How Do Matrices and Determinants Relate to Each Other?

In summary, the person is trying to find eigenvalues for a 3x3 matrix, and they get y=1, y=-3, and y=3.
  • #1
rohan03
56
0
please look at the attachement and my attempt at the solution - hope you can help.

Thanks
 
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  • #2
I see no attachment.
 
  • #3
sorry I amended the post and forgot to reattached my document - here it is please look at it.
 
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  • #4
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].
 
  • #5
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
 
  • #6
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?
 
  • #7
rohan03 said:
hence giving eigen values of y=1, y=-3 and y=3

is this correct?

That looks correct.
 
  • #8
thank you so much for all your help.
 
  • #9
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
 

FAQ: How Do Matrices and Determinants Relate to Each Other?

What is a matrix?

A matrix is a rectangular array of numbers or symbols arranged in rows and columns. It is used to represent and manipulate data in various mathematical operations.

How do you add or subtract matrices?

To add or subtract matrices, the matrices must have the same dimensions. Simply add or subtract the corresponding elements in each matrix to get the resulting matrix.

What is a determinant?

A determinant is a numerical value that can be calculated from a square matrix. It is used to determine properties of the matrix, such as whether it is invertible or singular.

How do you calculate the determinant of a matrix?

To calculate the determinant of a matrix, you can use the cofactor expansion method or the row reduction method. Both methods involve manipulating the matrix and performing mathematical operations to get the final value.

What are some applications of matrices and determinants?

Matrices and determinants have various applications in fields such as computer science, physics, and economics. They are used to solve systems of equations, analyze data, and model real-world situations. They are also essential in linear algebra, which is the foundation for many advanced mathematical concepts.

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