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Proof of The Neumann Series, Inverses in Double Commutants, and Invertibility of A - iyI for Self-Adjoint A

lemmalem:neumann-series-resolvent-complex-2026a
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Β· 5,341 chars Β· 5 deps Β· depth 15 Reason: F2b: proof of the Neumann series and resolvent invertibility lemma.

Geometric bounds and completeness give the Neumann series; the norm identity gives injectivity and the inverse bound, and a Neumann step from a large parameter gives surjectivity.

Proof

Each result cited is universally quantified over the data in its own statement. Norm bounds for sums, scalar multiples and composites, and βˆ₯Iβˆ₯op≀1\lVert I\rVert_{\mathrm{op}}\le1, are those of Bounded Linear Maps between Complex Inner Product Spaces: the Least Bound, Operations, the Underlying Real Structure, Adjoints, Completeness and the Quadratic-Form Bound Β§operations; that βˆ₯Tβˆ₯op\lVert T\rVert_{\mathrm{op}} is a bound for TT is Bounded Linear Maps between Complex Inner Product Spaces: the Least Bound, Operations, the Underlying Real Structure, Adjoints, Completeness and the Quadratic-Form Bound Β§least-bound.

Claim 2 (Powers). We prove, by induction on kk (the inductive set being the set of k∈Nk\in\mathbb{N} for which both inequalities hold), that βˆ₯Xkβˆ₯op≀ck\lVert X^{k}\rVert_{\mathrm{op}}\le c^{k} and βˆ₯Xkβˆ’Ykβˆ₯op≀kckβˆ’1βˆ₯Xβˆ’Yβˆ₯op\lVert X^{k}-Y^{k}\rVert_{\mathrm{op}}\le kc^{k-1}\lVert X-Y\rVert_{\mathrm{op}}. For k=1k=1, X1=XI=XX^{1}=XI=X and Y1=YY^{1}=Y, so both hold. If they hold for kk, then βˆ₯Xk+1βˆ₯op=βˆ₯XXkβˆ₯op≀cβ‹…ck\lVert X^{k+1}\rVert_{\mathrm{op}}=\lVert XX^{k}\rVert_{\mathrm{op}}\le c\cdot c^{k}, and, since composition distributes over sums,

Xk+1βˆ’Yk+1=X (Xkβˆ’Yk)+(Xβˆ’Y) YkX^{k+1}-Y^{k+1}=X\,(X^{k}-Y^{k})+(X-Y)\,Y^{k}

(with βˆ₯Ykβˆ₯op≀ck\lVert Y^{k}\rVert_{\mathrm{op}}\le c^{k} by the first inequality applied to YY), so βˆ₯Xk+1βˆ’Yk+1βˆ₯op≀cβ‹…kckβˆ’1βˆ₯Xβˆ’Yβˆ₯op+βˆ₯Xβˆ’Yβˆ₯opck=(k+1)ckβˆ₯Xβˆ’Yβˆ₯op\lVert X^{k+1}-Y^{k+1}\rVert_{\mathrm{op}}\le c\cdot kc^{k-1}\lVert X-Y\rVert_{\mathrm{op}}+\lVert X-Y\rVert_{\mathrm{op}}c^{k}=(k+1)c^{k}\lVert X-Y\rVert_{\mathrm{op}}.

Claim 1 (Neumann series). Put b=βˆ₯Bβˆ₯op<1b=\lVert B\rVert_{\mathrm{op}}<1. By Claim 2 with X=BX=B and c=bc=b, βˆ₯Bkβˆ₯op≀bk\lVert B^{k}\rVert_{\mathrm{op}}\le b^{k} for k∈Nk\in\mathbb{N}, and βˆ₯B0βˆ₯op≀1\lVert B^{0}\rVert_{\mathrm{op}}\le1. For n<nβ€²n<n' in N\mathbb{N}, Snβ€²(B)βˆ’Sn(B)=βˆ‘k=n+1nβ€²BkS_{n'}(B)-S_{n}(B)=\sum_{k=n+1}^{n'}B^{k}, hence

βˆ₯Snβ€²(B)βˆ’Sn(B)βˆ₯opβ‰€βˆ‘k=n+1nβ€²bk=bn+1βˆ’bnβ€²+11βˆ’b≀bn+11βˆ’b,\lVert S_{n'}(B)-S_{n}(B)\rVert_{\mathrm{op}}\le\sum_{k=n+1}^{n'}b^{k}=\frac{b^{n+1}-b^{n'+1}}{1-b}\le\frac{b^{n+1}}{1-b},

the equality because (1βˆ’b)βˆ‘k=n+1nβ€²bk=bn+1βˆ’bnβ€²+1(1-b)\sum_{k=n+1}^{n'}b^{k}=b^{n+1}-b^{n'+1} (the sum telescopes). Since bnβ†’0b^{n}\to0 by Series of Nonnegative Real Numbers, Comparison, and the Geometric Series Β§geometric, the sequence (Sn(B))(S_{n}(B)) satisfies the Cauchy hypothesis of Bounded Linear Maps between Complex Inner Product Spaces: the Least Bound, Operations, the Underlying Real Structure, Adjoints, Completeness and the Quadratic-Form Bound Β§complete, which gives T∈L(H)T\in\mathcal{L}(H) with Sn(B)β†’TS_{n}(B)\to T in operator norm. Letting nβ€²β†’βˆžn'\to\infty in the displayed bound (the norm of the difference with TT is at most the norm of the difference with Snβ€²(B)S_{n'}(B) plus βˆ₯Snβ€²(B)βˆ’Tβˆ₯op\lVert S_{n'}(B)-T\rVert_{\mathrm{op}}, which tends to 00) gives βˆ₯Tβˆ’Sn(B)βˆ₯op≀bn+1/(1βˆ’b)\lVert T-S_{n}(B)\rVert_{\mathrm{op}}\le b^{n+1}/(1-b) for every nn, by Order Properties of Limits of Real Sequences.

Distributivity gives (Iβˆ’B)Sn(B)=Sn(B)(Iβˆ’B)=Iβˆ’Bn+1(I-B)S_{n}(B)=S_{n}(B)(I-B)=I-B^{n+1} (the sums telescope). Hence

βˆ₯(Iβˆ’B)Tβˆ’Iβˆ₯op≀βˆ₯(Iβˆ’B)(Tβˆ’Sn(B))βˆ₯op+βˆ₯Bn+1βˆ₯op≀(1+b)bn+11βˆ’b+bn+1\lVert(I-B)T-I\rVert_{\mathrm{op}}\le\lVert(I-B)(T-S_{n}(B))\rVert_{\mathrm{op}}+\lVert B^{n+1}\rVert_{\mathrm{op}}\le(1+b)\frac{b^{n+1}}{1-b}+b^{n+1}

for every nn, and the right side tends to 00; a nonnegative real number bounded by every term of a sequence tending to 00 is 00 (Order Properties of Limits of Real Sequences). So βˆ₯(Iβˆ’B)Tβˆ’Iβˆ₯op=0\lVert(I-B)T-I\rVert_{\mathrm{op}}=0, i.e. (Iβˆ’B)T=I(I-B)T=I because the operator norm is a bound; likewise T(Iβˆ’B)=IT(I-B)=I. Thus Iβˆ’BI-B is a bijection of HH onto HH with inverse T∈L(H)T\in\mathcal{L}(H). Finally, telescoping as above, βˆ‘k=1nbk=bβˆ’bn+11βˆ’b≀b1βˆ’b\sum_{k=1}^{n}b^{k}=\frac{b-b^{n+1}}{1-b}\le\frac{b}{1-b}, so βˆ₯Sn(B)βˆ₯op≀1+b1βˆ’b=11βˆ’b\lVert S_{n}(B)\rVert_{\mathrm{op}}\le1+\frac{b}{1-b}=\frac{1}{1-b}, so βˆ₯Tβˆ₯op≀11βˆ’b+bn+11βˆ’b\lVert T\rVert_{\mathrm{op}}\le\frac{1}{1-b}+\frac{b^{n+1}}{1-b} for every nn, and βˆ₯Tβˆ₯op≀11βˆ’b\lVert T\rVert_{\mathrm{op}}\le\frac{1}{1-b} by Order Properties of Limits of Real Sequences.

Claim 3 (Inverses in double commutants). If ST=TSST=TS, then Tβˆ’1S=Tβˆ’1S TTβˆ’1=Tβˆ’1TS Tβˆ’1=STβˆ’1T^{-1}S=T^{-1}S\,TT^{-1}=T^{-1}TS\,T^{-1}=ST^{-1}. If S=Sβ€²β€²\mathcal{S}=\mathcal{S}'' and T∈ST\in\mathcal{S}, every S∈Sβ€²S\in\mathcal{S}' commutes with TT by The Commutant of a Set of Bounded Operators on a Complex Hilbert Space Β§commutant, hence with Tβˆ’1T^{-1}; so Tβˆ’1∈(Sβ€²)β€²=Sβ€²β€²=ST^{-1}\in(\mathcal{S}')'=\mathcal{S}''=\mathcal{S}.

Claim 4 (Invertibility of Aβˆ’iyIA-iyI). For v∈Hv\in H, expanding the inner product (linear in the second and conjugate-linear in the first argument),

βˆ₯(Aβˆ’iyI)vβˆ₯2=βˆ₯Avβˆ₯2+y2βˆ₯vβˆ₯2βˆ’iy⟨Av,v⟩+iy⟨v,Av⟩,\lVert(A-iyI)v\rVert^{2}=\lVert Av\rVert^{2}+y^{2}\lVert v\rVert^{2}-iy\langle Av,v\rangle+iy\langle v,Av\rangle,

and ⟨v,Av⟩=⟨Av,v⟩\langle v,Av\rangle=\langle Av,v\rangle because AA is self-adjoint; so the identity holds. In particular βˆ₯(Aβˆ’iyI)vβˆ₯β‰₯∣yβˆ£β€‰βˆ₯vβˆ₯\lVert(A-iyI)v\rVert\ge|y|\,\lVert v\rVert for every vv, so Aβˆ’iyIA-iyI is injective, and whenever Aβˆ’iyIA-iyI is onto its inverse GG satisfies βˆ₯Gwβˆ₯β‰€βˆ£yβˆ£βˆ’1βˆ₯wβˆ₯\lVert Gw\rVert\le|y|^{-1}\lVert w\rVert for every ww; GG is linear as the inverse of a linear bijection, so G∈L(H)G\in\mathcal{L}(H) with βˆ₯Gβˆ₯opβ‰€βˆ£yβˆ£βˆ’1\lVert G\rVert_{\mathrm{op}}\le|y|^{-1} by Bounded Linear Maps between Complex Inner Product Spaces: the Least Bound, Operations, the Underlying Real Structure, Adjoints, Completeness and the Quadratic-Form Bound Β§least-bound. The same holds with yy replaced by any real y0β‰ 0y_{0}\ne0.

It remains to prove surjectivity. Let c=βˆ₯Aβˆ₯opc=\lVert A\rVert_{\mathrm{op}}, t=1+(c+1)/∣y∣t=1+(c+1)/|y| and y0=tyy_{0}=ty; then ∣y0∣=∣y∣+c+1>c|y_{0}|=|y|+c+1>c and ∣yβˆ’y0∣=c+1<∣y0∣|y-y_{0}|=c+1<|y_{0}|. First, with B0=βˆ’iy0βˆ’1AB_{0}=-iy_{0}^{-1}A we have βˆ₯B0βˆ₯op=c/∣y0∣<1\lVert B_{0}\rVert_{\mathrm{op}}=c/|y_{0}|<1 and βˆ’iy0(Iβˆ’B0)=Aβˆ’iy0I-iy_{0}(I-B_{0})=A-iy_{0}I; by Claim 1, Iβˆ’B0I-B_{0} is a bijection of HH, hence so is Aβˆ’iy0IA-iy_{0}I, and by the previous paragraph its inverse G0G_{0} lies in L(H)\mathcal{L}(H) with βˆ₯G0βˆ₯opβ‰€βˆ£y0βˆ£βˆ’1\lVert G_{0}\rVert_{\mathrm{op}}\le|y_{0}|^{-1}. Second, with B1=i(yβˆ’y0)G0B_{1}=i(y-y_{0})G_{0} we have βˆ₯B1βˆ₯opβ‰€βˆ£yβˆ’y0∣/∣y0∣<1\lVert B_{1}\rVert_{\mathrm{op}}\le|y-y_{0}|/|y_{0}|<1 and

(Aβˆ’iy0I)(Iβˆ’B1)=Aβˆ’iy0Iβˆ’i(yβˆ’y0)I=Aβˆ’iyI.(A-iy_{0}I)(I-B_{1})=A-iy_{0}I-i(y-y_{0})I=A-iyI.

By Claim 1, Iβˆ’B1I-B_{1} is a bijection of HH, so Aβˆ’iyIA-iyI is the composite of two bijections of HH and is onto. The first paragraph now gives (Aβˆ’iyI)βˆ’1∈L(H)(A-iyI)^{-1}\in\mathcal{L}(H) and βˆ₯(Aβˆ’iyI)βˆ’1βˆ₯opβ‰€βˆ£yβˆ£βˆ’1\lVert(A-iyI)^{-1}\rVert_{\mathrm{op}}\le|y|^{-1}.

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