Label the following statements as true or false. Assume that the underlying inner product spaces are finite-dimensional. (a) Every self-adjoint operator is normal. (b) Operators and their adjoints have the same eigenvectors. (c) If T is an operator on an inner product space V, then T is normal if and only if [T]β is normal, where β is any ordered basis for V. (d) A real or complex matrix A is normal if and only if LA is normal. (e) The eigenvalues of a self-adjoint operator must all be real.(f) The identity and zero operators are self-adjoint. (g) Every normal operator is diagonalizable. (h) Every self-adjoint operator is diagonalizable

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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Label the following statements as true or false. Assume that the underlying inner product spaces are finite-dimensional.

(a) Every self-adjoint operator is normal.

(b) Operators and their adjoints have the same eigenvectors.

(c) If T is an operator on an inner product space V, then T is normal if and only if [T]β is normal, where β is any ordered basis for V.

(d) A real or complex matrix A is normal if and only if LA is normal.

(e) The eigenvalues of a self-adjoint operator must all be real.(f) The identity and zero operators are self-adjoint.

(g) Every normal operator is diagonalizable.

(h) Every self-adjoint operator is diagonalizable

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