Jordan Decomposition: Solve 4x4 Matrix Eqn

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SUMMARY

The discussion focuses on finding the Jordan decomposition for the 4x4 matrix given by the user. The eigenvalue 2 has a multiplicity of 4, and two independent eigenvectors were identified. The user is guided to find a generalized eigenvector such that (A - 2I)v is not zero but (A - 2I)³v = 0. The resulting Jordan Normal Forms are provided based on the existence of this generalized eigenvector.

PREREQUISITES
  • Understanding of Jordan decomposition and Jordan Normal Form
  • Familiarity with eigenvalues and eigenvectors
  • Knowledge of matrix operations, specifically (A - λI)
  • Concept of generalized eigenvectors
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  • Study the process of finding generalized eigenvectors for matrices
  • Learn about the implications of eigenvalue multiplicity in Jordan forms
  • Explore examples of Jordan decomposition for different matrix sizes
  • Review the properties and applications of Jordan Normal Form in linear algebra
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Students studying linear algebra, mathematicians working with matrix theory, and anyone interested in advanced topics related to eigenvalues and Jordan decomposition.

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Homework Statement


I need to find a Jordan decomposition for:
[tex]\[ \left( \begin{array}{cccc}<br /> 2 & 0 & 1 & 2 \\<br /> -1 & 3 & 0 & -1 \\<br /> 2 & -2 & 4 & 6 \\<br /> -1 & 1 & -1 & -1 \end{array} \right)\][/tex]

Homework Equations


The Attempt at a Solution


I found the eigenvalues: 2 (m=4).
I also found the eigenvectors:
[tex]\[ \left( \begin{array}{c}1 & 1 & 0 & 0\end{array} \right)\]\[ \left( \begin{array}{c}-1 & 0 & -2 & 1\end{array} \right)\][/tex]
But then I see that (A-2I)2 = 0.
So how do I continue?

Thanks a lot.
 
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If 2 is an eigenvalue of multiplicity 4, then (A- 2I)4= 0. There must exist v such that (A- 2I)v= 0 which is the same as Av= 2v: v is an eigenvector corresponding to eigenvalue 2. You say you have found two independent eigenvectors, v1 and v2. But since the multiplicity is 4, there must now exist a vector v such that (A- 2I)v is NOT 0 but (A- 2I)3v= 0. But (A- 2I)3v= (A-2I)3(A- 2I)v= 0. Since (A- 2I)v1= 0 and (A- 2I)v2= 0m that is the same (A- 2I)3v= v1 or (A- 2I)3v= v2[/sup]. If only one of those has a solution, say v3, then there must be a solution to (A- 2I)2v= v3[/sup].
If the first is the case, the Jordan Normal Form is
[tex]\begin{bmatrix}2 & 1 & 0 & 0 \\ 0 & 2 & 0 & 0 \\0 & 0 & 2 & 1 \\ 0 & 0 & 0 & 2\end{bmatrix}[/tex]

If the second is the case, the Jordan Normal Form is
[tex]\begin{bmatrix}2 & 0 & 0 & 0 \\ 0 & 2 & 1 & 0 \\ 0 & 0 & 2 & 1 \\ 0 & 0 & 0 & 2\end{bmatrix}[/tex]
 

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