Systems of ODE's - Complex Eigenvalues

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Homework Help Overview

The discussion revolves around finding the general solution of a system of ordinary differential equations (ODEs) characterized by a given matrix. The matrix involves complex eigenvalues, which adds complexity to the problem-solving process.

Discussion Character

  • Mixed

Approaches and Questions Raised

  • Participants discuss the calculation of eigenvalues and the subsequent challenge of solving a 3x3 matrix with complex numbers. There are attempts to clarify the correct eigenvalues and methods for finding eigenvectors using Gaussian elimination.

Discussion Status

Some participants have provided corrections regarding the eigenvalues and suggested that Gaussian elimination can still be applied to find eigenvectors. There is an ongoing exploration of how to handle operations involving complex numbers in the context of matrix manipulation.

Contextual Notes

Participants are navigating the implications of using complex eigenvalues and the validity of operations involving complex numbers in their calculations. There is an emphasis on ensuring accuracy in the eigenvalue determination and the methods used to solve the matrix.

gabriels-horn
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Homework Statement


Find the general solution of the given system.

The given matrix is X' = (1st row (1,-1,2) 2nd row (-1,1,0) 3rd row (-1,0,1))X

2. The attempt at a solution

The eigenvalue determinant = (1st row (1-λ,-1,2) second row (-1,1-λ,0) 3rd row (-1,0,1-λ)

Solving the determinant gives -(λ-1)(λ^2-2λ+2)

So λ1,2 = 1+i and 1-i and λ3 = 1

Now my question is how do I solve the 3x3 matrix with copmlex numbers in it? I used gaussian elimination to solve for the real value λ3.

(1st row (-i,-1,2) 2nd row (-1,-i,0) 3rd row (-1,0,-i)) multiplied by the column (k1,k2,k3) = 0
 
Last edited:
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gabriels-horn said:
Solving the determinant gives -(λ-1)(λ^2-2λ+2)

So λ1,2 = -1+i and -1-i and λ3 = 1

Your two complex eigenvalues have a sign error. The roots of \lambda^2-2\lambda+2=0 are \lambda=1\pm i.

Now my question is how do I solve the 3x3 matrix with copmlex numbers in it? I used gaussian elimination to solve for the real value λ3.

(1st row (2-i,-1,2) 2nd row (-1,2-i,0) 3rd row (-1,0,2-i)) multiplied by the column (k1,k2,k3) = 0

You can still use Gaussian elimination to solve for the eigenvectors.
 
gabbagabbahey said:
Your two complex eigenvalues have a sign error. The roots of \lambda^2-2\lambda+2=0 are \lambda=1\pm i.



You can still use Gaussian elimination to solve for the eigenvectors.

Can someone show me how?
 
You do it exactly the same way you did it for your real eigenvalue...try it out and post your work if you get stuck.
 
gabbagabbahey said:
You do it exactly the same way you did it for your real eigenvalue...try it out and post your work if you get stuck.

Is multiplying a row by a complex number a valid operation?
 
Yes. It's exactly the same as multiplying both sides of an equation by a complex number.
 
The corrected eigenvalue matrix is
[-i,-1,2]
[-1,-i,0]
[-1,0,-i]

using the operations 1) i*R1, 2) R1+R2, 3) R1+R3, 4) (-1/2)R2+R3, 5) -2*R2+R1 gives

[1,-i,0]
[0,-i, i]
[0,0,0]

which says k2=k3; picking k1=1 and k2=k3= i gives one solution,k=
[1]

which is split into the real and imaginary parts B1 and B2, respectively

[1]
[0]
[0]

[0]
[1]
[1]

The general solution is c1[B1*cos(t)-B2sin(t)]e^t + c2[B2*cos(t)-B1sin(t)]e^t +c3
([0])e^t
([1])
([2])
 
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