Proving Cauchy Sequences with Cosine Function

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Homework Help Overview

The problem involves proving that a sequence defined by the recurrence relation X_{n+1} = cos(X_n) is a Cauchy sequence. The original poster expresses difficulty in applying the conditions for Cauchy sequences to this specific case, despite understanding the general requirements.

Discussion Character

  • Exploratory, Assumption checking, Problem interpretation

Approaches and Questions Raised

  • Participants discuss the definition of Cauchy sequences, particularly the need to show that for any chosen ε > 0, there exists an N such that for all m, n > N, |X_m - X_n| < ε. Some suggest using the provided inequality |X_{n+1} - X_n| ≤ 2^{(1-n)} as a starting point for establishing this condition.

Discussion Status

There is an ongoing exploration of how to incorporate ε into the proof. Some participants suggest specific values for ε and discuss the implications of choosing m = n + 1 versus general m and n. Others question the validity of certain assumptions and encourage a more rigorous approach to defining N in relation to ε.

Contextual Notes

Participants note that the original problem may have been preceded by a proof or assumption regarding the behavior of the cosine function, which could influence the analysis of the sequence. There is also mention of constraints related to the definitions used in different contexts.

Dollydaggerxo
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Homework Statement

Well, my problem is proving that sequences are in fact Cauchy sequences. I know all the conditions that need to be satisfied yet I cannot seem to apply it to questions. (Well, only the easy ones!)

My question is, prove that [tex]X_{n}[/tex] is a Cauchy sequence, given that [tex]X_{n+1}= f(X_{n})[/tex] where f(x)=cos(x).

I have been told that [tex]|X_{n+1}-X_{n}| \leq 2^{(1-n)}[/tex]

The attempt at a solution

Well basically, I tried using m,n>N and N>0 and m>n>N to say that

[tex]|X_m-X_n| = cos(X_{m-1}) - cos(X_{n-1})[/tex]

because this is the way i was doing it for simpler sequences.

However, I haven't got a clue where I would go from here which leads me to thinking I have gone the wrong way about it!
Any help would be greatly appreciated.
Thanks
 
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OK, how do we prove that something is a Cauchy sequence?

First, a very mean man who hates undergrad analysis students is going to choose an [itex]\epsilon > 0[/itex]. What we have to do is, for whatever [itex]\epsilon[/itex] he chooses, be able provide a number N such that for any two numbers m and n that are both greater than N,

[tex]|{X_n - X_m}| < \epsilon[/tex].

If we can do this, then it's a Cauchy sequence.

So now it would be nice if we were able to do cool things with [itex]cos X_{m-1}[/itex], but I don't really see how that's going to help us. However, the inequality they told you about looks promising. Try to figure out a way to provide a number N in response to any [itex]\epsilon[/itex] using that inequality.
 
Hello, thanks for the reply.

Here is what I have done:

Take m,n>N
N>0
[tex]\epsilon > 0[/tex]

Take m = n+1 then

[tex]|X_m-X_n| \leq 2^{1-n} \leq 2^{-n}[/tex]

But then i don't know where to fit epsilon into it?

I actually have the answer in front of me, but it doesn't use epsilon at all, or N, which is what I have been used to using. So I wanted to see if there was a way to do it with them included.
 
What definition of Cauchy sequences are you using that doesn't contain an epsilon? Maybe there is some other variable used, like a lot of calculus textbooks now use "h" instead of [itex]\DELTA x[/itex] in the definition of a derivative?

In any event, you're not allowed to choose m and n; the inequality has to be true for ANY m and n which are both greater than N. Otherwise, you'd have the following (FLAWED) proof:

Let [itex]\{ x_n \} = \ln x[/itex]. Let [itex]m = n+1[/itex]. Then [itex]|X_m - X_n| = | \ln (n+1) - \ln n | = \ln \frac{n+1}{n}[/itex].

Now [itex]\lim_{n \rightarrow \infty} \ln \frac{n+1}{n} = 0.[/itex] Hence for any [itex]\epsilon[/itex], there is an N such that for n > N [itex]\ln \frac{n+1}{n}[/itex] < [itex]\epsilon[/itex]. So [itex]\{ x_n \}[/itex] is Cauchy.

Of course, this isn't true; ln x doesn't converge at all.
 
Yes I thought that was odd. But it is a follow on question so perhaps they had proved it before, I'm not sure.
But I want to be able to do it just based on this.

So I can't take m = n+1, that makes sense. I was just clutching at straws really, trying to use the inequality provided.

So could we take [tex]\epsilon > 0[/tex] and then we have [tex]|X_m-X_n| \leq 2^{1-n}[/tex]
but m,n>N, so if we take N > 1

[tex]|X_m-X_n| \leq 2^{1-n} \leq 2^{1-N} \leq 2^{-N}[/tex]

Is that wrong to just assume that?
Sorry, I am not very good at these at all! Thanks for your patience :)
 
You might try doing this.

Let [itex]\epsilon = .1[/itex].

Now give me N such that that no matter what m and n I choose greater than N, [itex]| X_m - X_n | < \epsilon[/itex].

Then try it for [itex]\epsilon = .001[/itex]. Then .00001, etc, until you get the method down.

Then generalize so that you can give me an N for any [itex]\epsilon[/itex] I choose.

Then in your proof, just write down the method of generating Ns in response to an [itex]\epsilon[/itex] and show that it makes [itex]| X_m - X_n | < \epsilon[/itex].

There will be a DIFFERENT N for each [itex]\epsilon[/itex], by the way. As [itex]\epsilon[/itex] gets smaller, N gets bigger.
 
you don't have to go back to the cauchy definition, perhaps it was proven somewhere that either

[tex]| a_{n} - a_{n+1} | \leq c^{n}[/tex] where |c| < 1
or
[tex]| a_{n} - a_{n+1} | \leq c^{-n}[/tex]
implies that the sequence is cauchy. In both cases, you can obviously see that as n gets large, c^n (where 0 < c < 1) or c^(-n) can be made arbitrarily small.

even if it was not proven formally anywhere, you can still use this
 
Okay that sort of makes sense, i have C defined in the set [-1,1] in a previous question. (if it is the same C !)
but what about the [tex]2^{n-1}[/tex]
where does that come in in terms of C ?
 
[tex]2^{1-n}[/tex] becomes small as n becomes large
 

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