Solving Matrix Differential Equations: How to Obtain the X Matrix

In summary, the conversation discusses finding the X matrix using the given solutions, verifying x(0)=(1 0 0 1), and proving dx/dt=AX. The conversation also clarifies that the X matrix will not consist of just numbers and suggests calculating both sides of dx/dt=AX to verify their equality.
  • #1
zack7
55
0

Homework Statement


The questions are in the image

The Attempt at a Solution


My solutions are
V1=3*(1 -2)e-2t+ (-2) (1 -3)e-3t
V2=1*(1 -2)e-2t+ (-1) (1 -3)e-3t

How do I get the X matrix since my solutions are in exponential still.

Thank you for all the help
 

Attachments

  • Untitled.png
    Untitled.png
    33.9 KB · Views: 511
Last edited:
Physics news on Phys.org
  • #2
According to your solution,
[tex]X=(v_1\ v_2)=\begin{pmatrix}3e^{-2t}-2e^{-3t}&-6e^{-2t}+6e^{-3t}\\
e^{-2t}-e^{-3t}&-2e^{-2t}+3e^{-3t}\end{pmatrix}.[/tex]
 
  • #3
Some Pig said:
According to your solution,
[tex]X=(v_1\ v_2)=\begin{pmatrix}3e^{-2t}-2e^{-3t}&-6e^{-2t}+6e^{-3t}\\
e^{-2t}-e^{-3t}&-2e^{-2t}+3e^{-3t}\end{pmatrix}.[/tex]

That means I just plug in t=0 to prove that x(0)=(1 0
0 1) and also use the same method to prove that dx/dt =AX
 
Last edited:
  • #4
You have the columns and rows swapped.
 
  • #5
vela said:
You have the columns and rows swapped.

Even after multiplying it I get this respective solutions, what do I do next?
 

Attachments

  • Untitled.png
    Untitled.png
    1.8 KB · Views: 396
  • #6
You can write v1 as a single vector:
$$\vec{v}_1 = \begin{pmatrix} 3e^{-2t} - 2e^{-3t} \\ -6e^{-2t} + 6e^{-3t}\end{pmatrix}$$Do the same for ##\vec{v}_2##.
 
  • #7
vela said:
You can write v1 as a single vector:
$$\vec{v}_1 = \begin{pmatrix} 3e^{-2t} - 2e^{-3t} \\ -6e^{-2t} + 6e^{-3t}\end{pmatrix}$$Do the same for ##\vec{v}_2##.

i get that part but after that what do I do to get just numbers in my 2x2 matrix so that I can prove dx/dt =AX and x(0)= \begin{pmatrix}1 0\\ 0 1\end{pmatrix}
 
  • #8
Like the problem says, the first column of X is v1. Its second column is v2. It's not going to be just numbers. I'm not sure why you think it has to be.
 
  • #9
vela said:
Like the problem says, the first column of X is v1. Its second column is v2. It's not going to be just numbers. I'm not sure why you think it has to be.

Okay but then if I put t=0 into the x equation, I do not get the identity matrix and how would I verify that dx/dt=AX by just differentiating the X matrix?.

Thank you for all the help
 
  • #10
Show us how you're calculating X when t=0.
 
  • #11
vela said:
Show us how you're calculating X when t=0.

Okay I got just did a arithmetic error, but how do I verify that dx/dt=AX
 
  • #12
Calculate both sides and show they're equal to each other.
 
  • #13
Okay I will give it a try, thank you very much for all the help.
 

1. What is a matrix differential equation?

A matrix differential equation is an equation that relates a matrix function to its derivatives. It is similar to a regular differential equation, except the variables involved are matrices instead of scalar values.

2. What is the significance of matrix differential equations in science?

Matrix differential equations are used to model and describe many physical and natural phenomena, such as heat transfer, fluid dynamics, and population growth. They are also commonly used in engineering and mathematical modeling.

3. How do you solve a matrix differential equation?

The process for solving a matrix differential equation is similar to solving a regular differential equation. First, the equation must be put into standard form, where the highest derivative is isolated on one side. Then, the equation can be solved using various techniques such as separation of variables, substitution, or using a series solution.

4. Can a matrix differential equation have multiple solutions?

Yes, a matrix differential equation can have multiple solutions. This is because matrices can have multiple eigenvalues and eigenvectors, leading to different solutions for the same equation. Additionally, the initial conditions of the equation can also lead to different solutions.

5. What are some real-world applications of matrix differential equations?

Matrix differential equations have numerous real-world applications, including modeling the spread of diseases, analyzing the flow of electricity in circuits, predicting the behavior of chemical reactions, and understanding the dynamics of predator-prey relationships in ecology.

Similar threads

  • Calculus and Beyond Homework Help
Replies
8
Views
1K
  • Calculus and Beyond Homework Help
Replies
2
Views
511
  • Calculus and Beyond Homework Help
Replies
6
Views
266
  • Calculus and Beyond Homework Help
Replies
2
Views
499
  • Calculus and Beyond Homework Help
Replies
7
Views
248
  • Calculus and Beyond Homework Help
Replies
2
Views
87
  • Calculus and Beyond Homework Help
Replies
10
Views
991
  • Calculus and Beyond Homework Help
Replies
3
Views
556
  • Calculus and Beyond Homework Help
Replies
3
Views
305
  • Calculus and Beyond Homework Help
Replies
5
Views
894
Back
Top