Powers of a permutation matrix.

In summary, eventually two different powers of a permutation matrix must be the same, and this is because there are a finite number of ways to rearrange the rows. To find the power that equals I, multiply both sides of the equality by the inverse of the other power.
  • #1
Dafe
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Homework Statement



If you take powers of a permutation matrix,
why is some [tex] P^k [/tex] eventually equal to [tex] I [/tex]?

Homework Equations



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The Attempt at a Solution



From the solutions manual of the book:

There are n! permutation matrices of order n.

Eventually, two powers of [tex] P [/tex] must be the same:
[tex] P^r = P^s [/tex]

Miltiply [tex] (P^-1)^s [/tex] to find [tex] P^{r-s} [/tex].

Certainly [tex] r-s \leq n! [/tex]

I do not quite see how this answers the question.
I understand that there are n! permutation matrices.

That two powers of P must be the same is also understandable, since taking powers of P just rearranges the rows. Since there are a finite number of ways to rearrange the rows, two powers will eventually be the same.

The two other points, I do not understand.

Would someone be so kind to explain this to me in some detail?

Thanks
 
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  • #2
Dafe said:
Eventually, two powers of [tex] P [/tex] must be the same:
[tex] P^r = P^s [/tex]

Miltiply [tex] (P^{-1})^s [/tex] to find [tex] P^{r-s} [/tex].
You are missing two key things here. Eventually two different powers of [itex]P[/itex] must be the same:

[tex]P^r = P^s\quad, r \ne s[/tex]

You can assume that [itex]r>s[/itex]. The other thing you are missing is that you need to multiply both sides of the equality by the inverse of [itex]P^s[/itex].

See if you can take it from here.
 
  • #3
Hi D H,

Is this what you are leading me towards:
[tex] P^r(P^s)^{-1} = P^s(P^s)^{-1} [/tex]

[tex] P^{(r-s)} = P^0 [/tex]

[tex] P^{(r-s)} = I [/tex]

Thank you.
 

FAQ: Powers of a permutation matrix.

What is a permutation matrix?

A permutation matrix is a square matrix that represents a permutation of the rows or columns of an identity matrix. It is used to rearrange the elements of a vector or matrix according to a specific order.

What are the properties of a permutation matrix?

Permutation matrices are square, with all entries being either 0 or 1. Each row and column has exactly one entry equal to 1, and all other entries are 0. The product of any two permutation matrices is also a permutation matrix.

How do you calculate the power of a permutation matrix?

The power of a permutation matrix can be calculated by multiplying the matrix by itself the desired number of times. For example, to find the 3rd power of a permutation matrix, you would multiply it by itself twice.

What is the significance of a permutation matrix in linear algebra?

Permutation matrices play a crucial role in linear algebra, as they can be used to represent and manipulate linear transformations. They are also used in solving systems of linear equations and in diagonalizing matrices.

Can a permutation matrix be inverted?

Yes, a permutation matrix is its own inverse. This means that by applying the same permutation twice, you will end up with the original matrix. Therefore, the inverse of a permutation matrix is the matrix itself.

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