Functional Analysis Sample Exam, Schemes and Mind Maps of Algebra

Carnegie Mellon University. Functional Analysis. Sample Exam. Do any 4 of the following 6 problems. All problems carry equal weight.

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Department of Mathematical Sciences
Carnegie Mellon University
Functional Analysis
Sample Exam
Do any 4 of the following 6 problems. All problems carry equal weight.
1. (a) Let Xbe a Banach space, Ybe a normed linear space, and {Tn}โˆž
n=1 be a
sequence of bounded linear mappings from Xto Ysatisfying
โˆ€xโˆˆX, sup{kTnxk:nโˆˆN}<โˆž.
Prove that
sup{kTnk:nโˆˆN}<โˆž.
(Do not simply quote the Banach-Steinhaus Theorem (aka the Principle
of Uniform Boundedness). You are being asked to prove that theorem.)
(b) Give an example of a normed linear space X, a Banach space Y, and a
sequence {Tn}โˆž
n=1 of bounded linear mappings from Xto Ysatisfying
โˆ€xโˆˆX, sup{kTnxk:nโˆˆN}<โˆž,
but
sup{kTnk:nโˆˆN}=โˆž.
2. (a) Let Xbe a reflexive Banach space and let {Kn}โˆž
n=1 be a sequence of
bounded subsets of Xsatisfying (i) and (ii) below.
(i) โˆ€nโˆˆN, Kn6=โˆ…, Knis closed, Knis convex,
(ii) โˆ€nโˆˆN, Kn+1 โŠ‚Kn.
Show that
โˆž
\
n=1
Kn6=โˆ….
(b) Give an example of a (nonreflexive) Banach space Xand a sequence
{Kn}โˆž
n=1 of bounded subsets of Xsatisfying (i) and (ii) above, but with
โˆž
\
n=1
Kn=โˆ….
3. Let Xbe a complex Hilbert space with inner product (ยท,ยท) and Abe a bounded
linear mapping from Xto X. Prove that Ais compact if and only if (Axn, xn)โ†’
0 as nโ†’ โˆž for every sequence {xn}โˆž
n=1 such that xnโ‡€0 (weakly) as nโ†’ โˆž.
What happens with regard to this result in real Hilbert spaces?
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Department of Mathematical Sciences Carnegie Mellon University

Functional Analysis

Sample Exam Do any 4 of the following 6 problems. All problems carry equal weight.

  1. (a) Let X be a Banach space, Y be a normed linear space, and {Tn}โˆž n=1 be a sequence of bounded linear mappings from X to Y satisfying

โˆ€ x โˆˆ X, sup{โ€–Tnxโ€– : n โˆˆ N} < โˆž.

Prove that sup{โ€–Tnโ€– : n โˆˆ N} < โˆž. (Do not simply quote the Banach-Steinhaus Theorem (aka the Principle of Uniform Boundedness). You are being asked to prove that theorem.) (b) Give an example of a normed linear space X, a Banach space Y , and a sequence {Tn}โˆž n=1 of bounded linear mappings from X to Y satisfying

โˆ€ x โˆˆ X, sup{โ€–Tnxโ€– : n โˆˆ N} < โˆž,

but sup{โ€–Tnโ€– : n โˆˆ N} = โˆž.

  1. (a) Let X be a reflexive Banach space and let {Kn}โˆž n=1 be a sequence of bounded subsets of X satisfying (i) and (ii) below. (i) โˆ€n โˆˆ N, Kn 6 = โˆ…, Kn is closed, Kn is convex, (ii) โˆ€n โˆˆ N, Kn+1 โŠ‚ Kn. Show that

โ‹‚^ โˆž

n=

Kn 6 = โˆ….

(b) Give an example of a (nonreflexive) Banach space X and a sequence {Kn}โˆž n=1 of bounded subsets of X satisfying (i) and (ii) above, but with

โ‹‚^ โˆž

n=

Kn = โˆ….

  1. Let X be a complex Hilbert space with inner product (ยท, ยท) and A be a bounded linear mapping from X to X. Prove that A is compact if and only if (Axn, xn) โ†’ 0 as n โ†’ โˆž for every sequence {xn}โˆž n=1 such that xn โ‡€ 0 (weakly) as n โ†’ โˆž. What happens with regard to this result in real Hilbert spaces?
  1. (a) State the Open Mapping Theorem and the Closed Graph Theorem.

(b) Use the Open Mapping Theorem to Prove the Closed Graph Theorem. (c) Let X, Y, Z be Banach spaces and U : X โ†’ Y , V : Y โ†’ Z be linear mappings and define T : X โ†’ Z by T x = V U x for all x โˆˆ X. Assume that T is continuous and that V is continuous and injective. Prove that U is continuous.

  1. (a) Let X be a Banach space and T : X โ†’ X be a linear mapping such that T 2 = T. Show that T is continuous if and only if the null space and range of T both are closed. (b) Let X, Y be Banach spaces and put

O = {T โˆˆ L(X; Y ) : T โˆ—[Y โˆ—] = Xโˆ—}.

Show that O is an open subset of L(X; Y ) (equipped with the operator norm). Here L(X; Y ) is the set of all bounded linear mappings from X to Y , Xโˆ—^ and Y โˆ—^ are the (topological) duals of X and Y , and T โˆ—^ โˆˆ L(Y โˆ—; Xโˆ—) is the adjoint of an operator T โˆˆ L(X; Y ).

  1. Let X be an infinite-dimensional (real) Banach space. Show that there exist convex sets K 1 , K 2 โŠ‚ X such that K 1 โˆฉ K 2 = โˆ…, K 1 โˆช K 2 = X, cl(K 1 ) = cl(K 2 ) = X. Here cl(S) denotes the closure of a set S โŠ‚ X.