Finding a Fundamental Matrix for the System

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SUMMARY

The discussion centers on finding a fundamental matrix for the system defined by the differential equation x'(t) = Ax(t), where A is a 3x3 matrix with eigenvalues (λ-1)³. The participant successfully identified two eigenvectors, v1 = [1, 4, 0] and v2 = [1, 0, 2], but encountered difficulties in finding a third eigenvector, v3, due to the matrix A lacking three linearly independent eigenvectors. The conclusion is that the matrix A is not diagonalizable, which impacts the construction of the fundamental matrix and the computation of e^(At).

PREREQUISITES
  • Understanding of eigenvalues and eigenvectors in linear algebra
  • Familiarity with differential equations and their solutions
  • Knowledge of matrix operations, specifically matrix subtraction and multiplication
  • Concept of fundamental matrices in the context of systems of differential equations
NEXT STEPS
  • Study the process of finding eigenvectors for matrices with repeated eigenvalues
  • Learn about the Jordan form and its application in cases where matrices are not diagonalizable
  • Research the computation of the matrix exponential e^(At) for non-diagonalizable matrices
  • Explore the theory of linear differential equations and fundamental matrices in greater depth
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Students and professionals in mathematics, engineering, and physics who are dealing with systems of differential equations, particularly those interested in eigenvalue problems and matrix theory.

sndoyle1
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Homework Statement


Find a fundamental matrix for the system x'(t)=Ax(t); where
5 -3 -2
A = 8 -5 -4
-4 3 3

The second part of the question is to find eAt

Homework Equations



I know that you have to find the 3 eigenvectors and then the 'general solution' without putting the constants into the fundamental matrix. I'm having a super hard time finding the last eigen vector.

The Attempt at a Solution



I found the eigenvalues to be (λ-1)3 and when I completed for the first λ=1 I found that v1=[1 4 0] and v2= [1 0 2]. I tried to generalize to find v3 by using (A-λI)v3=v2 but I keep getting an invalid system.

Any help would be great.
 
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sndoyle1 said:

Homework Statement


Find a fundamental matrix for the system x'(t)=Ax(t); where
5 -3 -2
A = 8 -5 -4
-4 3 3

The second part of the question is to find eAt

Homework Equations



I know that you have to find the 3 eigenvectors and then the 'general solution' without putting the constants into the fundamental matrix. I'm having a super hard time finding the last eigen vector.

The Attempt at a Solution



I found the eigenvalues to be (λ-1)3
No, the eigenvalue is λ = 1.
sndoyle1 said:
and when I completed for the first λ=1 I found that v1=[1 4 0] and v2= [1 0 2].
You made a mistake in v1 - it isn't an eigenvector. You can check this by verifying that Av1 ≠ 1v1.

Your other eigenvector is correct.
sndoyle1 said:
I tried to generalize to find v3 by using (A-λI)v3=v2 but I keep getting an invalid system.

Any help would be great.
 
And your matrix doesn't have three linearly independent eigenvectors. It only has two. If it had three it would be the identity matrix since it would be diagonalizable. I'm not sure what you mean by the 'fundamental matrix'. Can you define it?
 

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