Let A be a Hermitian matrix. Which of the following statements about A are always TRUE? Select all that apply. ATA. The eigenvalues of A are nonnegative. JAN = A. The eigenvalues of A are real. All eigenvectors of A are real.

Linear Algebra: A Modern Introduction
4th Edition
ISBN:9781285463247
Author:David Poole
Publisher:David Poole
Chapter7: Distance And Approximation
Section7.4: The Singular Value Decomposition
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Let A be a Hermitian matrix. Which of the following statements about A are always TRUE?
Select all that apply.
ATA.
The eigenvalues of A are nonnegative.
AN = A.
The eigenvalues of A are real.
All eigenvectors of A are real.
Transcribed Image Text:Let A be a Hermitian matrix. Which of the following statements about A are always TRUE? Select all that apply. ATA. The eigenvalues of A are nonnegative. AN = A. The eigenvalues of A are real. All eigenvectors of A are real.
Let U be a unitary matrix. Which of the following statements about U are always TRUE? Select
all that apply.
UNU.
DUT-U-.
Ux| = |x| for all x € C",
If A is an eigenvalue of U, then A=1.
U=U1.
-
D (Ux, Uy) = (x, y) for all x, y eC".
Transcribed Image Text:Let U be a unitary matrix. Which of the following statements about U are always TRUE? Select all that apply. UNU. DUT-U-. Ux| = |x| for all x € C", If A is an eigenvalue of U, then A=1. U=U1. - D (Ux, Uy) = (x, y) for all x, y eC".
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