True or False? Please justify your answer! (a) (b) If v is an eigenvector of both A and B, then it is an eigenvector of A + B. If A is an eigenvalue of both A and B, then it is an eigenvalue of A + B. There exists a symmetric matrix with the following eigenvalues and eigenvectors: À₁ = 1, v₁ = (1, −1)T; λ₂ = −1, v2 = (1, −2)T (c) (d) The only singular value of matrix A = [8 is o = 2023. The pseudoinverse A+ satisfies the following identity: (A+)+ = A. 0 0-2023

Linear Algebra: A Modern Introduction
4th Edition
ISBN:9781285463247
Author:David Poole
Publisher:David Poole
Chapter4: Eigenvalues And Eigenvectors
Section4.3: Eigenvalues And Eigenvectors Of N X N Matrices
Problem 41EQ
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True or False? Please justify your answer!
(a)
(b)
If v is an eigenvector of both A and B, then it is an eigenvector of A+ B.
If A is an eigenvalue of both A and B, then it is an eigenvalue of A + B.
There exists a symmetric matrix with the following eigenvalues and eigenvectors:
A₁ = 1, v₁ = (1, —−1)T; λ₂ = −1, v₂ = (1, —2)T
(c)
(d)
(e)
Го
The only singular value of matrix A
=
0
-2023
is o = 2023.
The pseudoinverse A+ satisfies the following identity: (A+)+ = A.
Transcribed Image Text:True or False? Please justify your answer! (a) (b) If v is an eigenvector of both A and B, then it is an eigenvector of A+ B. If A is an eigenvalue of both A and B, then it is an eigenvalue of A + B. There exists a symmetric matrix with the following eigenvalues and eigenvectors: A₁ = 1, v₁ = (1, —−1)T; λ₂ = −1, v₂ = (1, —2)T (c) (d) (e) Го The only singular value of matrix A = 0 -2023 is o = 2023. The pseudoinverse A+ satisfies the following identity: (A+)+ = A.
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