Higher Power of a square Matrix

In summary, the conversation involves finding the 43rd power of a given matrix and the use of eigenvalues and eigenvectors to simplify the calculation. The formula Ak=P-1DkP is mentioned, where P is a matrix of eigenvectors and D is a diagonal matrix of eigenvalues. The conversation ends with the realization that the eigenvalues of the given matrix are complex numbers and may complicate the calculation.
  • #1
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Homework Statement



Given the matrix A=
-1/5 7/5
-3/5 -4/5

find A43.





The Attempt at a Solution


It's obvious that I can't go and actually compute A43 so there must be a more elegant way of doing this. The only notes I have on the subject is Ak=P-1DkP, where D is a diagonal matrix. However, I have no clue what P is supposed to to, nor why this would work in the first place.
 
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  • #2
You're on the right track. If you've studied eigenvalues and eigenvectors, you should be able to calculate D and P.
 
  • #3
I've never heard of eigenvalues or eigenvectors. I'm in a college level Linear Algebra I class, so I don't know if I should or not.
 
  • #4
You need to have some understanding of eigenvalues and eigenvectors to be able to diagonalize a matrix. In your formula, the columns of matrix P are the eigenvectors of matrix A, and P-1 is the inverse of P. Matrix D is a diagonal matrix whose entries are the eigenvalues of A.

If you're expected to work a problem like this, there must be similar problems in your textbook, and some presentation of these ideas must have been given in class.
 
  • #6
Ah ok, it's quite possible that the prof mentioned it but I missed it. Thanks for the link, I'll put it to good use.
 
  • #7
Also, the eigenvalues for this particular matrix are complex numbers. That's going to make calculating the 43 power even more complicated. Fortunately, they both have modulus 1.
 

FAQ: Higher Power of a square Matrix

What is a higher power of a square matrix?

A higher power of a square matrix refers to the result of multiplying the matrix by itself multiple times, where the exponent denotes the number of times the matrix is multiplied by itself. For example, the higher power of a matrix A with an exponent of 3 would be A³.

What are the properties of a higher power of a square matrix?

Some properties of a higher power of a square matrix include: it will always have the same dimensions as the original matrix, it may or may not be invertible, and it may or may not have the same determinant as the original matrix.

Why is the higher power of a square matrix important?

The higher power of a square matrix is important in various fields of mathematics and sciences, such as linear algebra and physics. It is used to solve systems of equations, calculate growth rates, and model complex systems.

How do you calculate the higher power of a square matrix?

To calculate the higher power of a square matrix, the matrix is multiplied by itself multiple times according to the exponent. For example, to calculate A³, you would multiply A by itself three times: A x A x A.

What is the relationship between the higher power of a square matrix and its eigenvalues?

The eigenvalues of a higher power of a square matrix are the original eigenvalues raised to the power of the exponent. For example, if the eigenvalues of a matrix A are 2 and 5, the eigenvalues of A³ would be 2³ and 5³, which are 8 and 125, respectively.

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