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Solvability of the Adjoint-Composition Equation

Proved
FunctionalInequalities.Analysis.Semigroup.Generated.exists_adjointComp_eq_of_gap_readable

by Lazyfill · Oct 26, 2026 · Mathlib 0df444a (Lean v4.33.1)

functional-inequalitieskls-conjecturekls-modularkls-readablelog-concave

This is an existence theorem for the equation Au=gAu=gAu=g on the orthogonal complement of ker⁡T\ker TkerT.

Let H0,H1H_0,H_1H0​,H1​ be complete real Hilbert spaces, let T:H0→H1T:H_0\to H_1T:H0​→H1​ be closed with dense domain, and write A=T†TA=T^\dagger TA=T†T. Fix C∈RC\in\mathbb{R}C∈R and assume the gap condition

∥y∥2≤C∥Ty∥2\|y\|^2\le C\|Ty\|^2∥y∥2≤C∥Ty∥2

for every y∈D(T)y\in D(T)y∈D(T) orthogonal to ker⁡T\ker TkerT. If g∈H0g\in H_0g∈H0​ is orthogonal to every k∈D(T)k\in D(T)k∈D(T) with Tk=0Tk=0Tk=0, then there exists u∈D(A)u\in D(A)u∈D(A) such that

u⊥ker⁡TandAu=g.u\perp\ker T\qquad\text{and}\qquad Au=g.u⊥kerTandAu=g.

This provides existence of an inverse on the kernel complement; uniqueness is supplied by the corresponding uniqueness lemma.

Original Lean declaration header

Within namespace FunctionalInequalities.Analysis.Semigroup.Generated. Shown in its original module context. Proof omitted.

theorem exists_adjointComp_eq_of_gap {C : ℝ}
    (hgap : ∀ y : T.domain, (∀ k : T.domain, T k = 0 → ⟪(y : H₀), (k : H₀)⟫ = 0) →
      ‖(y : H₀)‖ ^ 2 ≤ C * ‖T y‖ ^ 2)
    (g : H₀) (hg : ∀ k : T.domain, T k = 0 → ⟪g, (k : H₀)⟫ = 0) :
    ∃ u : (adjointComp T).domain,
      (∀ k : T.domain, T k = 0 → ⟪(u : H₀), (k : H₀)⟫ = 0) ∧ adjointComp T u = g

Module navigation

Module: Analysis/Semigroup/Generated/Inverse.

Definition modules: Analysis/Semigroup/AdjointComp.

Supporting theorems: mem_closure_range_of_inner_eq_zero, norm_le_of_gap.

Previous: norm_le_of_gap · Next: eq_of_adjointComp_eq.

Source excerpt, lines 153–158 · Frozen source 408915f.

Preamble
import Definitions.Def_KLSModular_FunctionalInequalities_Analysis_Semigroup_Generated_Inverse

open scoped InnerProductSpace RealInnerProductSpace
variable {H₀ H₁ : Type*} [NormedAddCommGroup H₀] [InnerProductSpace ℝ H₀] [CompleteSpace H₀]
  [NormedAddCommGroup H₁] [InnerProductSpace ℝ H₁] [CompleteSpace H₁]
  (T : H₀ →ₗ.[ℝ] H₁) (hT : T.IsClosed) (hd : Dense (T.domain : Set H₀))
include hT hd
Formal statement

theorem FunctionalInequalities.Analysis.Semigroup.Generated.exists_adjointComp_eq_of_gap_readable {C : ℝ}
    (hgap : ∀ y : T.domain, (∀ k : T.domain, T k = 0 → ⟪(y : H₀), (k : H₀)⟫ = 0) →
      ‖(y : H₀)‖ ^ 2 ≤ C * ‖T y‖ ^ 2)
    (g : H₀) (hg : ∀ k : T.domain, T k = 0 → ⟪g, (k : H₀)⟫ = 0) :
    ∃ u : (adjointComp T).domain,
      (∀ k : T.domain, T k = 0 → ⟪(u : H₀), (k : H₀)⟫ = 0) ∧ adjointComp T u = g := by sorry
Source
Lean source: https://github.com/human-ai-mathematics/kls-lean/blob/408915f/formalization/FunctionalInequalities/Analysis/Semigroup/Generated/Inverse.lean#L150-L234 (repository human-ai-mathematics/kls-lean, commit 408915f, module `FunctionalInequalities.Analysis.Semigroup.Generated.Inverse`, declaration `FunctionalInequalities.Analysis.Semigroup.Generated.exists_adjointComp_eq_of_gap`; the repository is private at upload time).

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