Linear Analysis - Homework 8 - Fall 2006 | MATH 675, Assignments of Linear Algebra

Material Type: Assignment; Class: Linear Analysis; Subject: Mathematics; University: George Mason University; Term: Unknown 1989;

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MATH 675 HOMEWORK 8
DUE 7 DECEMBER 2006
Exercise 1. Prove that a finite rank operator on a Hilbert space is compact. Recall that a
A L(H, H ) has finite rank if ran(A) is finite dimensional.
Exercise 2.
(a) Prove that if {ϕn}
n=1 is an orthonormal system in the Hilbert space H, and if n6=m,
then kϕnϕmk=2.
(b) Prove that the identity operator on an infinite-dimensional Hilbert space His not
compact.
Exercise 3. Kolmogorov, p. 251, Problem 2. (The first part only, i.e., prove that Ais a
compact operator, or in Kolmogorov’s words, a completely continuous operator.)
Exercise 4. Prove that if A L(H, H ) is compact, and B L(H, H) is arbitrary, then
AB L(H, H ) is compact.
Exercise 5. Prove the following facts about orthogonal projectors. Assume that Pis the
orthogonal projector onto the closed subspace Mof a Hilbert space H.
(1) P2=P. An operator which satisfies this criterion is said to be idempotent.
(2) IPis the orthogonal projector onto M.
(3) Pis a bounded linear transformation on Hwith kP xk kxk, and in fact, kPk= 1.

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MATH 675 – HOMEWORK 8

DUE 7 DECEMBER 2006

Exercise 1. Prove that a finite rank operator on a Hilbert space is compact. Recall that a A ∈ L(H, H) has finite rank if ran(A) is finite dimensional.

Exercise 2.

(a) Prove that if {ϕn}∞ n=1 is an orthonormal system in the Hilbert space H, and if n 6 = m, then ‖ϕn − ϕm‖ =

(b) Prove that the identity operator on an infinite-dimensional Hilbert space H is not compact.

Exercise 3. Kolmogorov, p. 251, Problem 2. (The first part only, i.e., prove that A is a compact operator, or in Kolmogorov’s words, a completely continuous operator.)

Exercise 4. Prove that if A ∈ L(H, H) is compact, and B ∈ L(H, H) is arbitrary, then AB ∈ L(H, H) is compact.

Exercise 5. Prove the following facts about orthogonal projectors. Assume that P is the orthogonal projector onto the closed subspace M of a Hilbert space H.

(1) P 2 = P. An operator which satisfies this criterion is said to be idempotent.

(2) I − P is the orthogonal projector onto M ⊥.

(3) P is a bounded linear transformation on H with ‖P x‖ ≤ ‖x‖, and in fact, ‖P ‖ = 1.