MHB Arran's question at Yahoo Answers (linear system)

AI Thread Summary
To solve the coupled differential equations dx/dt=x+4y and dy/dt=-5x+5y, the system can be represented using a matrix A with complex eigenvalues 3±4i. The matrix A is diagonalizable in the complex field, allowing for the calculation of eigenvectors associated with each eigenvalue. The solution involves using the exponential matrix e^(tA), which can be computed using the eigenvectors and eigenvalues. The general solution for the system is expressed in terms of the matrix exponential and constants C1 and C2. This method provides a comprehensive approach to solving systems with complex eigenvalues.
Fernando Revilla
Gold Member
MHB
Messages
631
Reaction score
0
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.
 
Mathematics news on Phys.org
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
 
Last edited by a moderator:
Suppose ,instead of the usual x,y coordinate system with an I basis vector along the x -axis and a corresponding j basis vector along the y-axis we instead have a different pair of basis vectors ,call them e and f along their respective axes. I have seen that this is an important subject in maths My question is what physical applications does such a model apply to? I am asking here because I have devoted quite a lot of time in the past to understanding convectors and the dual...
Insights auto threads is broken atm, so I'm manually creating these for new Insight articles. In Dirac’s Principles of Quantum Mechanics published in 1930 he introduced a “convenient notation” he referred to as a “delta function” which he treated as a continuum analog to the discrete Kronecker delta. The Kronecker delta is simply the indexed components of the identity operator in matrix algebra Source: https://www.physicsforums.com/insights/what-exactly-is-diracs-delta-function/ by...
Back
Top