Mathematical Induction on two Matrices

Click For Summary

Homework Help Overview

The discussion revolves around proving a statement involving the powers of a specific 2x2 matrix through mathematical induction. The matrix in question is (1 1; 0 1), and the goal is to show that (1 1; 0 1)^n = (1 n; 0 1) for positive integers n.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning, Problem interpretation

Approaches and Questions Raised

  • Participants discuss the initial steps of mathematical induction, including substituting values for n and k. There are questions about how to apply the induction hypothesis to derive results for A^{n+1}. Some participants express confusion about matrix multiplication and its implications in this context.

Discussion Status

The discussion is ongoing, with participants exploring various interpretations of the induction process and questioning the assumptions related to matrix multiplication. Some guidance has been provided regarding the relationship between A^n and A^{n+1}, but clarity is still sought on how to effectively apply these concepts to the problem at hand.

Contextual Notes

There is a noted difficulty in understanding how to perform induction with matrices, as well as concerns about the validity of certain matrix operations being discussed. Participants are also grappling with the definitions and properties of the matrices involved.

Siann122
Messages
37
Reaction score
0

Homework Statement


(1 1)^n = (1 n)
(0 1) (0 1)

Prove this through mathematical induction.

Homework Equations

The Attempt at a Solution


I've replaced n with 1, so I've done that far.
Then I said k = n.
Then replaced all n with (k+1).
I'm really stuck on actually proving this though as it's two matrices. I suspect it may have something to do with matrix multiplication?
Thanks for any help guys.
 
Physics news on Phys.org
Fredrik said:
If you know that ##A^n=B(n)##, then what can you say about ##A^{n+1}##?

FAQ post about how to type math at Physics Forums.

So An+1 = B(n+1). (Or at least to do induction I would assume this to be true).

Still have kind of lost me though, how do I apply this to the question?
 
Siann122 said:
So An+1 = B(n+1).
No. In your problem that would be what you're supposed to prove. In other problems it wouldn't even be true.

Don't you see any way to use the assumption ##A^n=B(n)## to say something about ##A^{n+1}##?
 
Fredrik said:
Don't you see any way to use the assumption ##A^n=B(n)## to say something about ##A^{n+1}##?

That's my primary issue.

Normally if there was An+1 I'd assume that A * An = B(n). I don't really know where else to go with that, I simplified both matrices down.
 
Siann122 said:
That's my primary issue.

Normally if there was An+1 I'd assume that A * An = B(n).
The equality ##AA^n=B(n)## doesn't follow from the assumption ##A^n=B(n)##. In fact it contradicts it (for most choices of A and B, including the one in your problem).
 
Fredrik said:
The equality ##AA^n=B(n)## doesn't follow from the assumption ##A^n=B(n)##. In fact it contradicts it (for most choices of A and B, including the one in your problem).

Then I'm honestly stuck given that I'm not exactly sure what you're asking, as I've never done induction with matrices before and my book doesn't explain how to do it with matrices specifically. I know that's a piss poor excuse but wrapping my head around it as a matrix as opposed to say a set or a statement seems to be significantly more difficult.
 
I don't know what obstacles you have put up for yourself, so I'm not sure what I can tell you to get you past them. The problem I asked you to solve is extremely trivial. In particular you don't have to know anything about induction to solve it. Maybe knowing that will help?

What does the equality ##A^n=B(n)## tell you about ##A^{n+1}##?

This is no harder than the following problem: Suppose that x and y are real numbers such that ##x^5=y##. What does this assumption tell us about ##x^6##?
 
If (1 1) is a matrix, then how can (1 1)2 even make sense?
 
  • #10
Any replies I'm making from here on in are me blundering in the dark. This logic thing I'm really struggling with because I seem to not have any :P.

As for CAF123's response, because the matrix is now (1x1 1x1) = (1 1). I don't get how that relates at all because the only way that that works is because it's using 1's in the matrix, any other number and it wouldn't make sense?
 
  • #11
Siann122 said:
As for CAF123's response, because the matrix is now *(1x1 1x1) = (1 1)* . I don't get how that relates at all because the only way that that works is because it's using 1's in the matrix, any other number and it wouldn't make sense?

How did you get this *? That is not how matrix multiplication works. I don't see how we can define the matrix product (1 1)(1 1). Do you agree or am I missing something?
 
  • #12
CAF123, the problem is to prove that for all positive positive integers n, we have
$$\begin{pmatrix}1 & 1\\ 0 & 1\end{pmatrix}^n=\begin{pmatrix}1 & n\\ 0 & 1\end{pmatrix}.$$
Siann122, can you at least try to answer the question about the real numbers x and y?
 
  • #13
Fredrik said:
CAF123, the problem is to prove that for all positive positive integers n, we have
$$\begin{pmatrix}1 & 1\\ 0 & 1\end{pmatrix}^n=\begin{pmatrix}1 & n\\ 0 & 1\end{pmatrix}.$$

I see, I was wondering what those trailing (0 1) matrices were, thanks.
 
  • #14
Sian122, If
\begin{pmatrix}1 & 1 \\ 0 & 1 \end{pmatrix}^n= \begin{pmatrix}1 & n \\ 0 & 1 \end{pmatrix}
then
\begin{pmatrix}1 & 1 \\ 0 & 1 \end{pmatrix}^{n+1}= \begin{pmatrix}1 & 1 \\ 0 & 1 \end{pmatrix}\begin{pmatrix}1 & 1 \\ 0 & 1\end{pmatrix}^n= \begin{pmatrix}1 & 1 \\ 0 & 1 \end{pmatrix}\begin{pmatrix}1 & n \\ 0 & 1\end{pmatrix}
What is that last product equal to?
 

Similar threads

  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 7 ·
Replies
7
Views
1K
Replies
5
Views
2K
  • · Replies 23 ·
Replies
23
Views
2K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 9 ·
Replies
9
Views
3K
  • · Replies 4 ·
Replies
4
Views
5K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 19 ·
Replies
19
Views
4K