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Prove that a normal operator on a complex inner product space is selfadjointif and only
Chapter 7, Problem 6(choose chapter or problem)
Prove that a normal operator on a complex inner product space is selfadjointif and only if all its eigenvalues are real.[The exercise above strengthens the analogy (for normal operators)between self-adjoint operators and real numbers.]
Questions & Answers
QUESTION:
Prove that a normal operator on a complex inner product space is selfadjointif and only if all its eigenvalues are real.[The exercise above strengthens the analogy (for normal operators)between self-adjoint operators and real numbers.]
ANSWER:Step 1 of 2
Consider a normal operator on a finite-dimensional complex inner product space .
The objective is to show that the operator is self-adjoint if and only if all its eigenvalues are real.
The theorem can be used here are:
If is an eigenvector of a normal operator on an inner product space , then is also an eigenvector of . Moreover, if then .
Suppose is a linear operator on a finite-dimensional complex inner product space . Then is a normal operator if and only if there exists an orthonormal basis for consisting of eigenvectors of .
If and are two linear operators on an inner product space with a basis such that . Then for all .
First, let is a self-adjoint operator. It implies that, , where is the adjoint of . Also, if is an eigenvector of corresponding to an eigenvector , then using result (1), is an eigenvector of corresponding to an eigenvalue . Since . It implies the following:
…… (1)
X cannot be zero as it is an eigenvector.
Equation (1) implies that the eigenvalue is real since is an arbitrary eigenvalue of the self-adjoint operator .
It implies that every eigenvalue of a self-adjoint operator is real.