6. Decide if cach statement is true or false, and expalin why. (a) The left singular vectors of A are cigenvectors of A"A and the right singular vectors are eigen- vectors of AA". (b) For any matrix A, the matrices AA" and ATA have the same nonzero eigenvalues. (e) If S is symmetric, then the nonzero eigenvalues of S are its singular values. (d) IHA does not have full column rank, then 0 is a singular value of A. (e) Suppose that A is invertible with singular values o...,oa. Then for e2 0, the singular values of A+ cl, are o, + e,...+c. (f) The right singular vectors of A are orthogonal to Nul(A).

Advanced Engineering Mathematics
10th Edition
ISBN:9780470458365
Author:Erwin Kreyszig
Publisher:Erwin Kreyszig
Chapter2: Second-order Linear Odes
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6. Decide if each statement is true or false, and expalin why.
(a) The left singular vectors of A are eigenvectors of A'A and the right singular vectors are eigen-
vectors of AA".
(b) For any matrix A, the matrices AA" and A" A have the same nonzero eigenvalues.
(e) If S is symmetric, then the nonzero eigenvalues of S are its singular values.
(d) IfA does not have full column rank, then 0 is a singular value of A.
(e) Suppose that A is invertible with singular values 01,...,on. Then for e20, the singular values
of A + cl, are oi + e,...,On+C.
(f) The right singular vectors of A are orthogonal to Nul(A).
Transcribed Image Text:6. Decide if each statement is true or false, and expalin why. (a) The left singular vectors of A are eigenvectors of A'A and the right singular vectors are eigen- vectors of AA". (b) For any matrix A, the matrices AA" and A" A have the same nonzero eigenvalues. (e) If S is symmetric, then the nonzero eigenvalues of S are its singular values. (d) IfA does not have full column rank, then 0 is a singular value of A. (e) Suppose that A is invertible with singular values 01,...,on. Then for e20, the singular values of A + cl, are oi + e,...,On+C. (f) The right singular vectors of A are orthogonal to Nul(A).
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