Finding f(A) Using Matrix Capabilities

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Homework Help Overview

The problem involves evaluating a polynomial function of a matrix, specifically f(A) = a_{0}I_{n} + a_{1}A + a_{2}A^2 + ... + a_{n}A^n, where the polynomial is given as f(x) = x^2 - 5x + 2 and A is a 2x2 matrix. The challenge lies in correctly incorporating the constant term into the matrix expression.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss how to handle the constant term in the polynomial when applied to a matrix, with suggestions about using an identity matrix. There is uncertainty about the correct representation of the constant in matrix form.

Discussion Status

Some participants have provided guidance on using the identity matrix to incorporate the constant term, and there appears to be a productive exchange regarding the definition and application of the identity matrix in this context. However, there is still some confusion about the derivation of the identity matrix's value and its relevance to the problem.

Contextual Notes

Participants are navigating the specifics of matrix operations and the definitions of matrix components, particularly the identity matrix, in relation to the polynomial function. There is an acknowledgment of the need for clarity on how to apply these concepts to the given problem.

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Homework Statement


Use the matrix capabilities of a graphing utility to find:
[tex]f(A)=a_{0}I_{n}+a_{1}A+a_{2}A^2+\cdots+a_{n}A^n[/tex]

1.
[tex]f(x)=x^2-5x+2[/tex]
[tex]A=\left[\begin{array}{cc}2&0\\4&5\end{array}\right][/tex]

Homework Equations


The Attempt at a Solution



Well, I know the answer is
[tex]\left[\begin{array}{cc}-4&0\\8&2\end{array}\right][/tex]
However, I don't know how to get it.

I would think you would do A^2-5A+2 however you can't add a constant to a matrix. I'm not sure exactly what I'm supposed to do.
 
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The constant 2 might be
[tex] \left[\begin{array}{cc}2&2\\2&2\end{array}\right][/tex]
 
Nope, that's not it. Just tried it and it's wrong, not sure how it would be it though.
 
A constant by itself might signify that it is in operation with an identity. So 2 might be
[tex] <br /> \left[\begin{array}{cc}2&0\\0&2\end{array}\right]<br /> [/tex]
 
oh, ok. That's turns out to be right. Thanks!
 
Gear300 said:
A constant by itself might signify that it is in operation with an identity. So 2 might be
[tex] <br /> \left[\begin{array}{cc}2&0\\0&2\end{array}\right]<br /> [/tex]
Right. The polynomial is f(A) = A2 - 5A + 2I.
 
How exactly did you derive 'I's value?
 
I is the 2 x 2 identity matrix, defined as
[tex]\left[\begin{array}{cc}1&0\\0&1\end{array}\right][/tex]

Since A is given as a 2 x 2 matrix, the appropriate identity matrix must also be 2 x 2. If A were given as a 3 x 3 matrix, you would need to use the 3 x 3 identity matrix, which is defined as
[tex]\left[\begin{array}{ccc}1&0&0\\0&1&0\\0&0&1\end{array}\right][/tex]

The form of the identity matrix to use depends on the size of the square matrices being used in the problem.
 
Ahh.. ok. I didn't know what an identity matrix was before. But now I know. Interesting.
 

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