Let A be a Hermitian matrix with eigenvalues λ1 ¥ λ2 ¥ ... ¥ λn and orthonormal

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Let A be a Hermitian matrix with eigenvalues λ1 ‰¥ λ2 ‰¥ ... ‰¥ λn and orthonormal eigenvectors u1,...,un. For any nonzero vector x in Cn the Rayleigh quotient p(x) is defined by
Let A be a Hermitian matrix with eigenvalues λ1 ‰¥

(a) If x = c1u1 + ... + cnun show that

Let A be a Hermitian matrix with eigenvalues λ1 ‰¥

(b) Show that
λn ‰¤ p(x) ‰¤ λ1

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