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The questions and instructions for the Functional Analysis Basic Exam at Carnegie Mellon University in Fall 2018. The exam is closed-book and closed-notes, and consists of 8 questions, out of which the first 2 are mandatory. The questions cover topics such as bounded linear operators, Hahn-Banach Theorem, Banach-Steinhaus Theorem, Closed Graph Theorem, Riesz-Representation Theorem, and more. The document can be useful as study notes or exam preparation material for students of advanced mathematics courses.
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Carnegie Mellon University Department of Mathematical Sciences
Functional Analysis Basic Exam – Fall 2018
Closed-book and closed-notes, three hours
Answer questions 1 and 2 plus any other six questions (8 total). If you answer all of the last 7 questions, I will use your best 6 for computing your grade. (You have nothing to lose by attempting all questions.) Be sure to give complete and clear explanations in your answers to questions 3 thru 9.
kxk =
k=
(x (^) k ) 2
for all x 2 l 2.
Define T : l 2! l 2 by
(T x) (^) k =
0 if k is odd x k 2 if k is even for all^ x^2 l^
i.e. T x = (0, x 1 , 0 , x 2 , 0 , x 3 , · · · ). You may take it for granted that T is a bounded linear operator from l 2 to l 2.
(a) Is T injective? (Give a brief explanation.) (b) Is R(T ) dense in l 2? (Give a brief explanation.) (c) Assuming that we identify the dual space (l 2 ) ⇤^ with l 2 in the usual way, find an expression for the adjoint operator T ⇤^. (d) Is T compact? Explain. (e) Give an example of a bounded linear mapping L : l 2! l 2 such that T L 6 = LT.
(a) State the Hahn-Banach Theorem for linear spaces in geometric form (i.e., state a result about separation of convex sets). (b) State the Banach-Steinhaus Theorem (also called the Principle of Uniform Boundedness). (c) State the Closed Graph Theorem. (d) State the Riesz-Representation Theorem for Hilbert spaces.
8 x ⇤^2 X ⇤^ , sup{|x ⇤^ (x)| : x 2 B} < 1.
V = {↵x 0 : ↵ 2 K}.
Show that there is a closed subspace W of X with the following property: For every x 2 X there is exactly one pair (v, w) 2 V ⇥ W such that x = v + w. (Please prove this result “from scratch”. Do not simply quote a theorem stating that finite-dimensional subspaces are complemented.)
(x (^) n , x (^) m ) =
1 if m = n 0 if m 6 = n
Show that x (^) n * 0 (weakly) as n! 1.
(T x, y) = i(x, T y) for all x, y 2 X.
Here i^2 = 1. Show that T is continuous.
g(x) g(x 0 ) for all x 2 X.