Hermitian matrix: Difference between revisions

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imported>Charles Blackham
(Sections 1 & 2)
 
imported>Charles Blackham
(Properties, References)
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<br/><math>a_{i,j}=\overline{a_{i,j}}</math>,
<br/><math>a_{i,j}=\overline{a_{i,j}}</math>,
<br/>or in matrix notation:
<br/>or in matrix notation:
<br/><math>A=A^*(=\overline{A'})</math>
<br/><math>\mathbf{A=A^*(=\overline{A'})}</math>


==Forming the Hermitian adjoint==
==Forming the Hermitian adjoint==
To form the Hermitian adjoint of the matrix  
To form the Hermitian adjoint of the matrix  
<math>A=\begin{pmatrix}
<math>\mathbf{A}=\begin{pmatrix}
   a & b+\mathit{i}c & e+\mathit{i}f \\
   a & b+\mathit{i}c & e+\mathit{i}f \\
   b-\mathit{i}c & d & h+\mathit{i}k \\
   b-\mathit{i}c & d & h+\mathit{i}k \\
   e-\mathit{i}f & h-\mathit{i}k & g  
   e-\mathit{i}f & h-\mathit{i}k & g  
\end{pmatrix}</math>: <br/>
\end{pmatrix}</math>: <br/>
# Form the transpose matrix <math>A'=\begin{pmatrix}
# Form the transpose matrix <math>\mathbf{A'}=\begin{pmatrix}
   a & b-\mathit{i}c & e-\mathit{i}f \\
   a & b-\mathit{i}c & e-\mathit{i}f \\
   b+\mathit{i}c & d & h-\mathit{i}k \\
   b+\mathit{i}c & d & h-\mathit{i}k \\
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\end{pmatrix}</math>, by replacing <math>a_{i,j}</math> with <math>a_{j,i}</math>.
\end{pmatrix}</math>, by replacing <math>a_{i,j}</math> with <math>a_{j,i}</math>.
# Take the [[Complex conjugate|complex conjugate]] of each entry to form the Hermitian adjoint:
# Take the [[Complex conjugate|complex conjugate]] of each entry to form the Hermitian adjoint:
<math>A^*=\overline{A'}=\begin{pmatrix}
<math>\mathbf{A^*=\overline{A'}=}\begin{pmatrix}
   a & b+\mathit{i}c & e+\mathit{i}f \\
   a & b+\mathit{i}c & e+\mathit{i}f \\
   b-\mathit{i}c & d & h+\mathit{i}k \\
   b-\mathit{i}c & d & h+\mathit{i}k \\
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\end{pmatrix}</math>. <br/>
\end{pmatrix}</math>. <br/>


We find that <math>A^*=A</math>
We find that  
<math>\mathbf{A = A^*}</math>.


==Properties==
==Properties==
====Entries on the main diagonal====
It may be seen that all entries on the main diagonal of a Hermitian matrix must be real.<br/>
i.e. <math>a_{i,i}\in\Re</math>
==References==
''Matrices and Determinants, 9th edition'' by A.C Aitken
[[Category:CZ Live]]
[[Category:Mathematics Workgroup]]

Revision as of 04:37, 21 April 2007

Introduction

A Hermitian matrix (or self-adjoint matrix) is one which is equal to its Hermitian adjoint (also known as its conjugate transpose). That is to say that every entry in the tranposed matrix is replaced by its complex conjugate:
,
or in matrix notation:

Forming the Hermitian adjoint

To form the Hermitian adjoint of the matrix :

  1. Form the transpose matrix , by replacing with .
  2. Take the complex conjugate of each entry to form the Hermitian adjoint:

.

We find that .

Properties

Entries on the main diagonal

It may be seen that all entries on the main diagonal of a Hermitian matrix must be real.
i.e.

References

Matrices and Determinants, 9th edition by A.C Aitken