Convergence Proof: Show {n2 - n + 5} Increasing & {xn} Convergent

  • Thread starter Thread starter saddlepoint
  • Start date Start date
  • Tags Tags
    Convergence Proof
Click For Summary

Homework Help Overview

The discussion revolves around proving that the sequence {n² - n + 5} is increasing and subsequently demonstrating the convergence of the sequence {x_n}, defined as x_n = exp[(3n² - 3n + 14) / (n² - n + 5)]. Participants are exploring the implications of the given assumptions regarding the exponential function and its properties.

Discussion Character

  • Exploratory, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • Some participants attempt to show that {n² - n + 5} is increasing by comparing terms in the sequence, while others question the validity of their steps and suggest starting from known conditions, such as n > 0.
  • There is discussion about using the Sandwich Theorem to establish convergence for {x_n}, with participants expressing uncertainty about how to proceed without invoking certain properties of the exponential function.
  • Participants consider the Monotone Sequence Theorem and discuss the need to establish bounds for {x_n} to apply it effectively.

Discussion Status

The conversation is ongoing, with participants providing insights and suggestions for approaching the proof. Some guidance has been offered regarding the need for an upper bound for {x_n} and the importance of demonstrating that {n² - n + 5} is increasing. However, there is no explicit consensus on the best method to prove these points.

Contextual Notes

Participants note that there may be constraints on the values of n, as negative values could affect the behavior of the sequence {n² - n + 5}. The original poster is also restricted from using certain properties of the limit of the exponential function, which adds complexity to the problem.

saddlepoint
Messages
6
Reaction score
0

Homework Statement



Show that {n2 - n + 5} is increasing and hence show that {xn} is convergent when

{xn} = exp[(3n2 - 3n +14) / (n2 - n + 5)]

You may assume exp x < exp y when x < y, but may not use any properties of the limit of exp x as x → 3.

Homework Equations





The Attempt at a Solution



I tried to show xn+1 ≥ xn to show {n2 - n + 5} was increasing.

So I got (n+1)2 - (n+1) + 5 ≥ n2 - n + 5

Therefore n2 + n + 5 ≥ n2 - n + 5 and so n ≥ -n

Does this show that {n2 - n + 5} is increasing? Is it enough proof?

Going onto the next bit of the question. I assume because you can't use any properties of the limit of exp x as x → 3 that you must use the Sandwich Theorem? This being that when you have sequences such as:

{zn} ≤ {xn} ≤ {yn}

that if {zn} and {yn} converge, {xn} also must converge.

After this I'm not really too sure what to do, or whether this is actually the right way to approach this question.

Has anyone got any help that they could offer me please?
 
Physics news on Phys.org
saddlepoint said:

Homework Statement



Show that {n2 - n + 5} is increasing and hence show that {xn} is convergent when

{xn} = exp[(3n2 - 3n +14) / (n2 - n + 5)]

You may assume exp x < exp y when x < y, but may not use any properties of the limit of exp x as x → 3.

Homework Equations





The Attempt at a Solution



I tried to show xn+1 ≥ xn to show {n2 - n + 5} was increasing.

So I got (n+1)2 - (n+1) + 5 ≥ n2 - n + 5

Therefore n2 + n + 5 ≥ n2 - n + 5 and so n ≥ -n

Does this show that {n2 - n + 5} is increasing? Is it enough proof?
Kinda. Your steps are backwards. You generally shouldn't start with what you're trying to prove. Reverse the steps, starting with something given, like n>0.

Going onto the next bit of the question. I assume because you can't use any properties of the limit of exp x as x → 3 that you must use the Sandwich Theorem? This being that when you have sequences such as:

{zn} ≤ {xn} ≤ {yn}

that if {zn} and {yn} converge, {xn} also must converge.

After this I'm not really too sure what to do, or whether this is actually the right way to approach this question.

Has anyone got any help that they could offer me please?
You should be able to show the sequence increases monotonically. Do you have any theorems that apply to such a series to show it converges?
 
  • Like
Likes   Reactions: 1 person
Thanks for your reply!

vela said:
Kinda. Your steps are backwards. You generally shouldn't start with what you're trying to prove. Reverse the steps, starting with something given, like n>0.

I'm not really sure how to try to show it's increasing the other way around. I find it difficult because it's obvious looking at it that n2 - n + 5 is increasing but proving this in a formal proof is hard.

I don't think n > 0 necessarily so not sure where to start when reversing the steps like you said but the sequence itself {xn} > 0 as n2 + 5 ≥ n.

vela said:
You should be able to show the sequence increases monotonically. Do you have any theorems that apply to such a series to show it converges?

I know about the Monotone Sequence Theorem which is just that if a sequence is increasing/decreasing and is bounded above/below then it is converging. However, I can't see how you can use it in this case because you aren't allowed to use properties of the limit of exp x as x → 3.

Otherwise you could just divide {xn} = exp[(3n2 - 3n +14) / (n2 - n + 5)] through top and bottom by exp(n2) and it would leave you with a lowest upper bound of e3 and therefore as it's bounded above and is increasing then it must be convergent. I don't think you can do it this way, due to what's stated in the question.
 
saddlepoint said:
I know about the Monotone Sequence Theorem which is just that if a sequence is increasing/decreasing and is bounded above/below then it is converging. However, I can't see how you can use it in this case because you aren't allowed to use properties of the limit of exp x as x → 3.

Otherwise you could just divide {xn} = exp[(3n2 - 3n +14) / (n2 - n + 5)] through top and bottom by exp(n2) and it would leave you with a lowest upper bound of e3 and therefore as it's bounded above and is increasing then it must be convergent. I don't think you can do it this way, due to what's stated in the question.

You are told to assume that [itex]\exp[/itex] is strictly increasing, so monotone convergence is the correct approach.

What you can't do is say that [itex]\exp[/itex] is continuous, so that
[tex]\lim_{n \to \infty} \exp(a_n) = \exp\left(\lim_{n \to \infty} a_n\right)[/tex]
 
Last edited:
  • Like
Likes   Reactions: 1 person
wrong topic post sorry
 
pasmith said:
You are told to assume that [itex]\exp[/itex] is strictly increasing, so monotone convergence is the correct approach.

What you can't do is say that [itex]\exp[/itex] is continuous, so that
[tex]\lim_{n \to \infty} \exp(a_n) = \exp\left(\lim_{n \to \infty} a_n\right)[/tex]

Thanks for your reply!

I understand that the Monotone Convergence Theorem requires you to show {xn} is increasing and bounded above. However, I'm not sure how you can show it's bounded above without having to show the limit is exp(3).
 
saddlepoint said:
Thanks for your reply!

I understand that the Monotone Convergence Theorem requires you to show {xn} is increasing and bounded above. However, I'm not sure how you can show it's bounded above without having to show the limit is exp(3).

You just need an upper bound; [itex]e^4[/itex] will suffice.
 
  • Like
Likes   Reactions: 1 person
pasmith said:
You just need an upper bound; [itex]e^4[/itex] will suffice.

Ah right ok so by proving what's inside the brackets for {xn} ≤ 4 will be enough to prove that {xn} is bounded above.

Then use of the monotonic sequence theorem shows {xn} is converging.

Thanks for your help!
 
saddlepoint said:
I'm not really sure how to try to show it's increasing the other way around. I find it difficult because it's obvious looking at it that n2 - n + 5 is increasing but proving this in a formal proof is hard.

I don't think n > 0 necessarily so not sure where to start when reversing the steps like you said but the sequence itself {xn} > 0 as n2 + 5 ≥ n.
There has to be some condition on n because if you make n negative enough, ##a_n=n^2-n+5## will be decreasing. n is the index of the sequences, so it's (typically) greater than 0. Starting with n>0, you have:

n>0
2n>0
n>-n

and then just list the rest of your steps in reverse order.

The way I would have done it is to calculate what ##a_{n-1}-a_n## is and show the result is positive (with the assumption n>0), from which you can conclude that ##a_{n-1} \gt a_n##.
 

Similar threads

  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 7 ·
Replies
7
Views
2K
Replies
6
Views
7K
Replies
1
Views
2K
Replies
2
Views
1K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 6 ·
Replies
6
Views
3K
  • · Replies 37 ·
2
Replies
37
Views
5K
Replies
1
Views
3K