What is the General Pattern for Finding Matrix Powers?

In summary, the problem involves finding the general pattern for $A^n$ of a given matrix $A$. The first three iterations have been shown, but the general pattern has not been found. One method is to diagonalize the matrix and use the formula $A^n = BD^nB^{-1}$.
  • #1
Aryth1
39
0
I'm sure that this problem is easier than I am making out to be, but I'm going over some review problems for an exit exam and I'm having a little trouble with this one.

Let the matrix $A$ be given by:

$$A = \begin{pmatrix} 1&4\\ 2&3 \end{pmatrix}$$

Find $A^n$ for general $n$.

I have the first three iterations done, but I've been unable to find the pattern.

$$A^2 = \begin{pmatrix} 1&4\\ 2&3 \end{pmatrix}\begin{pmatrix} 1&4\\ 2&3 \end{pmatrix} = \begin{pmatrix} 9&16\\ 8&17 \end{pmatrix}$$

$$A^3 = \begin{pmatrix} 9&16\\ 8&17 \end{pmatrix}\begin{pmatrix} 1&4\\ 2&3 \end{pmatrix} = \begin{pmatrix} 41&84\\ 42&83 \end{pmatrix}$$

$$A^4 = \begin{pmatrix} 41&84\\ 42&83 \end{pmatrix}\begin{pmatrix} 1&4\\ 2&3 \end{pmatrix} = \begin{pmatrix} 209&416\\ 208&417 \end{pmatrix}$$

Any help in finding the general pattern would be greatly appreciated!
 
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  • #2
Aryth said:
I'm sure that this problem is easier than I am making out to be, but I'm going over some review problems for an exit exam and I'm having a little trouble with this one.

Let the matrix $A$ be given by:

$$A = \begin{pmatrix} 1&4\\ 2&3 \end{pmatrix}$$

Find $A^n$ for general $n$.

I have the first three iterations done, but I've been unable to find the pattern.

$$A^2 = \begin{pmatrix} 1&4\\ 2&3 \end{pmatrix}\begin{pmatrix} 1&4\\ 2&3 \end{pmatrix} = \begin{pmatrix} 9&16\\ 8&17 \end{pmatrix}$$

$$A^3 = \begin{pmatrix} 9&16\\ 8&17 \end{pmatrix}\begin{pmatrix} 1&4\\ 2&3 \end{pmatrix} = \begin{pmatrix} 41&84\\ 42&83 \end{pmatrix}$$

$$A^4 = \begin{pmatrix} 41&84\\ 42&83 \end{pmatrix}\begin{pmatrix} 1&4\\ 2&3 \end{pmatrix} = \begin{pmatrix} 209&416\\ 208&417 \end{pmatrix}$$

Any help in finding the general pattern would be greatly appreciated!

Hi Aryth! :)

One way to do it is to diagonalize. $A$ can be written as:
$$A=BDB^{-1}$$
where $D$ is a diagonal matrix.

Then we have:
$$A^n = BD^nB^{-1}$$
 
  • #3
I like Serena said:
Hi Aryth! :)

One way to do it is to diagonalize. $A$ can be written as:
$$A=BDB^{-1}$$
where $D$ is a diagonal matrix.

Then we have:
$$A^n = BD^nB^{-1}$$

I had totally forgotten about diagonalizing the matrix. I got it, thanks for the help!
 

FAQ: What is the General Pattern for Finding Matrix Powers?

What is a matrix power problem and how is it solved?

A matrix power problem involves finding the result of raising a matrix to a certain power, such as a square matrix to the third power. This is typically solved using matrix multiplication, where the matrix is multiplied by itself the specified number of times. The final result is the matrix raised to the given power.

What are some applications of solving matrix power problems?

Solving matrix power problems has various applications in fields such as engineering, computer science, and physics. It can be used to model and analyze complex systems, such as electrical circuits and networks. It is also used in computer graphics and animation to transform and manipulate images.

How do you determine the order of matrix power problem?

The order of a matrix power problem is determined by the size of the matrix. For example, a 3x3 matrix raised to the third power has an order of 3, as it involves multiplying the matrix by itself 3 times. In general, the order of a matrix power problem is equal to the power it is raised to.

Are there any special properties of solving matrix power problems?

Yes, there are several special properties associated with solving matrix power problems. For example, the order in which matrices are multiplied does not affect the final result, and the identity matrix (a diagonal matrix with 1s on the main diagonal) acts as the "neutral" element when multiplying matrices. Additionally, certain matrices, such as symmetric matrices, have specific properties that can make solving matrix power problems easier.

What are some common mistakes to avoid when solving matrix power problems?

One common mistake is forgetting to multiply the matrix by itself the correct number of times. It is important to carefully count the number of times the matrix should be multiplied. Another mistake is not paying attention to the order of the matrices being multiplied, which can result in an incorrect solution. It is also important to be mindful of any special properties or rules associated with the given matrices, such as the commutative property, to avoid errors in the final result.

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