Solving DE Using Multiple Methods: Eigenvalues, Eigenvectors, and More

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SUMMARY

The discussion focuses on solving a system of differential equations (DEs) represented by the equation (dY)/dt = AY + F, where A is the matrix [[7, 4, 4], [-6, -4, -7], [-2, -1, 2]] and F is the vector [-3; 0; 3]e^{-iωt}. The user successfully computed the eigenvalues and eigenvectors but seeks an alternative method for solving the DEs. Suggestions include writing out the individual DEs, using Laplace transforms, and employing successive substitutions to simplify the system. The characteristic equation derived from the coefficient matrix is r^3 - 5r^2 - 45r + 153 = 0, yielding real eigenvalues 3 and 1 ± √51.

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  • Knowledge of Laplace transforms
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  • Explore the method of successive substitutions for solving DEs
  • Learn about Laplace transforms and their application in solving linear DEs
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People I am fairly new with dealing with DEs (and here I was thinking I got it all :palm: )
Any who: I am working on some problems here and the professor wants us to use 2 methods to solve this DE. My issue is I can't figure out what the 2nd method is!
(dY)/dt=AY +F
^{Y} = [7,4,4; -6,-4,-7; -2,-1,2] and \textbf{}F = [-3;0;3]e^{-iwt}
Initial contions: $$Y(0)=\begin{pmatrix} 1\\ -2\\ 3\end{pmatrix},\; $$

I was able to find the eigenvalues & eigenvectors; hence the particular & general solutions. My issue i s I don't know of any other method to do this. Can anyone point me in the right direction?

Thanks
 
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Is [7,4,4; -6,-4,-7; -2,-1,2] a matrix?

So you wrote:
$$Y=\begin{pmatrix} 7 & 4 & 4\\ -6 & -4 & -7\\ -2 & -1 & 2 \end{pmatrix},\; F=\begin{pmatrix} -3\\0\\-3 \end{pmatrix}e^{-i\omega t}$$ ... did I read that correcty?

Anyway, did you try writing out the three DEs and solving them individually?
 
Simon Bridge said:
Is [7,4,4; -6,-4,-7; -2,-1,2] a matrix?

So you wrote:
$$Y=\begin{pmatrix} 7 & 4 & 4\\ -6 & -4 & -7\\ -2 & -1 & 2 \end{pmatrix},\; F=\begin{pmatrix} -3\\0\\-3 \end{pmatrix}e^{-i\omega t}$$ ... did I read that correcty?

Anyway, did you try writing out the three DEs and solving them individually?

Yes u read that correctly. Wait! Are u saying to create something like this:

7y1 + 4y2 + 4y3 - 3eiωt
-6y1 - 4y2 - 7y3
-2y1 - y2 +2y3 + 3eiωt
 
Simon Bridge said:
If Y is the matrix, as in post #1, then ##\frac{d}{dt}Y = AF## expands to: $$\frac{d}{dt}\begin{pmatrix} 7 & 4 & 4\\ -6 & -4 & -7\\ -2 & -1 & 2 \end{pmatrix} = A \begin{pmatrix} 7 & 4 & 4\\ -6 & -4 & -7\\ -2 & -1 & 2 \end{pmatrix}+\begin{pmatrix} -3\\0\\-3 \end{pmatrix}e^{-i\omega t}$$
... which doesn't make a lot of sense...

From your continuation, I suspect you mean:

$$\frac{d}{dt}\begin{pmatrix}y_1\\y_2\\y_3\end{pmatrix}= \begin{pmatrix} 7 & 4 & 4\\ -6 & -4 & -7\\ -2 & -1 & 2 \end{pmatrix}\begin{pmatrix}y_1\\y_2\\y_3\end{pmatrix} + \begin{pmatrix} -3\\0\\-3 \end{pmatrix}e^{-i\omega t}$$

My previous suggestion was anticipating a particular response ... naughty of me :)
What I mean is that you know more than one way of handling DEs ... I have to go, so I'll just leave you with these notes:
http://tutorial.math.lamar.edu/Classes/DE/SolutionsToSystems.aspx

Just look at the system different ways and see if there are ways to simplify it or make intellegent guesses ... maybe it will be susceptable to Laplace transforms?
 
It can be solved by successive substitutions:

\begin{cases}y_1&#039;=7y_1+4y_2+4y_3-3e^{i\omega t}\\y_2&#039;=-6y_1-4y_2-7y_3\\y_3&#039;=-2y_1-y_2+2y_3+3e^{i\omega t}\end{cases}\\\\<br /> \begin{cases}y_1&#039;&#039;=7y_1&#039;+4y_2&#039;+4y_3&#039;-3i\omega e^{i\omega t}\\y_2&#039;=-6y_1-4y_2-\frac{7}{4}\left(y_1&#039;-7y_1-4y_2+3e^{i\omega t}\right)\\y_3&#039;=-2y_1-y_2+\frac{1}{2}\left(y_1&#039;-7y_1-4y_2+3e^{i\omega t}\right)+3e^{i\omega t}\end{cases}<br />

Now we substitue for y_3&#039;. Next we can eliminate y_2 in a similar way. Finally we get equation of 3rd order with y_1 only.
 
I would look for eigenvalues and eigenvectors of that coefficient matrix. I find that the characteristic equation is r^3- 5r^2- 45r+ 153= (r- 3)(r^2- 2r- 51)= 0. The eigenvalues are 3 and 1\pm\sqrt{51} all of which are real numbers.

An eigenvector corresponding to eigenvalue is (0, 1, 1).

I haven't tried to find the Eigen vectors corresponding to the other two eigenvalues. I suspect they are rather messy.
 
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