DSphery's question at Yahoo Answers (matrix powering question)

  • MHB
  • Thread starter Fernando Revilla
  • Start date
In summary, the explicit formula for the n-th power of a 3x3 matrix with elements a, b, and 0 is given by $A^n=a^nI+na^{n-1}bN+\dfrac{n(n-1)}{2}a^{n-2}b^2N^2$.
  • #1
Fernando Revilla
Gold Member
MHB
631
0
Here is the question:

Consider you have a 3x3 matrix like this:
a b 0
0 a b
0 0 a
The question is the explicit formule for the n-th power. It's simple to see that the "a"-s will convert to "a^n" and I've also worked out a formula for the rest of the elements, but those are implicit forms. Can anyone help me with an explicit form of it for the n-th power? Thank you in advance!

Here is a link to the question:

Matrix powering question, with specific matrix.? - Yahoo! Answers


I have posted a link there to this topic so the OP can find my response.
 
Mathematics news on Phys.org
  • #2
Hello DSphery,

The simplest way in this case: we can express
$$A=\begin{bmatrix}{a}&{b}&{0}\\{0}&{a}&{b}\\{0}&{0}&{a}\end{bmatrix}=aI+bN, \mbox{ where } N=\begin{bmatrix}{0}&{1}&{0}\\{0}&{0}&{1}\\{0}&{0}&{0}\end{bmatrix}$$
The matrix $N$ is nilpotent that is,

$$N^2=\begin{bmatrix}{0}&{0}&{1}\\{0}&{0}&{0}\\{0}&{0}&{0}\end{bmatrix},N^3=0,N^4=0,\ldots$$
As $(aI)(bN)=(bN)(aI)$ we can use the Newton's binomial theorem:
$$A^n=(aI+bN)^n=\displaystyle\binom{n}{0}(aI)^n+ \displaystyle\binom{n}{1}(aI)^{n-1}(bN)+\binom{n}{2}(aI)^{n-2}(bN)^2$$
Equivalently:
$$A^n=a^n\begin{bmatrix}{1}&{0}&{0}\\{0}&{1}&{0}\\{0}&{0}&{1}\end{bmatrix}+na^{n-1}b\begin{bmatrix}{0}&{1}&{0}\\{0}&{0}&{1}\\{0}&{0}&{0}\end{bmatrix}+\dfrac{n(n\color{red}-1)}{2}a^{n-2}b^2\begin{bmatrix}{0}&{0}&{1}\\{0}&{0}&{0}\\{0}&{0}&{0}\end{bmatrix}$$
Now, we can conclude.
 
Last edited:

Related to DSphery's question at Yahoo Answers (matrix powering question)

1. How does powering a matrix work?

Powering a matrix involves raising each element of the matrix to a certain exponent. This is done by multiplying the matrix by itself a certain number of times, depending on the exponent.

2. What is the purpose of powering a matrix?

Powering a matrix can be useful in many mathematical and scientific applications, such as solving systems of equations, finding eigenvalues and eigenvectors, and performing transformations.

3. Can any matrix be powered?

Yes, any square matrix (a matrix with the same number of rows and columns) can be powered. However, not all matrices will have a meaningful result when powered.

4. How is matrix powering different from regular exponentiation?

Matrix powering is different from regular exponentiation because it involves multiplying a matrix by itself, rather than just multiplying a number by itself. This means that the order of multiplication matters, and the result may be a different matrix than if the elements were simply multiplied by the exponent.

5. Are there any limitations to powering a matrix?

Yes, there are limitations to powering a matrix. The matrix must be square, and the exponent must be a positive integer. Additionally, if the matrix is not invertible (has no inverse), then the resulting powered matrix may not be meaningful.

Similar threads

Replies
1
Views
810
Replies
1
Views
1K
Replies
1
Views
1K
Replies
1
Views
1K
Replies
1
Views
2K
Replies
1
Views
1K
Replies
1
Views
4K
Replies
4
Views
2K
Replies
1
Views
1K
  • General Math
Replies
1
Views
1K
Back
Top