Section II.8

Unitary Equivalence for Compact Normal Operators

[14/0%]
LaTeX
Problem II.8.1

Show that ``unitary equivalence'' is an equivalence relation on B(H)\mathcal{B}(\mathcal{H}).

?
Problem II.8.2

Let U:H→KU: \mathcal{H} \rightarrow \mathcal{K} be an isomorphism and define ρ:B(H)→B(K)\rho : \mathcal{B}(\mathcal{H}) \rightarrow \mathcal{B}(\mathcal{K}) by ρ(A)=UAU−1\rho (A) = UAU^{-1}. Prove:

?
(a)

∥ρ(A)∥=∥A∥\left\| \rho (A)\right\| = \left\| A\right\|, ρ(A∗)=ρ(A∗)\rho (A^{*}) = \rho (A^{*}), and ρ\rho is an isomorphism between the two algebras B(H)\mathcal{B}(\mathcal{H}) and B(K)\mathcal{B}(\mathcal{K}).

(b)

ρ(A)∈B0(K)\rho (A) \in \mathcal{B}_{0}(\mathcal{K}) if and only if A∈B0(H)A \in \mathcal{B}_{0}(\mathcal{H}).

(c)

If T∈B(H)T \in \mathcal{B}(\mathcal{H}), then AT=TAAT=TA if and only if ρ(T)ρ(A)=ρ(A)ρ(T)\rho (T)\rho (A) = \rho (A)\rho (T).

(d)

If A∈B(H)A \in \mathcal{B}(\mathcal{H}) and M≤H\mathcal{M} \leq \mathcal{H}, then M\mathcal{M} is invariant (reducing) for AA if and only if UMU\mathcal{M} is invariant (reducing) for ρ(A)\rho (A).

Problem II.8.3

Say that an operator AA on H\mathcal{H} is irreducible if the only reducing subspaces for AA are (0)(0) and H\mathcal{H}. Prove:

?
(a)

The Volterra operator is irreducible.

(b)

The unilateral shift is irreducible.

Problem II.8.4

Suppose A=⊕{Ai:i∈I}A = \oplus \left\{ A_{i}: i \in I\right\} and B=⊕{Bi:i∈I}B = \oplus \left\{ B_{i}: i \in I\right\} where each AiA_{i} and BiB_{i} is irreducible (Exercise 3). Show that A≅BA \cong B if and only if there is a bijection π:I→I\pi : I \rightarrow I such that Ai≅Bπ(i)A_{i} \cong B_{\pi (i)}.

?
Problem II.8.5

If TT is a compact normal operator and mT=mm_{T} = m is its multiplicity function, prove:

?
(a)

{λ:m(λ)>0}\left\{ \lambda : m(\lambda )>0\right\} is countable and 00 is its only possible cluster point;

(b)

m(λ)<∞m(\lambda ) < \infty if λ≠0\lambda \neq 0.

Show that if m:C→N∪{0,∞}m: \mathbb {C} \rightarrow \mathbb {N} \cup \left\{ 0,\infty \right\} is any function satisfying (a) and (b), then there is a compact normal operator TT such that mT=mm_{T} = m.

Problem II.8.6

Show that two projections PP and QQ are unitarily equivalent if and only if dim⁡(ran⁡P)=dim⁡(ran⁡Q)\dim (\operatorname {ran} P) = \dim (\operatorname {ran} Q) and dim⁡(ker⁡P)=dim⁡(ker⁡Q)\dim (\ker P) = \dim (\ker Q).

?
Problem II.8.7

Let A:L2(0,1)→L2(0,1)A: L^{2}(0,1) \rightarrow L^{2}(0,1) be defined by (Af)(x)=xf(x)(Af)(x) = xf(x) for ff in L2(0,1)L^{2}(0,1) and xx in (0,1)(0,1). Show that A≅A2A \cong A^{2}.

?
Problem II.8.8

Say that a compact normal operator TT is simple if mT≤1m_{T} \leq 1. (See Exercises 7.10 and 7.11.) Show that every compact normal operator TT on a separable Hilbert space is unitarily equivalent to ⊕n=1∞Tn\oplus_{n=1}^{\infty } T_{n}, where each TnT_{n} is a simple compact normal operator and mTn≥mTn+1m_{T_{n}} \geq m_{T_{n+1}} for all nn. Show that ∥Tn∥→0\left\| T_{n}\right\| \rightarrow 0. (Of course, there may only be a finite number of TnT_{n}.)

?
Problem II.8.9

Using the notation of Exercise 8, suppose also that SS is a compact normal operator and S≅⊕n=1∞SnS \cong \oplus_{n=1}^{\infty } S_{n}, where SnS_{n} is a simple compact normal operator and mSn≥mSn+1m_{S_{n}} \geq m_{S_{n+1}} for all nn. Show that T≅ST \cong S if and only if Tn≅SnT_{n} \cong S_{n} for all nn.

?
Problem II.8.10

If TT is a compact normal operator on a separable Hilbert space, show that there are simple compact normal operators T1,T2,…T_{1}, T_{2}, \ldots such that T≅0⊕T1⊕T2(2)⊕T2(3)⊕⋯T \cong 0 \oplus T_{1} \oplus T_{2}^{(2)} \oplus T_{2}^{(3)} \oplus \cdots, where:

?
(a)

for any operator AA, A(n)≡A⊕⋯⊕AA^{(n)} \equiv A \oplus \cdots \oplus A (nn times);

(b)

00 is the zero operator on an infinite dimensional space;

(c)

for n≠kn \neq k, mTnmTk≡0m_{T_{n}} m_{T_{k}} \equiv 0;

(d)

if ker⁡T\ker T is infinite dimensional, then ker⁡Tn=(0)\ker T_{n} = (0) for all nn.

(Of course not all of the summands need be present.) Show that ∥Tn∥→0\left\| T_{n}\right\| \rightarrow 0.

Problem II.8.11

Using the notation of Exercise 10, let SS be a compact normal operator and let 0⊕S1⊕S2(2)⊕⋯0 \oplus S_{1} \oplus S_{2}^{(2)} \oplus \cdots be the corresponding decomposition. Show that T≅ST \cong S if and only if Tn≅SnT_{n} \cong S_{n} and ker⁡T\ker T and ker⁡S\ker S have the same dimension.

?
Problem II.8.12

If TT is a non-zero compact normal operator, show that TT and T⊕TT \oplus T are not unitarily equivalent.

?
Problem II.8.13

Give an example of a nontrivial operator TT such that T≅T⊕TT \cong T \oplus T. Show that if T≅T⊕TT \cong T \oplus T, then T≅T⊕T⊕⋯T \cong T \oplus T \oplus \cdots. Characterize the diagonalizable normal operators TT such that T≅T⊕TT \cong T \oplus T.

?
Problem II.8.14

Let H\mathcal{H} be the space defined in Example I.1.8 and let U:H→L2(0,1)U: \mathcal{H} \rightarrow L^{2}(0,1) be the isomorphism defined by Uf=f′Uf = f' (Exercise I.1.4). If (Af)(x)=xf(x)(Af)(x) = xf(x) for ff in H\mathcal{H}, what is UAU−1UAU^{-1}?

Example I.1.8 (context): Let H\mathcal{H} = the collection of all absolutely continuous functions f:[0,1]→Ff: [0,1] \rightarrow \mathbb {F} such that f(0)=0f(0)=0 and f′∈L2(0,1)f' \in L^{2}(0,1). If ⟨f,g⟩=∫01f′(t)g′(t)‾ dt\left\langle f, g \right\rangle = \int_{0}^{1} f'(t) \overline{g'(t)} \, dt for ff and gg in H\mathcal{H}, then H\mathcal{H} is a Hilbert space.

?