Matrices, Eigenvalues and such...

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    Eigenvalues Matrices
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Discussion Overview

The discussion revolves around solving a system of differential equations using matrices, specifically focusing on finding eigenvalues and eigenvectors, as well as constructing the general and specific solutions to the system. The scope includes mathematical reasoning and technical explanations related to linear algebra and differential equations.

Discussion Character

  • Mathematical reasoning
  • Technical explanation
  • Homework-related

Main Points Raised

  • Post 1 presents a system of differential equations and requests assistance in solving for eigenvalues, eigenvectors, and the general and specific solutions.
  • Post 2 agrees with the eigenvalues provided and suggests a method for finding eigenvectors by solving the equation $(A-\lambda I)x_{\lambda}=0$ for each eigenvalue.
  • Post 3 provides eigenvectors and a general solution based on the eigenvalues, as well as a specific solution that satisfies given initial conditions.
  • Post 4 expresses approval of the solutions provided in Post 3.

Areas of Agreement / Disagreement

Participants generally agree on the eigenvalues and the approach to finding eigenvectors. However, there is no explicit consensus on the correctness of the eigenvectors or the specific solution, as the discussion does not delve into verifying these results.

Contextual Notes

Some assumptions about the initial conditions and the nature of the eigenvalues and eigenvectors may not be fully explored. The discussion does not clarify the dependency of the solutions on specific definitions or methods used in the calculations.

Who May Find This Useful

Readers interested in linear algebra, differential equations, or those seeking assistance with similar mathematical problems may find this discussion relevant.

shamieh
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Consider the system

$x'_1 = -5x_1 + 1x_2$
$x'_2 = 4x_1 - 2x_2$

If we write in matrix form as $X' = AX$ then

a) X =

b) X' =

c) A =

d) Find the eigenvalues of A.

e) Find eigenvectors associated with each eigenvalue. Indicate which eigenvector goes with which eigenvalue.

f) Write the general solution to the system.

g) Find the specific solution that satisfies the initial conditions $x_1(0) = 1$ and $x_2(0) = -2$

So I am not really sure on how to solve these...Here is what I have so far
My Solutions

a) X= $\overrightarrow{X} = (^{x_1} _{x_2})$

b) X' = $(^{-5x_1 + 1x_2}_{4x_1 - 2x_2})$

c) A = $(^{-5}_4$ $^1_{-2})$

d) eig values of A : $\lambda_1 = -1$ and $\lambda_2 = -6$

e) help
f) help
g) refer to e and f (help).
 
Last edited:
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I agree with your eigenvalues. To find the eigenvectors, you need to solve the system $(A-\lambda I)x_{\lambda}=0$ for $x_{\lambda}$, which is your eigenvector. You should do this separately, once for each eigenvalue. Each system should be degenerate. What do you get?
 
e) so for the eigenvectors i got: \begin{bmatrix} 1 \\ 4 \end{bmatrix} and \begin{bmatrix} 1 \\ -1 \end{bmatrix}

for part f) $X(t) = C_1 \begin{bmatrix} 1 \\ 4 \end{bmatrix}e^{-t} + C_2 \begin{bmatrix} 1 \\ -1 \end{bmatrix}e^{-6t}$

and for part g) I got : $X(t) = -1/5\begin{bmatrix} 1 \\ 4 \end{bmatrix}e^{-t} + 6/5 \begin{bmatrix} 1 \\ -1 \end{bmatrix}e^{-6t}$
 
Last edited:
I'd say you've nailed it!
 

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