Arran's question at Yahoo Answers (linear system)

In summary, if you have a pair of coupled differential equations with a matrix of coefficients that has complex eigenvalues, you can still solve the equations by finding eigenvectors and using the exponential matrix of the coefficient matrix. The general solution can be written as a combination of the exponential matrix and constants.
  • #1
Fernando Revilla
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Here is the question:

I'm trying to solve the coupled differential equations: dx/dt=x+4y and dy/dt=-5x+5y, but if you put the coefficients of x and y into a matrix, it gives complex Eigenvalues. So how do I solve the equations? Thanks for your help.

Here is a link to the question:

How do you solve a pair of coupled differential equations where the matrix of coeffs has complex Eigenvalues? - Yahoo! Answers

I have posted a link there to this topic so the OP can find my response.
 
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  • #2
Hello Arran,

The system can be written as $$\begin{bmatrix}{x'}\\{y'}\end{bmatrix}=A \begin{bmatrix}{x}\\{y}\end{bmatrix}\mbox{ with } A=\begin{bmatrix}{\;\;1}&{4}\\{-5}&{5}\end{bmatrix}$$
The eigenvalues of $A$ are $3\pm 4i$ (simple) so, $A$ is diagonalizable on $\mathbb{C}$. Now find an eigenvector $v_1$ associated to $3+4i$ and another one $v_2$ associated to $3-4i$. If $P=[v_1\;\;v_2]$ then, $$P^{-1}AP=D=\begin{bmatrix}{3+4i}&{0}\\{0}&{3-4i}\end{bmatrix}$$ The exponential matrix of $A$ is $e^{tA}=Pe^{tD}P^{-1}$. The general solution of the system is $$\begin{bmatrix}{x}\\{y}\end{bmatrix}=e^{tA} \begin{bmatrix}{C_1}\\{C_2}\end{bmatrix}\quad (C_1,C_2\in\mathbb{R})$$

P.S. Here you can test your result for $e^{tA}$

MatrixExp ({{t,4t},{-5t,5t}}) - Wolfram|Alpha
 
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Related to Arran's question at Yahoo Answers (linear system)

1. What is a linear system?

A linear system is a set of equations that can be written in the form of y = mx + b, where y is the dependent variable, x is the independent variable, m is the slope, and b is the y-intercept. It represents a relationship between two variables that can be graphed as a straight line.

2. What is the importance of solving linear systems?

Solving linear systems is important in many fields of study, including mathematics, physics, engineering, and economics. It allows us to find the value of unknown variables and make predictions about the relationship between different quantities.

3. What methods can be used to solve linear systems?

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4. How do you know if a linear system has one solution, no solution, or infinitely many solutions?

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5. Can linear systems be solved with more than two variables?

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