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