Higher Power of a square Matrix

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Homework Help Overview

The discussion revolves around finding the 43rd power of a given 2x2 matrix A. The context is linear algebra, specifically focusing on matrix diagonalization and the use of eigenvalues and eigenvectors.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • The original poster attempts to find a more efficient method to compute A^43, referencing a diagonalization formula involving matrices P and D. Some participants suggest that understanding eigenvalues and eigenvectors is essential for this approach, while others express uncertainty about their prior exposure to these concepts.

Discussion Status

Participants are exploring the relationship between diagonalization and the computation of matrix powers. Some guidance has been offered regarding the necessity of eigenvalues and eigenvectors, and there is acknowledgment of the complexity introduced by the eigenvalues being complex numbers.

Contextual Notes

The original poster is in a college-level Linear Algebra I class and may have missed prior discussions on eigenvalues and eigenvectors, which are crucial for the problem at hand.

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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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You're on the right track. If you've studied eigenvalues and eigenvectors, you should be able to calculate D and P.
 
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.
 
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.
 
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.
 
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.
 

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