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Self-Adjointness of a Symmetric Slot Action

Proved
FunctionalInequalities.Analysis.CoordinateTensor.inner_actOn_left_readable

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

functional-inequalitieskls-conjecturekls-modularkls-readablelog-concave

This statement proves self-adjointness of the action of a symmetric matrix on one tensor slot.

Let MMM be a real n×nn\times nn×n matrix satisfying MT=MM^\mathsf T=MMT=M. For s∈Fin⁡(r)s\in\operatorname{Fin}(r)s∈Fin(r) and coordinate tensors T,S:(Fin⁡(r)→Fin⁡(n))→RT,S:(\operatorname{Fin}(r)\to\operatorname{Fin}(n))\to\mathbb RT,S:(Fin(r)→Fin(n))→R, one has

⟨M(s)T,S⟩=⟨T,M(s)S⟩.\langle M^{(s)}T,S\rangle =\langle T,M^{(s)}S\rangle.⟨M(s)T,S⟩=⟨T,M(s)S⟩.

Here the inner product is the finite coordinate-tensor inner product and M(s)M^{(s)}M(s) is actOn M s. The identity is used to move symmetric slot actions between factors in tensor estimates.

Original Lean declaration header

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

theorem inner_actOn_left (M : Matrix (Fin n) (Fin n) ℝ) (hM : M.IsSymm) (s : Fin r)
    (T S : (Fin r → Fin n) → ℝ) : inner (actOn M s T) S = inner T (actOn M s S)

Module navigation

Module: Analysis/Tensor/SlotAction.

Previous: actOn_mul · Next: inner_actSum_actSum.

Source excerpt, lines 352–353 · Frozen source 408915f.

Preamble
import Definitions.Def_KLSModular_FunctionalInequalities_Analysis_Tensor_SlotAction

variable {n r : ℕ}
Formal statement

theorem FunctionalInequalities.Analysis.CoordinateTensor.inner_actOn_left_readable (M : Matrix (Fin n) (Fin n) ℝ) (hM : M.IsSymm) (s : Fin r)
    (T S : (Fin r → Fin n) → ℝ) : inner (actOn M s T) S = inner T (actOn M s S) := by sorry
Source
Lean source: https://github.com/human-ai-mathematics/kls-lean/blob/408915f/formalization/FunctionalInequalities/Analysis/Tensor/SlotAction.lean#L351-L403 (repository human-ai-mathematics/kls-lean, commit 408915f, module `FunctionalInequalities.Analysis.Tensor.SlotAction`, declaration `FunctionalInequalities.Analysis.CoordinateTensor.inner_actOn_left`; the repository is private at upload time).

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