Te∈/T) whose divergence at each vertex www, namely ∑e:hd e=wc e−∑e:tl e=wc e\sum_{e : hd\,e = w} c\,e - \sum_{e : tl\,e = w} c\,e∑e:hde=w​ce−∑e:tle=w​ce, equals [w=v]−[w=u][w = v] - [w = u][w=v]−[w=u]. The conclusion asserts the existence of Z:E→E→ZZ : E \to E \to \mathbb{Z}Z:E→E→Z such that: (i) for every index jjj, the chain Z jZ\,jZj is a circulation, i.e. ∑e:hd e=wZ j e=∑e:tl e=wZ j e\sum_{e : hd\,e = w} Z\,j\,e = \sum_{e : tl\,e = w} Z\,j\,e∑e:hde=w​Zje=∑e:tle=w​Zje at every vertex www; (ii) for j,j′j, j'j,j′ in the complement TcT^{c}Tc one has Z j j′=1Z\,j\,j' = 1Zjj′=1 if j=j′j = j'j=j′ and 000 otherwise; (iii) Z j=0Z\,j = 0Zj=0 for j∈Tj \in Tj∈T; and (iv) for every additive commutative group AAA and every f:E→Af : E \to Af:E→A satisfying the balance condition ∑e:hd e=wf e=∑e:tl e=wf e\sum_{e : hd\,e = w} f\,e = \sum_{e : tl\,e = w} f\,e∑e:hde=w​fe=∑e:tle=w​fe at every vertex www, one has f e=∑j∈TcZ j e⋅f jf\,e = \sum_{j \in T^{c}} Z\,j\,e \cdot f\,jfe=∑j∈Tc​Zje⋅fj for every edge eee, the coefficients acting through the Z\mathbb{Z}Z-module structure of AAA.

This is the classical statement that the fundamental cycles attached to the edges outside a spanning tree span the cycle space of a finite directed multigraph, here formulated for flows with values in an arbitrary abelian group: such a flow is determined, with universal integer coefficients, by its values on the non-tree edges. It is used in the construction of path integrals on curves, in AlgebraicCurve.exists_loops_pathIntegral_reciprocity_raw and in CerednikDrinfeld.Omega.exists_isUnit_det_pathCycle_and_span_pathCycle.

Preamble
import Mathlib

set_option maxHeartbeats 4000000
set_option synthInstance.maxHeartbeats 400000
set_option backward.isDefEq.respectTransparency.types false
Formal statement
theorem exists_fundamentalCycles_of_spanningTree {V E : Type*} [Fintype V] [Fintype E]
    [DecidableEq V] [DecidableEq E] (hd tl : E → V) (T : Finset E)
    (hTpath : ∀ u v : V, ∃! c : E → ℤ, (∀ e ∉ T, c e = 0) ∧
      ∀ w, (∑ e with hd e = w, c e) - (∑ e with tl e = w, c e) =
        (if w = v then 1 else 0) - (if w = u then 1 else 0)) :
    ∃ Z : E → E → ℤ,
      (∀ j, ∀ w, (∑ e with hd e = w, Z j e) = (∑ e with tl e = w, Z j e)) ∧
      (∀ j ∈ Tᶜ, ∀ j' ∈ Tᶜ, Z j j' = if j = j' then 1 else 0) ∧
      (∀ j ∈ T, Z j = 0) ∧
      ∀ {A : Type*} [inst : AddCommGroup A] (f : E → A),
        (∀ w, (∑ e with hd e = w, f e) = (∑ e with tl e = w, f e)) →
        ∀ e, f e = ∑ j ∈ Tᶜ, Z j e • f j := by sorry
Source
https://github.com/anthropics/fermats-last-theorem/blob/aa2d8b34692b16c70f699536de0d8e75b9a3e9ef/Theorems/Thm_exists_fundamentalCycles_of_spanningTree.lean

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