Finding f(A) Using Matrix Capabilities

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In summary, to find the value of f(A), you would use the matrix capabilities of a graphing utility. The polynomial for f(A) is A^2 - 5A + 2I, where I represents the identity matrix. The appropriate size of the identity matrix to use depends on the size of the square matrices given in the problem.
  • #1
themadhatter1
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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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  • #2
The constant 2 might be
[tex]
\left[\begin{array}{cc}2&2\\2&2\end{array}\right]
[/tex]
 
  • #3
Nope, that's not it. Just tried it and it's wrong, not sure how it would be it though.
 
  • #4
A constant by itself might signify that it is in operation with an identity. So 2 might be
[tex]

\left[\begin{array}{cc}2&0\\0&2\end{array}\right]

[/tex]
 
  • #5
oh, ok. That's turns out to be right. Thanks!
 
  • #6
Gear300 said:
A constant by itself might signify that it is in operation with an identity. So 2 might be
[tex]

\left[\begin{array}{cc}2&0\\0&2\end{array}\right]

[/tex]
Right. The polynomial is f(A) = A2 - 5A + 2I.
 
  • #7
How exactly did you derive 'I's value?
 
  • #8
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.
 
  • #9
Ahh.. ok. I didn't know what an identity matrix was before. But now I know. Interesting.
 

FAQ: Finding f(A) Using Matrix Capabilities

What is "finding f(A) using matrix capabilities"?

"Finding f(A) using matrix capabilities" refers to the process of calculating the output of a function f applied to a matrix A. This involves using various mathematical operations and techniques to manipulate the elements of the matrix and ultimately arrive at the desired result.

What are the applications of finding f(A) using matrix capabilities?

Finding f(A) using matrix capabilities has a wide range of applications in various fields such as physics, engineering, economics, and computer science. It is used to solve equations, analyze data, and model complex systems.

What are some common methods for finding f(A) using matrix capabilities?

Some common methods for finding f(A) using matrix capabilities include matrix multiplication, inversion, and diagonalization. Other techniques such as Gaussian elimination and LU decomposition can also be used depending on the specific problem at hand.

What are the benefits of using matrix capabilities to find f(A)?

Using matrix capabilities to find f(A) allows for efficient and accurate calculations. It also allows for the manipulation of large sets of data and the ability to model complex systems. Additionally, many real-world problems can be represented and solved using matrices.

What are the limitations of finding f(A) using matrix capabilities?

One limitation of using matrix capabilities to find f(A) is that it can be computationally expensive for large matrices. Additionally, some problems may not have a closed-form solution and may require approximations to be made. It is also important to be familiar with the underlying mathematical principles in order to properly apply these techniques.

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