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Rank of a spectral function of a Hermitian matrix: rank⁡f(A)=#{i:f(λi)≠0}\operatorname{rank} f(A) = \#\{i : f(\lambda_i) \ne 0\}rankf(A)=#{i:f(λi​)=0}

Proved
RHLinalg.rank_specMap

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 with eigenvalues λ1,…,λn\lambda_1, \dots, \lambda_nλ1​,…,λn​, and for f:R→Rf : \mathbb{R} \to \mathbb{R}f:R→R let specMap⁡(A,f)=Udiag⁡(f(λi))UH\operatorname{specMap}(A, f) = U \operatorname{diag}(f(\lambda_i)) U^{\mathsf H}specMap(A,f)=Udiag(f(λi​))UH be the spectral functional calculus applied to AAA.

Statement.

rank⁡(specMap⁡(A,f))  =  #{ i  :  f(λi)≠0 },\operatorname{rank}\bigl(\operatorname{specMap}(A, f)\bigr) \;=\; \#\{\, i \;:\; f(\lambda_i) \ne 0 \,\},rank(specMap(A,f))=#{i:f(λi​)=0},

the number of indices at which fff does not annihilate the corresponding eigenvalue.

Since conjugation by the unitary UUU preserves rank, this reduces to the rank of a diagonal matrix. In the module Zeta23.LinAlg.HermitianPosPart this bookkeeping identity is used pervasively across the linear-algebra layer: it feeds RHLinalg.finrank_le_posIndex_of_posDefOn, RHLinalg.posIndex_add_le, RHLinalg.rank_trace_ineq, and the zero-side estimates Zeta23.ZeroSide.ZeroBlockData.posIndex_blockA_le, posIndex_blockQ_le, and Zeta23.ZeroSide.posIndex_smul_pos — in particular identifying the rank of the positive part A+A_+A+​ with the positive index n+(A)n_+(A)n+​(A).

Preamble
import Mathlib.Analysis.Matrix.PosDef
import Definitions.Def_Zeta23_LinAlg_HermitianPosPart
import Definitions.Def_Zeta23_LinAlg_PosIndex

open Matrix Finset Unitary
open scoped ComplexOrder
open RHLinalg
variable {𝕜 : Type*} [RCLike 𝕜]
variable {n : Type*} [Fintype n] [DecidableEq n]
Formal statement
theorem RHLinalg.rank_specMap {A : Matrix n n 𝕜} (hA : A.IsHermitian) (f : ℝ → ℝ) :
    (specMap hA f).rank = #{i | f (hA.eigenvalues i) ≠ 0} := by sorry
Source
https://github.com/anthropics/zeta-23-lean/blob/182afbf851aa42a8ae78507be83f2356d3a33260/Zeta23/LinAlg/HermitianPosPart.lean#L117-L131

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