Linear Algebra - polynomial functions of matrices

It is the polynomial -A^3- 2A. That is, q(x)= -x^3- 2x. Of course, that's not the only polynomial that will work. You could also use q(x)= -A^3- 2A^2. Or q(x)= -A^3- 2A+ A^2. Or, in general, q(x)= -A^3- 2A^2+ cA for any constant c.
  • #1
Snoogx
22
0

Homework Statement


Given p(x) = x4+2x2+1 and
A =
[[1 1 -2 0]​
[0 1 0 2]​
[1 1 -1 1]​
[0 0 -2 -1]]​
p(A) = 0
Find a polynomial q(x) so that q(A) = A-1
a) What is q(x)?
b) Compute q(A) = A-1

Homework Equations


I found the Cayley-Hamilton theorem, which states: p(x) = det(A-xIn).


The Attempt at a Solution


I found the inverse of A, which is:
[[-1 -1 2 0]​
[4 1 -4 -2]​
[1 0 -1 -1]​
[-2 0 2 1]]​
From here I thought I could set q(x) = A-1.
[[-1-x -1 2 0]​
[4 1-x -4 -2]​
[1 0 -1-x -1]​
[-2 0 2 1-x]]​
Then I should just solve out to find the det(). I used the 2nd column as a reference point.
Doing this I end up with the equation, x4-6x2+1.
so q(x) = x4-6x2+1.

This seems to be the wrong answer. I'm not at all sure if I did this right, or if I made an error in my calculations. Would really appreciate if someone could look over and point out my error.

Thanks
 
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  • #2
Snoogx said:

Homework Statement


Given p(x) = x4+2x2+1 and
A =
[[1 1 -2 0]​
[0 1 0 2]​
[1 1 -1 1]​
[0 0 -2 -1]]​
p(A) = 0
Find a polynomial q(x) so that q(A) = A-1
a) What is q(x)?
b) Compute q(A) = A-1

Homework Equations


I found the Cayley-Hamilton theorem, which states: p(x) = det(A-xIn).


The Attempt at a Solution


I found the inverse of A, which is:
[[-1 -1 2 0]​
[4 1 -4 -2]​
[1 0 -1 -1]​
[-2 0 2 1]]​
From here I thought I could set q(x) = A-1.
[[-1-x -1 2 0]​
[4 1-x -4 -2]​
[1 0 -1-x -1]​
[-2 0 2 1-x]]​
Then I should just solve out to find the det(). I used the 2nd column as a reference point.
Doing this I end up with the equation, x4-6x2+1.
so q(x) = x4-6x2+1.

This seems to be the wrong answer. I'm not at all sure if I did this right, or if I made an error in my calculations. Would really appreciate if someone could look over and point out my error.

Thanks

You went at it the hard way.

Did you check that p(A) = 0? I did, and it turns out that this is so.

p(A) = 0 ==> A4 + 2A2 + I = 0
==> -A4 - 2A2 = I
If you can factor an A out of the left side, you'll be almost where you need to go.
 
  • #3
I have a similar problem, and was wondering what part b was asking for.
 
  • #4
manifold1 said:
I have a similar problem, and was wondering what part b was asking for.
It's asking for A-1.
 
  • #5
That's what I thought, but it wants a polynomial. Thank you.
 
  • #6
And A-1 will be that polynomial in A; i.e., q(A).
 
  • #7
As Mark44 said before, [itex]-A^4 - 2A^2 = A(-A^3- 2A)= I[/itex]
Now what is [itex]A^{-1}[/itex]?
 

1. What is linear algebra?

Linear algebra is a branch of mathematics that deals with the study of linear equations, vectors, matrices, and their properties. It is used to solve problems related to linear transformations and systems of linear equations.

2. What are polynomial functions of matrices?

Polynomial functions of matrices are expressions that involve matrices and their powers. These functions are used to represent and manipulate data in various fields, such as physics, engineering, and computer science.

3. How are polynomial functions of matrices useful?

Polynomial functions of matrices are useful in solving systems of linear equations, determining the properties of matrices, and representing data in a compact and efficient manner. They are also important in understanding and analyzing the behavior of systems in various fields, such as economics and physics.

4. What are some common applications of linear algebra?

Linear algebra has various applications in different fields, such as computer graphics, machine learning, and cryptography. It is also used in engineering, physics, and economics to solve problems related to linear systems and data analysis.

5. How can I improve my understanding of linear algebra?

To improve your understanding of linear algebra, it is important to practice solving problems and working with matrices and vectors. You can also read textbooks, watch online tutorials, and attend lectures or workshops to gain a deeper understanding of the subject.

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