How Do Matrices and Determinants Relate to Each Other?

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SUMMARY

The discussion focuses on the relationship between matrices and determinants, specifically in the context of finding eigenvalues and eigenvectors. The user presents their calculations for a 3x3 matrix, ultimately deriving eigenvalues of y=1, y=-3, and y=3. The solution involves setting up the equation A(x, y, z) = λ(x, y, z) and solving for three equations with three unknowns. The participants confirm the correctness of the calculations and provide resources for further assistance.

PREREQUISITES
  • Understanding of eigenvalues and eigenvectors
  • Familiarity with matrix algebra
  • Knowledge of determinants and their properties
  • Basic proficiency in solving linear equations
NEXT STEPS
  • Study the process of finding eigenvalues using characteristic polynomials
  • Learn about the geometric interpretation of eigenvectors
  • Explore the application of eigenvalues in systems of differential equations
  • Investigate numerical methods for computing eigenvalues in larger matrices
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Students and professionals in mathematics, engineering, and physics who are working with linear algebra concepts, particularly those focusing on eigenvalues and eigenvectors in matrix theory.

rohan03
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please look at the attachement and my attempt at the solution - hope you can help.

Thanks
 
Last edited:
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I see no attachment.
 
sorry I amended the post and forgot to reattached my document - here it is please look at it.
 
Last edited:
After "This gives:", you need to check your math. I see [tex](1-\lambda)^2(-1-\lambda)-4(1-\lambda)-4(1-\lambda)[/tex]

To find eigenvectors, see if this resource helps: http://www.sosmath.com/matrix/eigen2/eigen2.html

Essentially, you will set up [tex]A \left(\begin{matrix} x \\ y \\ z \end{matrix}\right) = \lambda \left(\begin{matrix} x \\ y \\ z \end{matrix}\right)[/tex] where you substitute in each [itex]\lambda[/itex] found earlier. Then you'll have 3 equations and 3 unknowns for each [itex]\lambda[/itex].
 
What does it mean for there to be an eigenvalue of -1?
If you write down the equation that the eigenvector satisfies, you should get three equations and three unknowns - note in general the solution for the eigenvector will be non-unique since you can scale it to get a new eigenvector, but you should be able to get a one-dimensional set of vectors that works
 
ok I had anotherlook at my simplification and I have spotted some error while finding eigen values using 3x3 matrix

what I get is :
( i am using y instead of lambda as I am typing here so apologies)

(1-y){(1-y)(-1-y)-(-2x-2)} -2{(0x-2) -(-2)(1-y)}
=(1-y){-1-y+y+y^2-4} -2 { 0-(-2)(1-y)}
=(1-y){-1+y^2-4-4(1-y)}
=(1-y)(y^2-9)
=(1-y) (y-3) (y+3)
hence giving eigen values of y=1, y=-3 and y=3

is this correct?
 
rohan03 said:
hence giving eigen values of y=1, y=-3 and y=3

is this correct?

That looks correct.
 
thank you so much for all your help.
 
rohan03 said:
sorry I amended the post and forgot to reattached my document - here it is please look at it.

I still do not see an attachment.

RGV
 

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