Spectral decomposition of a diagonal matrix

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Homework Help Overview

The discussion revolves around the spectral decomposition of a diagonal matrix, specifically focusing on the matrix J, which is presented in a Jordan form. Participants are tasked with finding the sine and cosine of the matrix and demonstrating a trigonometric identity involving these functions.

Discussion Character

  • Exploratory, Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants share their attempts at calculating \(\sin(J)\) and \(\cos(J)\), with one expressing uncertainty about the correctness of their results. There is a mention of the matrix having only one eigenvalue, which raises questions about typical examples encountered in similar problems.

Discussion Status

The discussion includes attempts to clarify the nature of the matrix J as a Jordan matrix, with some participants referencing definitions from textbooks. There seems to be an ongoing exploration of the implications of this classification on the calculations being performed.

Contextual Notes

There is a noted confusion regarding the structure of Jordan matrices, particularly the placement of ones in relation to the diagonal. Participants are also considering the implications of the matrix's form on the calculations of sine and cosine.

syj
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Homework Statement


I have
[tex] J=\begin{bmatrix}<br /> \frac{\pi}{2}&0&0\\<br /> 1&\frac{\pi}{2}&0\\<br /> 0&1&\frac{\pi}{2}\\<br /> \end{bmatrix}[/tex]

I need to find [tex]\sin(J) \text{ and } \cos(J) \text{ and show that } \sin^{2}(J)+\cos^{2}(J)=I[/tex]


Homework Equations





The Attempt at a Solution


I have the following:

[tex] \sin(J)=<br /> \begin{bmatrix}<br /> 1&0&0\\<br /> 0&1&0\\<br /> 0&0&1\\<br /> \end{bmatrix}[/tex]

and
[tex] \cos(J)=<br /> \begin{bmatrix}<br /> 0 & 0 & 0\\<br /> 0 & 0 & 0\\<br /> 0 & 0 & 0\\<br /> \end{bmatrix}[/tex]

I don't know if this is correct. All the questions I have examples of have more than one eigenvalue, this one only has one eigenvalue.
 
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syj said:

Homework Statement


I have
[tex] J=\begin{bmatrix}<br /> \frac{\pi}{2}&0&0\\<br /> 1&\frac{\pi}{2}&0\\<br /> 0&1&\frac{\pi}{2}\\<br /> \end{bmatrix}[/tex]

I need to find [tex]\sin(J) \text{ and } \cos(J) \text{ and show that } \sin^{2}(J)+\cos^{2}(J)=I[/tex]


Homework Equations





The Attempt at a Solution


I have the following:

[tex] \sin(J)=<br /> \begin{bmatrix}<br /> 1&0&0\\<br /> 0&1&0\\<br /> 0&0&1\\<br /> \end{bmatrix}[/tex]

and
[tex] \cos(J)=<br /> \begin{bmatrix}<br /> 0 & 0 & 0\\<br /> 0 & 0 & 0\\<br /> 0 & 0 & 0\\<br /> \end{bmatrix}[/tex]

I don't know if this is correct. All the questions I have examples of have more than one eigenvalue, this one only has one eigenvalue.

J is basically a Jordan form, except its 1's are below the diagonal instead of above; that is, it is a transpose of a Jordan matrix. So, you need to know what is the form of
[tex]\begin{pmatrix} \lambda & 0 & 0 \\<br /> 1 & \lambda & 0 \\<br /> 0 & 1 & \lambda<br /> \end{pmatrix}^n[/tex]

See, eg., http://en.wikipedia.org/wiki/Jordan_normal_form to see why your final answers are incorrect.

RGV
 
The textbook I have defines a Jordan matrix to be one where the 1s are below the diagonal. So the matrix given is already a Jordan matrix.
 
syj said:
The textbook I have defines a Jordan matrix to be one where the 1s are below the diagonal. So the matrix given is already a Jordan matrix.

OK, fine. But did you read the rest of the message?

RGV
 

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