EigenVectors system of differentials

Click For Summary
SUMMARY

The discussion focuses on finding the general solution for the system of differential equations represented by the matrix (2 0; 0 2). The eigenvalue derived from this matrix is 2, leading to the conclusion that any vector in R² can serve as an eigenvector. Specifically, the standard basis vectors, [1; 0] and [0; 1], are highlighted as the conventional choices for the eigenspace basis.

PREREQUISITES
  • Understanding of eigenvalues and eigenvectors
  • Familiarity with matrix operations
  • Knowledge of differential equations
  • Basic linear algebra concepts
NEXT STEPS
  • Study the properties of eigenvalues and eigenvectors in linear algebra
  • Learn about diagonalization of matrices
  • Explore applications of eigenvectors in differential equations
  • Investigate the concept of eigenspaces and their dimensions
USEFUL FOR

Students and professionals in mathematics, particularly those studying linear algebra and differential equations, will benefit from this discussion.

dp182
Messages
19
Reaction score
0

Homework Statement


Find the general solution for the following systems of equations
( 2 0 )
( 0 2 )

Homework Equations


(A-Ix)
c1e^at[]+c2e^bt[]


The Attempt at a Solution


when attempting to find the eigenvalues I come up with (2) so plugging back into get the vectors you come up with a zero matrix how do i get vectors from it do i just pick any ones
 
Physics news on Phys.org
For any vector, [itex]\begin{bmatrix}x \\ y\end{bmatrix}[/itex], in R2,
[tex]\begin{bmatrix}2 & 0 \\ 0 & 2\end{bmatrix}\begin{bmatrix}x \\ y\end{bmatrix}= \begin{bmatrix}2x \\ 2y\end{bmatrix}[/tex]

so that any vector is an eigenvector.

That's why you can just choose any two independent vectors as a basis for the eigenspace.

Of course
[tex]\begin{bmatrix}1 \\ 0 \end{bmatrix}[/tex]
and
[tex]\begin{bmatrix}0 \\ 1 \end{bmatrix}[/tex]
are the "standard" choice.
 

Similar threads

  • · Replies 2 ·
Replies
2
Views
2K
Replies
8
Views
3K
  • · Replies 7 ·
Replies
7
Views
2K
Replies
5
Views
2K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 12 ·
Replies
12
Views
3K
Replies
2
Views
1K
  • · Replies 2 ·
Replies
2
Views
1K
  • · Replies 7 ·
Replies
7
Views
4K