Proving Convergent Sequence of x^t to 0

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Homework Help Overview

The discussion revolves around proving that the sequence ##\left\{x^t\right\}_{t=1}^{\infty}##, defined as ##x^t = \frac{2t+5}{t^2+7}##, converges to ##0## as ##t## approaches infinity. Participants are exploring the definition of convergence and how to apply it to this specific sequence.

Discussion Character

  • Exploratory, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the need to simplify the expression for ##x^t## to demonstrate convergence. There are attempts to establish inequalities involving the numerator and denominator. Questions arise about the validity of certain simplifications and the conditions under which they hold.

Discussion Status

The discussion is ongoing, with various participants providing insights and questioning assumptions. Some have suggested specific values for ##N## and explored the implications of inequalities for large ##t##. There is a mix of agreement and clarification on the steps needed to show convergence.

Contextual Notes

Participants are working under the constraints of the problem statement and the definition of convergence. There is an emphasis on the behavior of the sequence as ##t## approaches infinity, with some noting that concerns about small values of ##t## are less relevant in this context.

squenshl
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Homework Statement


Show, from the definition of what it means for a function to converge to a limit, that the sequence ##\left\{x^t\right\}_{t=1}^{\infty}## with ##x^t = \frac{2t+5}{t^2+7}## converges to ##0## as ##t## goes to infinity.

Homework Equations


A sequence converges to ##x^0 \in X## if for any ##\epsilon > 0##, there is ##N \in \mathbb{N}## such that if ##t > N##, then ##d(x^t,x^0) < \epsilon##.

The Attempt at a Solution


To show that ##x^t = \frac{2t+5}{t^2+7}## converges to ##0## we must, for any ##\epsilon > 0##, find a value ##N## such that if ##t > N##, then
$$\left|\frac{2t+5}{t^2+7} - 0\right| = \left|\frac{2t+5}{t^2+7}\right| < \epsilon$$.
Now sure how to simplify ##x^t## to show that it is less than or equal to some much simpler expression in ##t## that can clearly be made less than any given ##\epsilon## by choosing ##n## large enough. Please help.
 
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First, you could note that ##t^2 +7 > t^2##
 
Since t is positive so is the fraction so you can drop the absolute value sign: \frac{2t+ 5}{t^2+ 7}&lt; \epsilon so 2t+ 5&lt; \epsilon(t^2+ 7). For what t is \epsilon t^2- 2t+ 7\epsilon- 5&gt; 0?
 
squenshl said:

Homework Statement


Show, from the definition of what it means for a function to converge to a limit, that the sequence ##\left\{x^t\right\}_{t=1}^{\infty}## with ##x^t = \frac{2t+5}{t^2+7}## converges to ##0## as ##t## goes to infinity.

Homework Equations


A sequence converges to ##x^0 \in X## if for any ##\epsilon > 0##, there is ##N \in \mathbb{N}## such that if ##t > N##, then ##d(x^t,x^0) < \epsilon##.

The Attempt at a Solution


To show that ##x^t = \frac{2t+5}{t^2+7}## converges to ##0## we must, for any ##\epsilon > 0##, find a value ##N## such that if ##t > N##, then
$$\left|\frac{2t+5}{t^2+7} - 0\right| = \left|\frac{2t+5}{t^2+7}\right| < \epsilon$$.
Now sure how to simplify ##x^t## to show that it is less than or equal to some much simpler expression in ##t## that can clearly be made less than any given ##\epsilon## by choosing ##n## large enough. Please help.


If you do not want the smallest possible ##N## giving ##|x_t| < \epsilon## for ## t > N##, but are satisfied with some ##N = N(\epsilon)## that 'works', the problem is quite straightforward. Do you agree that for ##t \geq 1## the numerator is ##\leq 7t##? Do you agree that the denominator is ##> t^2##?
 
Yup that's obvious so is it as easy as saying ##\frac{2t}{t^2} = \frac{2}{t} < \epsilon##.
 
squenshl said:
Yup that's obvious so is it as easy as saying ##\frac{2t}{t^2} = \frac{2}{t} < \epsilon##.
Well, no: ##5 + 2 \neq 2##.
 
Then I'm a little stuck. That ##t^2## has lost me. It's easy if it's just ##t##.
 
squenshl said:
Then I'm a little stuck. That ##t^2## has lost me. It's easy if it's just ##t##.

##\frac{7t}{t^2} = \frac{7}{t}##. Note that the original numerator is ##7 t##, not ##2 t## as you wrote (but otherwise you did exactly the same simplification, using 2 instead of 2+5 = 7).
 
Ok why is the numerator ##\leq 7t## for ##t > 0##??
 
  • #10
squenshl said:
Ok why is the numerator ##\leq 7t## for ##t > 0##??

It isn't, and I never claimed it was. Go back and read what I wrote, word-for-word.
 
  • #11
So is it as easy as saying ##\frac{7t}{t^2} = \frac{7}{t} < \epsilon##??
 
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  • #12
EDIT:
squenshl said:
So is it as easy as saying ##\frac{7t}{t^2} = \frac{7}{t} < \epsilon##??

Only if you understand how you got there...
Solve the two inequalities in terms of ##t##:

##2t + 5 \leq 7t##

and

##\frac{1}{t^2 + 7} \leq \frac{1}{t^2}##

What relationship do you get for t in each one? What does ##\left\{x^t\right\}_{t=1}^{\infty}## dictate for t?

If ##A \leq B## and ##B < C##, then ##A < C##, yes?
 
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  • #13
For the first one ##t \geq 1## and second one ##t > 0##. Where am I going with this??
 
  • #14
So ##\frac{2t+5}{t^2+7} \leq \frac{7t}{t^2} = \frac{7}{t}## for ##t > 0##??
 
  • #15
squenshl said:
So ##\frac{2t+5}{t^2+7} \leq \frac{7t}{t^2} = \frac{7}{t}## for ##t > 0##??
Perfect! That's very good. (except it's for ##t \geq 1##, look at post #13 again... And our sequence specifies valid values for t (also t > n, which is a natural number...). Is our inequality ever violated?)

And if we can show ##\frac{7}{t} < \epsilon##, then we know that ##\frac{2t+5}{t^2+7} < \epsilon##, right?

If ##n \in \mathbb{N}##, is ##(7 \times n) \in \mathbb{N}##, as well?
If ##t > n## does it hold that ##7 \times t > 7 \times n##?

(Note: I will use lowecase n because I don't want to make it confusing between the variable and the set)
 
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  • #16
Sorry, you were wrong in #13 and I didn't catch it. It's a minor error, but

##\frac{1}{t^2 + 7} \leq \frac{1}{t^2}##

##t^2 \leq t^2+7##

## 0 \leq 7##

thus, the second inequality is always true.
 
  • #17
squenshl said:
So ##\frac{2t+5}{t^2+7} \leq \frac{7t}{t^2} = \frac{7}{t}## for ##t > 0##??

One thing you're missing is that you don't need inequalities to hold for all ##t > 0##. If you are taking the limit ##t \rightarrow \infty## then you can look for inequalities that hold for large enough t. For example,

For ##t > 5## we have ##2t + 5 < 3t##
 
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  • #18
So ##t\geq 1##.
krebs said:
Sorry, you were wrong in #13 and I didn't catch it. It's a minor error, but

##\frac{1}{t^2 + 7} \leq \frac{1}{t^2}##

##t^2 \leq t^2+7##

## 0 \leq 7##

thus, the second inequality is always true.
 
  • #19
Not sure what u mean here.
PeroK said:
One thing you're missing is that you don't need inequalities to hold for all ##t > 0##. If you are taking the limit ##t \rightarrow \infty## then you can look for inequalities that hold for large enough t. For example,

For ##t > 5## we have ##2t + 5 < 3t##
 
  • #20
I chose ##N > \frac{7}{\epsilon}## and we shall have if that ##t > N##, then $$\left|\frac{2t+5}{t^2+7}\right| < \epsilon.$$
 
  • #21
squenshl said:
Not sure what u mean here.

What you are trying to do with this problem is show what happens to your function as ##t \rightarrow \infty##. This means that when you are working with your function, you can assume that ##t## is greater than a given value. Any concerns about what happens if ##t = 0## or ##t = 1## are irrelevant to the limit. Let me given you an example.

Suppose I wanted to show that ##t^3 + 6t^2 - 15t + 173 \rightarrow \infty## as ##t \rightarrow \infty##

Well, I could try to solve cubic equations. But, instead, I would do something like this:

For ##t > 0, \ t^3 + 6t^2 - 15t + 173 > t^3 - 15t = t(t^2 - 15)##

For ##t > 4, \ t(t^2 - 15) > t##

Hence, for ##t > 4, \ t^3 + 6t^2 - 15t + 173 > t##

And, then it's very easy.
 
  • #22
Ok thanks!
PeroK said:
What you are trying to do with this problem is show what happens to your function as ##t \rightarrow \infty##. This means that when you are working with your function, you can assume that ##t## is greater than a given value. Any concerns about what happens if ##t = 0## or ##t = 1## are irrelevant to the limit. Let me given you an example.

Suppose I wanted to show that ##t^3 + 6t^2 - 15t + 173 \rightarrow \infty## as ##t \rightarrow \infty##

Well, I could try to solve cubic equations. But, instead, I would do something like this:

For ##t > 0, \ t^3 + 6t^2 - 15t + 173 > t^3 - 15t = t(t^2 - 15)##

For ##t > 4, \ t(t^2 - 15) > t##

Hence, for ##t > 4, \ t^3 + 6t^2 - 15t + 173 > t##

And, then it's very easy.
 
  • #23
I think you might be caught up on the wrong things. We are working backwards along the following proof. Normally I wouldn't post an entire proof, but you've already solved the problem. I want to make sure you have a complete understanding of how that solution worked.

  1. There exists a natural number ##a##, such that ##x > a## satisfies the inequality: ##\frac{1}{x} < \epsilon## This is known/obviously true because ##\lim_{x \to ∞} \frac{1}{x} = 0 < \epsilon##
  2. ##\frac{7}{7x} < \epsilon## 1
  3. ##\{7, a\} \in ℕ## 1 and definition of ℕ
  4. ##7a \in ℕ## 3 and closure of ℕ for multiplication
  5. let ##n = 7a##
    let ##t = 7x##
  6. ##7x > 7a## 1
    ##t > n## 1,5 and 7x > 7a
  7. ##n \in ℕ## 4,5
  8. ##\frac{7}{t} < \epsilon## 2, 5
    ##\frac{7t}{t^2} < \epsilon##
    To recap: We have shown that there exists a number "n" in ℕ, and that if t > n, then ##\frac{7}{t} < \epsilon##. The rest if the proof is algebra to show that ##\frac{5+2t}{t^2+7} < \frac{7}{t} < \epsilon##
  9. ##7 > 0## axiom
    ##t^2 + 7 > t^2##
    ##\frac{1}{t^2} > \frac{1}{t^2+7}##
    ##\frac{7t}{t^2} > \frac{7t}{t^2+7}##
  10. ##t > 1## This is a new constraint on our solution that t is greater than 1, but it doesn't matter because we can make n (and therefore t) arbitrarily large
    ##5t > 5##
    ##7t > 5+2t##
    ##\frac{7t}{t^2+7} > \frac{5+2t}{t^2+7}##
  11. ##\frac{5+2t}{t^2+7} < \frac{7t}{t^2+7} < \frac{7t}{t^2} < \epsilon## 10, 9, 8

∴ ##\frac{5+2t}{t^2+7} < \epsilon## 11, and ##t > n## 6, and ##n \in ℕ## 7
 
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  • #24
squenshl said:
So ##t\geq 1##.

You were the one that said ##\{x_t\}_{t=1}^{\infty}## in post # 1, so that means you want ##t = 1, 2, 3, \ldots##. In other words, you only care about ##t \geq 1##. But, in fact, to analyze what happens as ##t \to \infty## you could assume ##t > 1,000,000## if you wanted to---because eventually you will be taking ##t## larger than any number you can name or write down. That's what ##t \to \infty## means.

So, ##t \geq 1##, agreed? Now, for ##t \geq 1## we have ##5 \leq 5 t##, so ##2t + 5 \leq 2t + 5t = 7t##. That's all there is to it: just basic properties of numbers.

You also have ##t^2 + 7 > t^2##, so for ##t \geq 1## you have
0 &lt; \frac{2t+5}{t^2+7} &lt; \frac{7t}{t^2} = \frac{7}{t}
 
  • #25
If you don't like the given sequence, you can work the problem on a simple equivalent in a neighborhood of ##+\infty##.
 

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