Chapter 3.5

Some Applications

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Problem 3.5.1

Define measures μ1,μ2\mu_{1}, \mu_{2} on the unit circle by

dμ1=cos⁡θdθ,dμ2=sin⁡θdθ d \mu _{1} = \cos \theta d \theta , \quad d \mu _{2} = \sin \theta d \theta

and find the range of the measure μ=(μ1,μ2)\mu = \left(\mu_{1}, \mu_{2}\right).

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Problem 3.5.2

Construct two functions ff and gg on [0,1][0,1] with the following property: If

dμ1=f(x)dx,dμ2=g(x)dx,μ=(μ1,μ2) d \mu _{1} = f(x) d x, \quad d \mu _{2} = g(x) d x, \quad \mu = \left(\mu _{1}, \mu _{2}\right)

then the range of μ\mu is the square with vertices at (1,0),(0,1),(−1,0),(0,−1)(1,0),(0,1),(-1,0),(0,-1).

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Problem 3.5.3

Suppose that the hypotheses of Theorem 5.9 are satisfied, that ϕ∈C(S),ϕ>0\phi \in C(S), \phi > 0, g∈C(K)g \in C(K), and ∣g∣<ϕ∣K\left|g\right| < \left.\phi \right|_{K}. Prove that there exists f∈Yf \in Y such that f∣K=g\left.f\right|_{K} = g and ∣f∣<ϕ\left|f\right| < \phi on S. Hint: Apply Theorem 5.9 to the space of all functions f/ϕf / \phi, with f∈Yf \in Y.

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Problem 3.5.4

Supply the details of the proof that every extreme point of PP has its support at a single point. (This refers to the end of proof of Theorem 5.10).

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Problem 3.5.5

Prove the analogues of Theorems 1.10 to 1.12 that are alluded to in Section 5.12. (Do not assume that GG is commutative).

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Problem 3.5.6

Suppose GG is a topological group and HH is the largest connected subset of GG that contains the identity element ee. Prove that HH is a normal subgroup of GG, that is, a subgroup that satisfies x−1Hx=Hx^{-1} H x = H for every x∈Gx \in G. Hint: If AA and BB are connected subsets of GG, so are ABA B and A−1A^{-1}.

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Problem 3.5.7

Prove that every open subgroup of a topological group is closed. (The converse is obviously false).

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Problem 3.5.8

Suppose mm is the Haar measure of a compact group GG, and VV is a nonempty open set in GG. Prove that m(V)>0m(V) > 0.

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Problem 3.5.9

Put en(θ)=einθe_{n}(\theta ) = e^{i n \theta }. Let L2L^{2} refer to the Haar measure of the unit circle. Let AA be the smallest closed subspace of L2L^{2} that contains ene_{n} for n=0,1,2,…n = 0,1,2, \ldots, let BB be the smallest closed subspace of L2L^{2} that contains e−n+nene_{-n}+n e_{n} for n=1,2,3,…n = 1,2,3, \ldots Prove the following:

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(a)

A∩B={0}A \cap B = \left\{ 0\right\}.

(b)

If X=A+BX = A+B then XX is dense in L2L^{2}, but X≠L2X \neq L^{2}.

(c)

Although X=A⊕BX = A \oplus B, the projection in XX with range AA and null space BB is not continuous. (The topology of XX is, of course, the one that XX inherits from L2L^{2}. Compare with Theorem 5.16).

Problem 3.5.10

Suppose XX is a Banach space, P∈B(X),Q∈B(X)P \in \mathscr {B}(X), Q \in \mathscr {B}(X), and PP and QQ are projections.

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(a)

Show that the adjoint P∗P^{*} of PP is a projection in X∗X^{*}.

(b)

Show that ∥P−Q∥≥1\left\| P-Q\right\| \geq 1 if PQ=QPP Q = Q P and P≠QP \neq Q.

Problem 3.5.11

Suppose PP and QQ are projections in a vector space XX.

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(a)

Prove that P+QP+Q is a projection if and only if PQ=QP=0P Q = Q P = 0. In that case,

N(P+Q)=N(P)∩N(Q)R(P+Q)=R(P)+R(Q)R(P)∩R(Q)={0} \begin{aligned} \mathscr {N}(P+Q) & = \mathscr {N}(P) \cap \mathscr {N}(Q) \\ \mathscr {R}(P+Q) & = \mathscr {R}(P)+\mathscr {R}(Q) \\ \mathscr {R}(P) \cap \mathscr {R}(Q) & = \left\{ 0\right\} \end{aligned}
(b)

If PQ=QPP Q = Q P, prove that PQP Q is a projection and that

N(PQ)=N(P)+N(Q)R(PQ)=R(P)∩R(Q) \begin{aligned} \mathscr {N}(P Q) & = \mathscr {N}(P)+\mathscr {N}(Q) \\ \mathscr {R}(P Q) & = \mathscr {R}(P) \cap \mathscr {R}(Q) \end{aligned}
(c)

What do the matrices

[1000] and [1−100] \left[\begin{smallmatrix} 1 & 0 \\ 0 & 0 \end{smallmatrix}\right] \quad \text{ and } \quad \left[\begin{smallmatrix} 1 & -1 \\ 0 & 0 \end{smallmatrix}\right]

show about part (b)(b)?

Problem 3.5.12

Prove that the translation operators τs\tau_{s} used in Example 5.19 satisfy the continuity property described in Section 5.17. Explicitly, prove that

∥τrg−τsf∥1→0 \left\| \tau _{r} g-\tau _{s} f\right\| _{1} \rightarrow 0

if r→sr \rightarrow s and g→fg \rightarrow f in L1L^{1}.

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Problem 3.5.13

Use the following example to show that the compactness of GG cannot be omitted from the hypotheses of Theorem 5.18. Take X=L1X = L^{1} on the real line R\mathbb {R}, relative to Lebesgue measure; f∈Yf \in Y if and only if ∫Rf=0;G=R\int_{\mathbb {R}} f = 0 ; G = \mathbb {R} with the usual topology; GG acts on L1L^{1} by translation: (τsf)(x)=f(s+x)\left(\tau_{s} f\right)(x) = f(s+x). The joint continuity property is satisfied (see Exercise 12), τsY=Y\tau_{s} Y = Y for every ss, and YY is complemented in XX. Yet there is no projection of XX onto YY (continuous or not) that commutes with every τs\tau_{s}.

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Problem 3.5.14

Suppose SS and TT are continuous linear operators in a topological vector space, and

T=TST T = T S T

Prove that TT has closed range. (See Theorem 5.16 for the case S=IS = I).

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Problem 3.5.15

Suppose AA is a closed subspace of C(S)C(S), where SS is a compact Hausdorff space; suppose μ\mu is an extreme point of the unit ball of A⊥A^{\perp }; and suppose f∈C(S)f \in C(S) is a real function such that

∫sgfdμ=0 \int _{s} g f d \mu = 0

for every g∈Ag \in A. Prove that ff is then constant on the support of μ\mu. (Compare with Theorem 5.7). Show, by an example, that the conclusion is false if the word "real" is omitted from the hypotheses.

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Problem 3.5.16

Suppose XX is a vector space, E⊂X,T:co⁡(E)→XE \subset X, T: \operatorname {co}(E) \rightarrow X is affine, and T(E)⊂ET(E) \subset E. Prove that T(co⁡(E))⊂co⁡(E)T(\operatorname {co}(E)) \subset \operatorname {co}(E). (This was tacitly used in the proof of Theorem 5.11).

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Problem 3.5.17

If XX and YY are vector spaces and T:X→YT: X \rightarrow Y is affine, prove that T−T(0)T-T(0) is linear.

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Problem 3.5.18

Suppose KK is a compact set in a Fréchet space XX and f:X→Kf: X \rightarrow K is continuous. Prove that ff fixes some point of KK.

Do the same if Ω\Omega is a convex open set in X,Ω⊃KX, \Omega \supset K, and f:Ω→Kf: \Omega \rightarrow K is continuous.

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Problem 3.5.19

Prove the existence of a continuous function ff on I=[0,1]I = [0,1] which satisfies the equation

f(x)=∫01sin⁡(x+f2(t))dt f(x) = \int _{0}^{1} \sin \left(x+f^{2}(t)\right) d t

for all x∈Ix \in I. Hint: Denoting the right side by (Tf)(x)(T f)(x), show that the set {Tf:f∈C(I)}\left\{ T f: f \in C(I)\right\} is uniformly bounded and equicontinuous and that its closure is therefore compact in C(I)C(I). Apply Schauder's fixed point theorem (via Exercise 18).

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