Is every matrix diagonalizable if we allow complex entries?

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  • Thread starter Thread starter McLaren Rulez
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Discussion Overview

The discussion revolves around the diagonalizability of matrices, specifically whether every matrix is diagonalizable when complex entries are allowed. The scope includes theoretical considerations and counterexamples related to linear algebra concepts.

Discussion Character

  • Debate/contested

Main Points Raised

  • One participant presents a counterexample, a matrix with eigenvalues both equal to zero, questioning its diagonalizability.
  • Another participant asserts that the counterexample demonstrates that not all matrices are diagonalizable, suggesting the Jordan decomposition as a generalization.
  • A third participant clarifies that a diagonalizable matrix must have its eigenvalues on the diagonal, indicating that a matrix with all eigenvalues zero can only be diagonalizable if it is the zero matrix.
  • Another participant notes that the original matrix does have complex entries, albeit with an imaginary part of zero, suggesting this does not resolve the diagonalizability issue.

Areas of Agreement / Disagreement

Participants do not reach consensus; there are competing views on the diagonalizability of matrices with complex entries, particularly in relation to the provided counterexample.

Contextual Notes

Participants express uncertainty regarding the definitions and implications of diagonalizability, particularly in relation to eigenvalues and the structure of matrices.

McLaren Rulez
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I came across this statement but I am not so sure. I was stuck on this counter-example

[tex] \begin{pmatrix}<br /> 0&1\\0&0<br /> \end{pmatrix}[/tex]

I'm not really sure what happens to this because the eigenvalues are both zero. I don't know whether this is called diagonalizable because it would just be diag(0,0) or not. And is the general statement true?

Thank you.
 
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The answer is no, as your counterexample proves. Because of this, you generalize the diagonal decompostion to the Jordan decomposition. The matrix you have provided is called a "Jordan block", the building blocks of the Jordan decomposition.
 
a diagonalizable matrix has its eigenvalues on the diagonal. hence a matrix whose eigenvalues are all zero, can only be diagonalizable if it is the zero matrix. thus any non matrix whose only non zero entries are above the diagonal, has all eigenvalues zero, hence if non zero, such as your example, cannot be diagonalizable.
 
Thank you for the help!
 
Also, referring back to the topic title, your matrix does have complrx entries. They just happen to have imaginary part 0.

Ok that was a nitpicky remark. But goes to show that it won't 'solve' your diagonalizibility 'problem'.
 

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