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The completed-graph occupation measure charges only the paired routes

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ExcursionCoupling.excursionCouplingMeasure_concentrated_on_pairedRoutes

by ew2493 · Aug 7, 2026 · Mathlib c5ea003 (Lean v4.30.0)

Let μ,ν\mu,\nuμ,ν be Borel measures on R\mathbf{R}R and let data be measurable branch data for Juillet's completed-graph construction (a JuilletPairingData). Then the associated occupation measure

γ  =  ∑i(h↦(sourcei(h),targeti(h)))#(Leb∣activei)\gamma \;=\; \sum_i \bigl(h \mapsto (\mathrm{source}_i(h), \mathrm{target}_i(h))\bigr)_{\#}\bigl(\mathrm{Leb}|_{\mathrm{active}_i}\bigr)γ=i∑​(h↦(sourcei​(h),targeti​(h)))#​(Leb∣activei​​)

is concentrated on the set Γ\GammaΓ of paired routes:

γ(Γc)=0.\gamma\bigl(\Gamma^{c}\bigr)=0.γ(Γc)=0.

Why this is the remaining content. The pointwise inclusion is immediate: pairedAtLevel F h ⊆ pairedRoutes F for every hhh, since pairedRoutes is by definition the union of pairedAtLevel over levels, so the level hhh itself is the required witness. The field paired_ae of the branch data says precisely that for Lebesgue-almost every level hhh and every index iii with h∈activeih \in \mathrm{active}_ih∈activei​, the pair (sourcei(h),targeti(h))(\mathrm{source}_i(h), \mathrm{target}_i(h))(sourcei​(h),targeti​(h)) lies in pairedAtLevel F h. Hence for each iii the bad level set {h∈activei:(sourcei(h),targeti(h))∉Γ}\{h \in \mathrm{active}_i : (\mathrm{source}_i(h), \mathrm{target}_i(h)) \notin \Gamma\}{h∈activei​:(sourcei​(h),targeti​(h))∈/Γ} is Lebesgue-null, and Measure.sum_apply_eq_zero reduces the claim to the individual summands.

The genuine difficulty is that this last reduction passes through a pushforward: Measure.map is an outer measure, and only the inequality μ(f−1(s))≤(f#μ)(s)\mu(f^{-1}(s)) \le (f_{\#}\mu)(s)μ(f−1(s))≤(f#​μ)(s) holds for a general set sss. Since Γ\GammaΓ is not known to be Borel — regularLevel quantifies existentially over finite increasing enumerations of the level set — one cannot simply transfer the null preimage through the map. Closing the statement therefore requires either establishing measurability of pairedRoutes, or exhibiting a measurable set S⊆ΓS \subseteq \GammaS⊆Γ carrying almost every image point.

Formalization Note The measure of Γc\Gamma^{c}Γc is understood in the usual Mathlib sense, i.e. via the outer measure, so the statement is meaningful without assuming Γ\GammaΓ measurable.

Preamble
import Definitions.Def_JuilletExcursionCoupling

open MeasureTheory Set Function
Formal statement
theorem ExcursionCoupling.excursionCouplingMeasure_concentrated_on_pairedRoutes
    (mu nu : Measure Real) (data : ExcursionCoupling.JuilletPairingData mu nu) :
    (ExcursionCoupling.excursionCouplingMeasure data)
        (ExcursionCoupling.pairedRoutes (ExcursionCoupling.Fsigma mu nu))ᶜ = 0 := by sorry
Source
Nicolas Juillet, On a solution to the Monge transport problem on the real line arising from the strictly concave case, arXiv:1907.00681v1 (2019), https://arxiv.org/abs/1907.00681; Theorem 1.1 and Section 3.2, eq. (14) for the paired routes; the occupation-measure construction is the formalized `excursionCouplingMeasure` of the platform definition `JuilletExcursionCoupling`.

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