Please check my Eigenvector solutions.

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SUMMARY

The discussion focuses on solving for the characteristic equation, eigenvalues, and eigenvectors of a given matrix. The correct eigenvector corresponding to the eigenvalue λ=3 is confirmed, while the eigenvalue λ=1 is identified as incorrect. The characteristic equation is established as (3-λ)(-1-λ)=0. The participants emphasize the importance of verifying eigenvector solutions by substituting them back into the equation Ax=λx.

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  • Understanding of eigenvalues and eigenvectors
  • Familiarity with characteristic equations
  • Knowledge of matrix operations
  • Ability to solve linear equations
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  • Study the derivation of characteristic equations for different matrices
  • Learn how to verify eigenvector solutions using the equation Ax=λx
  • Explore the implications of non-trivial solutions in linear algebra
  • Investigate the use of online eigenvector calculators for validation
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Homework Statement


Find the characteristic equations, eigenvalues and eigenvector of the following matrix

Homework Equations


Eigen 2.png

The Attempt at a Solution


Eigen 1.png


Somehow somewhere I think the solution is wrong, based on online Eigenvector calculator on the web. Please do provide me actual answers and solutions. Thanks in advance!
 
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Your first eigenvector corresponding to \lambda= 3 is correct.

However, you have the wrong characteristic equation and "1" is NOT an eigenvalue. You should have seen that when you wrote (A- \lambda I)x= 0:
\begin{bmatrix}2 & 0 \\ 8 & -2\end{bmatrix}\begin{bmatrix}x_1 \\ x_2\end{bmatrix}= \begin{bmatrix} 0 \\ 0 \end{bmatrix}
which gives
\begin{bmatrix}2x_1 \\ 8x_1- 2x_2\end{bmatrix}= \begin{bmatrix}0 \\ 0 \end{bmatrix}
which then requires that 2x_1= 0 and 8x_1- 2x_2= 0.
From the second x_2= 4x_1 but the first says x_1= 0 so x_2= 4(0)= 0. There is NO non-trivial vector satisfying this. 1 is NOT an eigenvalue
(I have no idea where you got "x_1+ x_2= 0".)

The characteristic equation is given by
\left|\begin{array}{cc}3- \lambda & 0 \\ 8 & -1- \lambda\end{array}\right|= 0
Which is, of course, simply (3-\lambda)(-1- \lambda)= 0.
 
Eigen 3.png

Take a look at this. I've corrected it. Please let this answer correct :)

Some mistake there;
Eigenvector for lambda = 1 is [0;1]

One more, on the second last line.
is that correct to state "Let x_2=t" or "Let x_1=t"?
 
Last edited:
If you compute what you think are an eigenvector and eigenvalue pair, stick them back in! They had better satisfy Ax = \lambda x since that is, after all, the equation whose solutions you were looking for in the first place.

hadizainud said:
One more, on the second last line.
is that correct to state "Let x_2=t" or "Let x_1=t"?

The variable x_2 should equal t, if that's what you're asking.
 
hadizainud said:
View attachment 37957
Take a look at this. I've corrected it. Please let this answer correct :)

Some mistake there;
Eigenvector for lambda = 1 is [0;1]
You mean "for lambda= -1".

One more, on the second last line.
is that correct to state "Let x_2=t" or "Let x_1=t"?
You had just shown that x_1= 0 so you can't say "let x_1=t".
 
Thanks Stringy and HallsofIvy :)
 

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