Conjugate transpose: Difference between revisions

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[[Category:Matrices]]
 
Suppose that a &nbsp; [[matrix]] &nbsp; <big><math> M </math></big> &nbsp; contains &nbsp; [[Arithmetic/Complex|complex numbers]]. &nbsp; Then the &nbsp; [[wp:conjugate transpose|conjugate transpose]] &nbsp; of &nbsp; <math> M </math> &nbsp; is a matrix &nbsp; <math> M^H </math> &nbsp; containing the &nbsp; [[complex conjugate]]s &nbsp; of the [[matrix transposition]] &nbsp; of &nbsp; <math> M. </math>.
 
::: <big><big><math> (M^H)_{ji} = \overline{M_{ij}} </math></big></big>
 
This means that row <math>j</math>, column <math>i</math> of the conjugate transpose equals the complex conjugate of row <math>i</math>, column <math>j</math> of the original matrix.
 
This means that &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; row &nbsp; <big><math> j,</math></big> &nbsp; column &nbsp; <big><math> i </math></big> &nbsp; of the conjugate transpose equals the
In the next list, <math>M</math> must also be a square matrix.
<br>complex conjugate of &nbsp; row &nbsp; <big><math> i, </math></big> &nbsp; column &nbsp; <big><math> j </math></big> &nbsp; of the original matrix.
 
 
* A [[wp:Hermitian matrix|Hermitian matrix]] equals its own conjugate transpose: <math>M^H = M</math>.
In the next list, &nbsp; <big><math> M </math></big> &nbsp; must also be a square matrix.
* A [[wp:normal matrix|normal matrix]] is commutative in [[matrix multiplication|multiplication]] with its conjugate transpose: <math>M^HM = MM^H</math>.
 
* A [[wp:unitary matrix|unitary matrix]] has its [[inverse matrix|inverse]] equal to its conjugate transpose: <math>M^H = M^{-1}</math>. <br> This is true [[wikt:iff|iff]] <math>M^HM = I_n</math> and iff <math>MM^H = I_n</math>, where <math>I_n</math> is the identity matrix.
* A [[wp:Hermitian matrix|Hermitian matrix]] equals its own conjugate transpose: &nbsp; <big><math> M^H = M. </math>.</big>
* A [[wp:normal matrix|normal matrix]] is commutative in [[matrix multiplication|multiplication]] with its conjugate transpose: &nbsp; <big><math> M^HM = MM^H. </math>.</big>
* A [[wp:unitary matrix|unitary matrix]] has its [[inverse matrix|inverse]] equal to its conjugate transpose: &nbsp; <big><math> M^H = M^{-1}. </math>.</big> <br> This is true when: <br> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; [[wikt:iff|'''iff''']] &nbsp; <math> M^HM = I_n </math> &nbsp; and <br> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; [[wikt:iff|'''iff''']] &nbsp; <big><math> MM^H = I_n,</math>,</big> &nbsp; where &nbsp; <big><math> I_n </math></big> &nbsp; is the identity matrix.
 
 
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Given some matrix of complex numbers, find its conjugate transpose.
 
Also determine if it is a Hermitianthe matrix, normal matrix, oris a unitary matrix.:
::* &nbsp; Hermitian matrix,
::* &nbsp; normal matrix, &nbsp; &nbsp; or
::* &nbsp; unitary matrix.