Let V be a real vector space, and let T : V → V be a linear transfor- mation. Suppose that v₁ and v2 are eigenvalues of T corresponding to distinct eigenvalues A₁ A₂. (b) Now suppose additionally that V is an inner product space, and that T is a symmetric linear transformation: (Tv, w) = (v, Tw) for all v, w E V. Show that the eigenvectors v₁ and v2 are or- thogonal.

Linear Algebra: A Modern Introduction
4th Edition
ISBN:9781285463247
Author:David Poole
Publisher:David Poole
Chapter6: Vector Spaces
Section6.6: The Matrix Of A Linear Transformation
Problem 43EQ
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Also given v1 and v2 are linearly independent

Let V be a real vector space, and let T : V → V be a linear transfor-
mation. Suppose that v₁ and v2 are eigenvalues of T corresponding
to distinct eigenvalues A₁ A₂.
(b) Now suppose additionally that V is an inner product space, and
that T is a symmetric linear transformation: (Tv, w) = (v, Tw)
for all v, w E V. Show that the eigenvectors v₁ and v2 are or-
thogonal.
Transcribed Image Text:Let V be a real vector space, and let T : V → V be a linear transfor- mation. Suppose that v₁ and v2 are eigenvalues of T corresponding to distinct eigenvalues A₁ A₂. (b) Now suppose additionally that V is an inner product space, and that T is a symmetric linear transformation: (Tv, w) = (v, Tw) for all v, w E V. Show that the eigenvectors v₁ and v2 are or- thogonal.
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