Finding the general solution of a system of differential equations

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SUMMARY

The discussion focuses on solving a system of differential equations by finding eigenvalues and eigenvectors. The determinant of the matrix is calculated as λ³ - 5λ² - 3λ + 9, yielding eigenvalues λ1 = 1, λ2 = -3, and λ3 = -3. The user successfully determines the eigenvector corresponding to λ1 as but struggles with finding the third eigenvector associated with the repeated eigenvalue λ2. The third eigenvector is identified as <0, 0, 0> using Wolfram Alpha, highlighting the complexities of handling repeated eigenvalues.

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  • Understanding of linear algebra concepts, specifically eigenvalues and eigenvectors.
  • Familiarity with matrix operations and determinants.
  • Knowledge of differential equations and their solutions.
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  • Study the process of finding eigenvectors for repeated eigenvalues in linear algebra.
  • Learn about the Jordan form and its application in solving systems of differential equations.
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  • Review the theory behind the characteristic polynomial and its role in determining eigenvalues.
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Students and professionals in mathematics, engineering, or physics who are dealing with systems of differential equations and require a deeper understanding of eigenvalues and eigenvectors.

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Homework Statement


The question is:
question 7.JPG



Homework Equations


I really don't know what to put here but my method is:
-Find det(A-[tex]\lambda[/tex]I)
-Find the roots of the determinant - which are the eigenvalues
-Solve for (X -([tex]\lambda[/tex])I)

I am stuck at this part


The Attempt at a Solution



So I managed to find the determinant, which is:
[tex]\lambda[/tex]^3 -5[tex]\lambda[/tex]^2 -3[tex]\lambda[/tex] +9

The Eigenvalues are:
[tex]\lambda[/tex]1 = 1
[tex]\lambda[/tex]2 = -3
[tex]\lambda[/tex]3 = -3

Now I'm trying to solve for the eigenvector of eigenvalue 1, however manipulating the matrix does not yield anything that I can use to solve for k1 k2 and k3

Any help with this will be greatly appreciated,

Thanks
 
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An eigenvector [tex]\begin{pmatrix}x \\ y \\ z\end{pmatrix}[/tex] corresponding to eigenvalue 1 must, of course, satisfy
[tex]\begin{pmatrix}1 & -1 & 0 \\ 0 & -1 & -2 \\ 0 & 2 & -5\end{pmatrix}\begin{pmatrix}x \\ y \\ z\end{pmatrix}= \begin{pmatrix}x \\ y \\ z\end{pmatrix}[/tex]

[tex]\begin{pmatrix}x - y \\ -y- 2z \\ 2y- 5z \end{pmatrix}= \begin{pmatrix}x \\ y \\ z\end{pmatrix}[/tex]
Which means we must solve x- y= x, -y- 2z= y, 2y- 5z= z. From the first, equation, subtracting x from both sides, -y= 0 so y= 0. Putting that into both of the other equations, z= 0. Therefore, any eigenvector must be of the form <x, 0, 0>.
 
Hey, thanks for the response, I now understand what you have mentioned. Now I have run into another issue, finding the third eigenvector. I managed to find the second eigenvector for eigenvalue2, which is <1,4,4>. Now the third eigenvalue is the same as the second so I would assume that the eigenvector will be the same however this is not the case. Using Wolfram alpha, the third eigenvector is <0,0,0> and I don't know how to get this eigenvector. Any help would be great,
Thanks
 

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