Let T and U be a self-adjoint linear operators on an n-dimensional inner product space V, and let A = [T]3, where 3 is an orthonormal basis for V. Prove the following results. (a) T is positive definite [semidefinite] if and only if all of its eigenval- ues are positive [nonnegative]. (b) T is positive definite if and only if Σ Aijajāį > 0 for all nonzero n-tuples (a₁, a2, ..., an). i.i

Elementary Linear Algebra (MindTap Course List)
8th Edition
ISBN:9781305658004
Author:Ron Larson
Publisher:Ron Larson
Chapter5: Inner Product Spaces
Section5.3: Orthonormal Bases:gram-schmidt Process
Problem 17E: Complete Example 2 by verifying that {1,x,x2,x3} is an orthonormal basis for P3 with the inner...
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Let T and U be a self-adjoint linear operators on an n-dimensional inner
product space V, and let A [T], where 3 is an orthonormal basis for
=
V. Prove the following results.
(a) T is positive definite [semidefinite] if and only if all of its eigenval-
ues are positive [nonnegative].
(b) T is positive definite if and only if
Σ Aijajāį > 0 for all nonzero n-tuples (a₁, a2,
, an).
(c) T is positive semidefinite if and only if A = B* B for some square
matrix B.
Transcribed Image Text:Let T and U be a self-adjoint linear operators on an n-dimensional inner product space V, and let A [T], where 3 is an orthonormal basis for = V. Prove the following results. (a) T is positive definite [semidefinite] if and only if all of its eigenval- ues are positive [nonnegative]. (b) T is positive definite if and only if Σ Aijajāį > 0 for all nonzero n-tuples (a₁, a2, , an). (c) T is positive semidefinite if and only if A = B* B for some square matrix B.
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