Chapter 8: Problem 5
Show that the diagonal elements of a hermitian matrix are real.
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Chapter 8: Problem 5
Show that the diagonal elements of a hermitian matrix are real.
These are the key concepts you need to understand to accurately answer the question.
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Let \(V\) be a finite dimensional vector space over the field \(K\), with a non- degenerate scalar product. Let \(v_{0}, w_{0}\) be elements of \(V .\) Let \(A: V \rightarrow V\) be the linear map such that \(A(v)=\left\langle v_{0}, v\right\rangle w_{0} .\) Describe \(^{t} A\).
Let \(A=\left(a_{i j}\right)\) be an \(m \times n\) real or complex matrix. Define a generalization of the absolute value, namely $$ |A|=m n \cdot \max \left|a_{i j}\right|. $$ (There will be no confusion with the determinant which does not occur in the present context.) If \(A, B\) are matrices which can be added, show that $$ |A+B| \leq|A|+|B|. $$ If they can be multiplied, show that $$ |A B| \leq|A||B| . $$ If \(c\) is a number, show that $$ |c A|=|c||A|. $$
A square matrix \(C\) is said to be skew-symmetric if ' \(C=-C\). A bilinear form \(g\) on \(K^{n}\) is said to be alternating if \(g(X, X)=0\) for all \(X \in K^{n}\). Prove that a matrix \(C\) represents an alternating form if and only if it is skew-symmetric.
Which of the following matrices are hermitian: (a) \(\left(\begin{array}{rr}2 & i \\ -i & 5\end{array}\right)\) (b) \(\left(\begin{array}{cc}1+i & 2 \\ 2 & 5 i\end{array}\right)\) (c) \(\left(\begin{array}{ccc}1 & 1+i & 5 \\ 1-i & 2 & i \\ 5 & -i & 7\end{array}\right)\)
Show that the diagonal elements of a skew-symmetric matrix are equal to \(0 .\)
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