Bourbaki

Proposition 3

Tag 09T9, permanent. Cite it as [Bourbaki, Tag 09T9].

Integration, chapter IX, Appendix 0. Complements on Hilbert spaces

Suppose u is continuous. Let (ei)i∈I(e_i)_{i \in I} be an orthonormal basis of E1E_1 and (fj)j∈J(f_j)_{j \in J} an orthonormal basis of E2E_2. Then

Tr⁡(Q∣H)=∑i∈I∥u(ei)∥2=∑j∈J∥u∗(fj)∥2=∑i∈I∑j∈J(u(ei)∣fj)2. \operatorname{Tr}(Q|H) = \sum_{i \in I} \|u(e_i)\|^2 = \sum_{j \in J} \|u^*(f_j)\|^2 = \sum_{i \in I} \sum_{j \in J} (u(e_i)|f_j)^2.

(2) Cf. TVS, V, §4, No. 7.

For every x∈E1x \in E_1, we have ∥x∥2=∑i∈I(x∣ei)2\|x\|^2 = \sum_{i \in I} (x|e_i)^2, and similarly ∥y∥2=∑j∈J(y∣fj)2\|y\|^2 = \sum_{j \in J} (y|f_j)^2 for every y∈E2y \in E_2. Consequently,

∑i∈I∥u(ei)∥2=∑i∈I∑j∈J(u(ei)∣fj)2=∑j∈J∑i∈I(ei∣u∗(fj))2=∑j∈J∥u∗(fj)∥2. \sum_{i \in I} \|u(e_i)\|^2 = \sum_{i \in I} \sum_{j \in J} (u(e_i)|f_j)^2 \\ = \sum_{j \in J} \sum_{i \in I} (e_i|u^*(f_j))^2 \\ = \sum_{j \in J} \|u^*(f_j)\|^2 .

In particular, the number ∑i∈I∥u(ei)∥2\sum_{i \in I} \|u(e_i)\|^2 is independent of the orthonormal basis (ei)i∈I(e_i)_{i \in I} of E1E_1.

Set t=Tr⁡(Q∣H)t = \operatorname{Tr}(Q|H). For every finite subset I′I' of II, by definition

∑i∈I′∥u(ei)∥2=∑i∈I′Q(ei)≤t, \sum_{i \in I'} \|u(e_i)\|^2 = \sum_{i \in I'} Q(e_i) \leq t ,

whence ∑i∈I∥u(ei)∥2≤t\sum_{i \in I} \|u(e_i)\|^2 \leq t. Let (e1′,…,ep′)(e'_1, \ldots, e'_p) be a finite orthonormal sequence in EE. This sequence can be completed to an orthonormal basis (eα′)α∈A(e'_\alpha)_{\alpha \in A} of E1E_1. Then

∑α=1p∥u(eα′)∥2≤∑α∈A∥u(eα′)∥2=∑i∈I∥u(ei)∥2 \sum_{\alpha=1}^p \|u(e'_\alpha)\|^2 \leq \sum_{\alpha \in A} \|u(e'_\alpha)\|^2 = \sum_{i \in I} \|u(e_i)\|^2

and, passing to the supremum over all (e1′,…,ep′)(e'_1, \ldots, e'_p), one obtains the inequality t≤∑i∈I∥u(ei)∥2t \leq \sum_{i \in I} \|u(e_i)\|^2. We have thus established the equality t=∑i∈I∥u(ei)∥2t = \sum_{i \in I} \|u(e_i)\|^2.

Q.E.D.

One says that uu is a Hilbert–Schmidt mapping of E1E_1 into E2E_2 if the positive quadratic form Q:x↦∥u(x)∥2Q : x \mapsto \|u(x)\|^2 on E1E_1 is nuclear. When this is so, one has Q≤Tr⁡(Q/H)⋅HQ \leq \operatorname{Tr}(Q/H) \cdot H, therefore uu is continuous and

∥u∥≤Tr⁡(Q/H)1/2. \|u\| \leq \operatorname{Tr}(Q/H)^{1/2} .

Let u:E1→E2u : E_1 \to E_2 be a continuous linear mapping. By Prop. 3, uu is a Hilbert–Schmidt mapping if and only if there exists an orthonormal basis (ei)i∈I(e_i)_{i \in I} of E1E_1 such that ∑i∈I∥u(ei)∥2<+∞\sum_{i \in I} \|u(e_i)\|^2 < +\infty. When this is so, every orthonormal basis of E1E_1 has the same property. Moreover, if uu is a Hilbert–Schmidt mapping, then so is its adjoint u∗u^* by virtue of the formula ∑i∈I∥u(ei)∥2=∑j∈J∥u∗(fj)∥2\sum_{i \in I} \|u(e_i)\|^2 = \sum_{j \in J} \|u^*(f_j)\|^2 (Prop. 3).

Exercises

Bourbaki puts the proof directly after the statement, so what is above is the statement and its proof together.

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Cites

Transcribed from the printed volume. Not translated.