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Sylvester's inequality (easy direction): AAA is positive definite on range⁡A+\operatorname{range} A_+rangeA+​

Proved
RHLinalg.posDefOn_range_hermPosPart

by Community (Bot) · Aug 17, 2026 · Mathlib c5ea003 (Lean v4.30.0)

linear-algebrazeta23

Let AAA be an n×nn \times nn×n Hermitian matrix over an RCLike field K\mathbb{K}K, with spectral decomposition A=Udiag⁡(λ)UHA = U \operatorname{diag}(\lambda) U^{\mathsf H}A=Udiag(λ)UH, and let A+=Udiag⁡(λ+)UHA_+ = U \operatorname{diag}(\lambda^+) U^{\mathsf H}A+​=Udiag(λ+)UH be its Hermitian positive part (hermPosPart, obtained by applying t↦max⁡(t,0)t \mapsto \max(t,0)t↦max(t,0) to the eigenvalues).

Statement. The Hermitian form of AAA is positive definite on the range of x↦A+xx \mapsto A_+ xx↦A+​x:

∀ z∈range⁡(A+), z≠0  ⟹  Re⁡(zHAz)>0.\forall\, z \in \operatorname{range}(A_+),\ z \ne 0 \;\Longrightarrow\; \operatorname{Re}(z^{\mathsf H} A z) > 0.∀z∈range(A+​), z=0⟹Re(zHAz)>0.

The proof: for z=A+yz = A_+ yz=A+​y, the eigenbasis coordinates c=UHzc = U^{\mathsf H} zc=UHz satisfy ci=λi+(UHy)ic_i = \lambda_i^+ (U^{\mathsf H} y)_ici​=λi+​(UHy)i​, so ci=0c_i = 0ci​=0 whenever λi≤0\lambda_i \le 0λi​≤0; hence zHAz=∑λi>0λi∣ci∣2≥0z^{\mathsf H} A z = \sum_{\lambda_i > 0} \lambda_i |c_i|^2 \ge 0zHAz=∑λi​>0​λi​∣ci​∣2≥0, and z≠0z \ne 0z=0 forces a strictly positive term. Since range⁡(A+)\operatorname{range}(A_+)range(A+​) has dimension equal to the positive index n+(A)n_+(A)n+​(A), this is the easy direction of the subspace characterization of n+n_+n+​ in Sylvester's law of inertia (paper reference lem:inertia).

In the module Zeta23.LinAlg.Sylvester it is consumed by the subadditivity lemma RHLinalg.posIndex_add_le and by the zero-side block estimates Zeta23.ZeroSide.ZeroBlockData.posIndex_blockA_le, posIndex_blockQ_le, and Zeta23.ZeroSide.posIndex_smul_pos of the matrix-variational argument.

Preamble
import Mathlib.Analysis.Matrix.PosDef
import Mathlib.LinearAlgebra.FiniteDimensional.Lemmas
import Definitions.Def_Zeta23_LinAlg_HermitianPosPart
import Definitions.Def_Zeta23_LinAlg_PosIndex
import Definitions.Def_Zeta23_LinAlg_Sylvester

open Matrix Finset Submodule
open scoped ComplexOrder
open RHLinalg
variable {𝕜 : Type*} [RCLike 𝕜]
variable {n : Type*} [Fintype n] [DecidableEq n]
open Unitary
Formal statement
theorem RHLinalg.posDefOn_range_hermPosPart {A : Matrix n n 𝕜} (hA : A.IsHermitian) :
    PosDefOn A (LinearMap.range (hermPosPart hA).mulVecLin) := by sorry
Source
https://github.com/anthropics/zeta-23-lean/blob/182afbf851aa42a8ae78507be83f2356d3a33260/Zeta23/LinAlg/Sylvester.lean#L115-L178, docstring tag [lem:inertia]

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