Linear Algebra - polynomial functions of matrices

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Homework Help Overview

The discussion revolves around finding a polynomial function of matrices, specifically determining a polynomial q(x) such that q(A) equals the inverse of matrix A, given a polynomial p(x) and the matrix A. The context involves concepts from linear algebra, particularly the Cayley-Hamilton theorem and properties of matrix polynomials.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • Participants discuss the application of the Cayley-Hamilton theorem and the implications of the polynomial p(A) equating to zero. There are attempts to derive q(x) from the inverse of A and to explore the relationship between p(A) and the identity matrix. Some participants express uncertainty about their calculations and seek clarification on the requirements of the problem.

Discussion Status

Some participants have provided insights into the relationship between the polynomial p(A) and the identity matrix, suggesting that factoring may lead to a clearer understanding of how to express A^{-1} in terms of polynomials of A. There is ongoing exploration of the problem without a definitive consensus on the correct polynomial q(x).

Contextual Notes

Participants note potential errors in calculations and question the assumptions made regarding the polynomial forms. There is a shared understanding that the problem requires careful consideration of matrix properties and polynomial identities.

Snoogx
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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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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.
 
I have a similar problem, and was wondering what part b was asking for.
 
manifold1 said:
I have a similar problem, and was wondering what part b was asking for.
It's asking for A-1.
 
That's what I thought, but it wants a polynomial. Thank you.
 
And A-1 will be that polynomial in A; i.e., q(A).
 
As Mark44 said before, [itex]-A^4 - 2A^2 = A(-A^3- 2A)= I[/itex]
Now what is [itex]A^{-1}[/itex]?
 

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