Construct a differential equation from the basis of solution

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Homework Help Overview

The discussion revolves around constructing a 3x3 matrix \( A \) such that the differential equation \( \vec{y}'(t) = A \vec{y}(t) \) has a specified basis of solutions, including \( y_1 = (e^{-t}, 0, 0) \), \( y_2 = (0, e^{2t}, e^{2t}) \), and \( y_3 = (0, 1, -1) \). Participants explore the implications of these solutions on the eigenvalues and eigenvectors of the matrix.

Discussion Character

  • Exploratory, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the necessary eigenvalues and corresponding eigenvectors for the matrix \( A \), with some suggesting that the eigenvalues should be -1, 2, and 0. There is uncertainty about how to construct the matrix from this information. Questions arise regarding the validity of the third basis member \( y_3 \) and its implications for the problem's feasibility.

Discussion Status

Several participants have provided insights into the structure of the matrix and the relationships between the solutions and eigenvalues. There is ongoing exploration of the implications of the proposed solutions, with some participants questioning the assumptions made about the basis members. No consensus has been reached, but productive lines of reasoning are being developed.

Contextual Notes

Participants are navigating potential issues with the third basis solution, particularly its derivative being zero, which raises questions about its role in the basis. There is also a focus on how to derive the matrix elements based on the known solutions and their relationships.

Mr Davis 97
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Homework Statement


Write down a 3x3 matrix A such that the equation ##\vec{y}'(t) = A \vec{y}(t)## has a basis of solutions ##y_1=(e^{-t},0,0),~~y_2 = (0,e^{2t},e^{2t}),~~y_3 = (0,1,-1)##

Homework Equations

The Attempt at a Solution


I was thinking that, it looks like the matrix would have to have eigenvalues -1, 2, 0, with corresponding eignevectors (1,0,0), (0,1,1), and (0,1,-1). However, I am not sure how I would use this information to construct a matrix.
 
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Mr Davis 97 said:

Homework Statement


Write down a 3x3 matrix A such that the equation ##\vec{y}'(t) = A \vec{y}(t)## has a basis of solutions ##y_1=(e^{-t},0,0),~~y_2 = (0,e^{2t},e^{2t}),~~y_3(0,1,-1)##

Homework Equations

The Attempt at a Solution


I was thinking that, it looks like the matrix would have to have eigenvalues -1, 2, 0, with corresponding eignevectors (1,0,0), (0,1,1), and (0,1,-1). However, I am not sure how I would use this information to construct a matrix.

Are you sure that the third basis member is ##y_3 = (0,1,-1)?## I ask because ##y_3\prime \equiv (0,0,0)## and that is not a non-zero linear combination of ##y_1, y_2, y_3##, which means that the problem looks impossible.
 
Ray Vickson said:
Are you sure that the third basis member is ##y_3 = (0,1,-1)?## I ask because ##y_3\prime \equiv (0,0,0)## and that is not a non-zero linear combination of ##y_1, y_2, y_3##, which means that the problem looks impossible.
Yes, I am sure. One answer to the question that the author gives is ##\begin{bmatrix} -1 & 0 & 0 \\ 0 & 1 & 1 \\ 0 & 1 & 1 \end{bmatrix}##, if that helps.
 
If we look at the solutions, we'll have again two blocks here: the first coordinate with the solution ##\vec{y}_1## and the other two with ##\vec{y}_2,\vec{y}_3##. Let's write ##\vec{y}(t)=(x_1(t),x_2(t),x_3(t))## to not confuse the coordinates of ##\vec{y}(t)## with the numbering of the solutions.

So we have in the first coordinate the equation ##x_1'(t)=a_{11}x_1(t)## which is solved by ##x_1(t)=\exp(a_{11}t)+C##. Since ##x_1(t)=(\vec{y}_1(t))_1=\exp(-t)## is a given solution, we can chose ##a_{11}=-1## and ##C=0##.

Thus we are left with ##\vec{y}'(t)=\begin{bmatrix}-1&0\\0&A\end{bmatrix}\cdot \vec{y}(t)## or ##\begin{bmatrix}x_2'(t)\\x_3'(t)\end{bmatrix}=A\cdot \begin{bmatrix}x_2(t)\\x_3(t)\end{bmatrix} = \begin{bmatrix}a&b\\c&d\end{bmatrix}\cdot \begin{bmatrix}x_2(t)\\x_3(t)\end{bmatrix}##.

Now we have to solve these two equations, compare the solutions with ##y_2(t)=(e^{2t},e^{2t})## and ##y_3(t)=(1,-1)## to determine ##a,b,c,d## the way we did with ##a_{11}=-1## in the first coordinate.
(I haven't done it. It's just how I would approach the problem.)
 
Mr Davis 97 said:

Homework Statement


Write down a 3x3 matrix A such that the equation ##\vec{y}'(t) = A \vec{y}(t)## has a basis of solutions ##y_1=(e^{-t},0,0),~~y_2 = (0,e^{2t},e^{2t}),~~y_3 = (0,1,-1)##

Homework Equations

The Attempt at a Solution


I was thinking that, it looks like the matrix would have to have eigenvalues -1, 2, 0, with corresponding eignevectors (1,0,0), (0,1,1), and (0,1,-1). However, I am not sure how I would use this information to construct a matrix.

The first column of the matrix is the image of (1,0,0). The second column is the image of (0,1,0). The third column is the image of (0,0,1).

Now you already know the image of (1,0,0), and from the known images of (0,1,1) and (0,1,-1) you can find the images of (0,1,0) and (0,0,1).
 

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