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LeanPool.HighContrastHomogenization.Provider.Transport.WindowTerminalNormalization

High-contrast homogenization: Provider.Transport.WindowTerminalNormalization #

Imported from the Apache-2.0 HighContrastHomogenization development at commit 7a13dbcd8d6609264a713373f5c69ceeac870472.

The terminal mean, its comparison, and the bridged normalization #

The terminal clause of e.source.adapted.bound compares the annealed block of the terminal cell with the reference block from both sides, b_{\mathbf r}^{-1}𝐄_* ≀ F_0 ≀ b_{\mathbf r}𝐄 with b_{\mathbf r} = B_{\mathbf r}\E[Y_P] (e.two.grid.source.normalization), and reads the resulting normalization Λ(F_0;𝐄) ≀ Îș_𝐄b_{\mathbf r} and its bridged form Λ(F;𝐄) ≀ Îș_𝐄b_{\mathbf r}/(1-η).

The upper comparison is the primal cell bound of the window integrated: the expectation is monotone and the multiplier's mean is the printed factor. The lower comparison needs no operator Jensen once the sharp involution is available. The sharp reverses the Loewner order and is homogeneous of degree minus one, so the upper comparison gives b_{\mathbf r}^{-1}𝐄_* ≀ F_0^♯; and the annealed primal-adjoint order gives F_0^♯ ≀ F_0. The two together are the printed lower bound, and they also give positivity of F_0 a second time.

The normalization is then a change of reference block: the reference ratio Îș_𝐄 = Λ(𝐄_*;𝐄) is by definition the cost of measuring 𝐄 against its own dual, and the lower comparison converts that into the cost of measuring 𝐄 against F_0. One more change of reference, by the lower bridge, gives the bridged form; the upper bridge is not used.

The agreement of the primal and adjoint normalizations is an identity, not an estimate: the reflection carries the defining set of one scalar size onto the defining set of the other.

Strict positivity of the printed constant #

The witness eccentricity 𝔱_{\mathbf q} = (|m||m^{-1}|)^{1/2} of a positive witness is positive in positive dimension: a positive definite matrix is a unit, hence nonzero, and so is its inverse.

theorem HCPolySupport.HighContrast.Transport.zero_lt_boundaryConst {d : ℕ} [NeZero d] {Cd g : ℝ} (hCd : 0 < Cd) (hg : g < 1) {m : Mat d} (hm : Matrix.PosDef m) :
0 < boundaryConst Cd g m

The boundary constant is positive in positive dimension, at a positive dimensional constant and below the critical growth exponent.

A positive dilation of a positive definite block is positive definite.

The adjoint normalization is an identity #

The two scalar normalizations agree. The reflection commutes with scalar dilation and preserves the Loewner order in both directions, so the two scalar sizes are infima of the same set of reals.

The terminal comparison #

The terminal normalization #

The terminal loss #