EigenVectors system of differentials

In summary, the general solution for the given system of equations is (A-Ix) c1e^at[] + c2e^bt[], where c1 and c2 are constants and a and b are the eigenvalues of the matrix. The eigenvectors for this system can be any two independent vectors in R2, such as the standard vectors [1 0] and [0 1].
  • #1
dp182
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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
 
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  • #2
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.
 

1. What is the EigenVectors system of differentials?

The EigenVectors system of differentials is a mathematical concept used to analyze differential equations. It involves finding the eigenvectors of a matrix, which can help solve complex systems of differential equations.

2. How is the EigenVectors system of differentials used in science?

The EigenVectors system of differentials is used in a variety of scientific fields such as physics, chemistry, and engineering. It is particularly useful in studying systems with multiple interacting variables, such as chemical reactions and mechanical systems.

3. What are some real-world applications of the EigenVectors system of differentials?

Some real-world applications of the EigenVectors system of differentials include predicting population growth and analyzing the stability of electric power systems. It is also used in image processing and data compression techniques.

4. Are there any limitations to the EigenVectors system of differentials?

Like any mathematical concept, the EigenVectors system of differentials has its limitations. It may not be applicable to all types of differential equations and can sometimes produce complex solutions that are difficult to interpret.

5. How does the EigenVectors system of differentials relate to other mathematical concepts?

The EigenVectors system of differentials is closely related to other mathematical concepts such as eigenvectors, matrix operations, and linear algebra. It is also used in conjunction with other methods, such as Laplace transforms, to solve differential equations.

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