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A level shift preserves a fixed occupied projector exactly under block ordering

Statement

Let U and F:U→Hn be as in The occupied-projector response map on its strict-gap domain, and take P∈Pr∩U so that F(P) is defined and Hermitian. Define the level-shifted matrix Fs=F+s(I−P) for real s, and define the Hermitian compressions Focc:=(PFP)∣ran⁡P,Fvir:=((I−P)F(I−P))∣ran⁡(I−P). For either finite-dimensional Hermitian block, σ denotes its finite eigenvalue set. When PF=FP, these compressions are the restrictions of F to the two invariant subspaces. Then Πr(Fs)=P if and only if PF=FP and max⁡σ(Focc)<min⁡σ(Fvir)+s. The strict inequality is the shifted occupied/unoccupied ordering. A level shift can change the map when either commutation or this ordering fails.

Facts & Assumptions

Given: A rank-r orthogonal projector P∈U, a Hermitian matrix F=F(P), and Fs=F+s(I−P).

[F1]

A rank-r orthogonal projector satisfies P=P∗=P2 (Rank-r orthogonal projector domain).

[F2]

A Hermitian matrix admits an orthonormal eigenbasis, and its spectral projector onto an isolated lowest-r cluster commutes with the matrix (Complex spectral theorem: a normal endomorphism of a finite-dimensional complex inner product space has an orthonormal eigenbasis, and conversely, The occupied-projector response map on its strict-gap domain).

[L1]

A strict occupied gap gives the unique rank-r projector selected by the response-map convention (A strict occupied gap defines a unique rank-r spectral projector).

Proof

1.1givenF1algebra

Assume PF=FP. Then both ran⁡P and ran⁡(I−P) are invariant under F: if x=Px, then P(Fx)=F(Px)=Fx, and the analogous identity holds when Px=0. Relative to their orthogonal direct sum, F is block diagonal and Fs leaves the occupied block unchanged while adding sI on the virtual block.

2.1step 1.1F2L1

By [F2], the eigenvalues of Fs are exactly those of Focc together with those of Fvir shifted by s. If max⁡σ(Focc)<min⁡σ(Fvir)+s, the lowest r eigenvalues are precisely the occupied block and the gap is strict; [L1] gives Πr(Fs)=P.

3.1givenstep 1.1F1F2L1∎

Conversely, if Πr(Fs)=P, its defining strict gap makes P the sum of the eigenspace projectors of Fs for the lowest r eigenvalues, so P commutes with Fs. Since [s(I−P),P]=0, this gives [F,P]=0, and the two restrictions are the occupied and virtual blocks of F. Their eigenvalues in Fs are respectively σ(Focc) and σ(Fvir)+s. Because P is exactly the lowest-r spectral projector with a strict gap, the largest occupied eigenvalue is strictly smaller than the smallest shifted virtual eigenvalue; hence the displayed ordering holds.

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