A = 0 1 0 101 010 Consider an Nx N matrix A with N orthonormal eigenvectors x' such that Ax' = x¹, where the X, is the eigenvalue corresponding to eigenvector x'. It can be shown that such a matrix A has an expansion of the form: A=ΣA|x) (x²|=Ax(x¹)". i) Show that if the eigenvalues are real then A, as defined through the above expansion, is Hermitian.

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
Problem 59EQ
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A =
0 1 0
101
010
Consider an Nx N matrix A with N orthonormal eigenvectors x' such that Ax' = x¹,
where the A, is the eigenvalue corresponding to eigenvector x'. It can be shown that such
a matrix A has an expansion of the form:
A =Σ/x)(x| = Σ\x(x)".
-£xx²(x)!
i) Show that if the eigenvalues are real then A, as defined through the above expansion,
is Hermitian.
Transcribed Image Text:A = 0 1 0 101 010 Consider an Nx N matrix A with N orthonormal eigenvectors x' such that Ax' = x¹, where the A, is the eigenvalue corresponding to eigenvector x'. It can be shown that such a matrix A has an expansion of the form: A =Σ/x)(x| = Σ\x(x)". -£xx²(x)! i) Show that if the eigenvalues are real then A, as defined through the above expansion, is Hermitian.
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