Femtobytes
Problem type

Limit of a sequence from the definition

What it solves
Prove that a sequence of the form (an + b) / (cn + d) converges to its limit, using only the definition of convergence: for every tolerance epsilon, find the position M after which every term is within epsilon of the limit.
Subject
Real Analysis
Topic
Limits from the definition
Also called
epsilon N, convergence of a sequence, sequence converges, limit of a sequence
Your problem

Prove this limit using only the definition of convergence, then try the proof out with the tolerance ε=110\varepsilon = \frac{1}{10}.

lim⁡n→∞3n+12n−5=32\lim_{n \to \infty} \frac{3 n + 1}{2 n - 5} = \frac{3}{2}
Invent a new one:
The problem

Prove this limit using only the definition of convergence, then try the proof out with the tolerance ε=110\varepsilon = \frac{1}{10}.

lim⁡n→∞3n+12n−5=32\lim_{n \to \infty} \frac{3 n + 1}{2 n - 5} = \frac{3}{2}
The result
lim⁡n→∞3n+12n−5=32\lim_{n \to \infty} \frac{3 n + 1}{2 n - 5} = \frac{3}{2}

Proved. Given any tolerance ε>0\varepsilon > 0, every natural number M>174ε+52M > \frac{17}{4 \varepsilon} + \frac{5}{2} works.

checked 22 lines of this solution were evaluated with exact arithmetic before it was shown to you. A solution with a false line is never served.
Picture 1 of 7Step 1: Guess the limit, then say exactly what must be proved
M for εM for the stricter one102030405060708090100110120130What the definition is asking for∀ε > 0 (for EVERY tolerance, however small) ∃M (there is a position) ∀n ≥ M (every term from there on): |xₙ − L| < ε (is inside)Shrink the tolerance and M moves further out. That dependence of M on ε IS the definition.11.21.821.51.61.4n, the position in the sequence (1st term, 2nd term, and so on)the value of the term xₙLL + εL − εx46 = 1.598, the first inside
The definition drawn twice over. The wider band is one tolerance and the line marked for it is the position from which every term stays inside. The narrower band is a stricter tolerance, and its position sits further out. The definition demands that a position can be found for EVERY tolerance, however small, which is why no single picture can prove it and why the rest of this page is an argument rather than a drawing. Here L=32L = \frac{3}{2} and ε=110\varepsilon = \frac{1}{10}. A small triangle at the edge marks a term too far away to fit on the drawing. Position M = 46 lies beyond the right edge of this drawing.
2468101214161820The terms of the sequence, and the level they approachL is the limit being claimed.-505101.5n, the position in the sequence (1st term, 2nd term, and so on)the value of the term xₙL
The terms of the sequence, and the level they seem to be heading for. Seeming is not proof: the rest of this is what turns a picture like this into one. Here L=32L = \frac{3}{2}. A small triangle at the edge marks a term too far away to fit on the drawing.
1

Guess the limit, then say exactly what must be proved

Why this step

A proof from the definition needs a target before it can start: the definition only lets us CHECK a candidate limit, it never produces one. So we first find the candidate by asking what happens to the fraction when nn is enormous.

When nn is huge, the fixed numbers 11 and −5-5 are tiny luggage next to the terms that grow with nn. Dividing the top and the bottom by nn makes this visible:

xn=3n+12n−5=3+1n2−5nx_n = \frac{3 n + 1}{2 n - 5} = \frac{3 + \frac{1}{n}}{2 - \frac{5}{n}}
Divide top and bottom by nn. This changes nothing, because it is multiplying by 1/n1/n=1\frac{1/n}{1/n} = 1.

As nn grows, anything of the form fixed numbern\frac{\text{fixed number}}{n} shrinks toward 00, so the fraction heads toward 32\frac{3}{2}. That is a guess, not yet a proof. The proof is the rest of this page.

Claim: lim⁡n→∞3n+12n−5=32\text{Claim: } \lim_{n \to \infty} \frac{3 n + 1}{2 n - 5} = \frac{3}{2}
This is what we will prove, with L=32L = \frac{3}{2}.
2

Measure the distance between a term and the limit

Why this step

The definition talks about one quantity only, the distance ∣xn−L∣\left| x_n - L \right|. Right now it is a difference of two fractions, and we cannot see how it depends on nn. We simplify it until nn appears in exactly one place, because then we can solve for nn.

∣3n+12n−5−32∣\displaystyle \left| \frac{3 n + 1}{2 n - 5} - \frac{3}{2} \right|==∣2(3n+1)−3(2n−5)2(2n−5)∣\displaystyle \left| \frac{2 \left( 3 n + 1 \right) - 3 \left( 2 n - 5 \right)}{2 \left( 2 n - 5 \right)} \right|
Give both fractions the same bottom, 2(2n−5)2 \left( 2 n - 5 \right): multiply the first fraction top and bottom by 22, and the second top and bottom by (2n−5)\left( 2 n - 5 \right). Then subtract top from top. checked
==∣6n+2−6n+152(2n−5)∣\displaystyle \left| \frac{6 n + 2 - 6 n + 15}{2 \left( 2 n - 5 \right)} \right|
Multiply out the brackets on top. Take care with the second bracket: the minus sign in front of it reaches every term inside. checked
==∣2+152(2n−5)∣\displaystyle \left| \frac{2 + 15}{2 \left( 2 n - 5 \right)} \right|
The two terms containing nn are 6n6 n and −6n-6 n. They are opposites, so together they make 00. This is no accident. We chose L=32L = \frac{3}{2} precisely so that the growing parts match; any other candidate would leave an nn on top and the distance would not shrink. checked
==∣172(2n−5)∣\displaystyle \left| \frac{17}{2 \left( 2 n - 5 \right)} \right|
Work out the top: 2+15=172 + 15 = 17. checked
==172∣2n−5∣\displaystyle \frac{17}{2 \left| 2 n - 5 \right|}
The absolute value of a quotient is the quotient of the absolute values: ∣17∣=17\left| 17 \right| = 17, and 22 is already positive so it comes out of the bars unchanged. checked
3

Remove the absolute value bars on the bottom

Why this step

Bars block algebra: we cannot multiply an inequality through by ∣2n−5∣\left| 2 n - 5 \right| and solve for nn while nn is locked inside them. A quantity that is positive equals its own absolute value, so we find where the bottom is positive and work there.

2n−5>02 n - 5 > 0
This is what we want.
2n>52 n > 5
Add 55 to both sides. Adding the same number to both sides never changes which side is bigger. checked
n>52n > \frac{5}{2}
Divide both sides by 22. Dividing by a POSITIVE number keeps the inequality sign as it is. checked

So the bottom is positive exactly when n>52n > \frac{5}{2}, which for natural numbers means n≥3n \ge 3. For those nn, ∣2n−5∣=2n−5\left| 2 n - 5 \right| = 2 n - 5. We are free to ignore the first few terms: the definition only cares about what happens from some position MM onward, and we will make sure M≥3M \ge 3.

∣3n+12n−5−32∣=172(2n−5)\left| \frac{3 n + 1}{2 n - 5} - \frac{3}{2} \right| = \frac{17}{2 \left( 2 n - 5 \right)}
The result of the previous step, with the bars removed, valid for n≥3n \ge 3. checked
4

Rough work: how large must n be?

Why this step

A proof is READ forwards but FOUND backwards. We start from the inequality we want, ∣xn−L∣<ε\left| x_n - L \right| < \varepsilon, and rewrite it, losing nothing at each move, until it says plainly how large nn must be. That tells us which MM to announce. This is rough work, not yet the proof.

172(2n−5)<ε\frac{17}{2 \left( 2 n - 5 \right)} < \varepsilon
What we want, using the simplified distance.
17<2ε(2n−5)17 < 2 \varepsilon \left( 2 n - 5 \right)
Multiply both sides by 2(2n−5)2 \left( 2 n - 5 \right). It is positive, so the inequality sign stays as it is. checked
172ε<2n−5\frac{17}{2 \varepsilon} < 2 n - 5
Divide both sides by 2ε2 \varepsilon, which is positive because ε>0\varepsilon > 0. checked
172ε+5<2n\frac{17}{2 \varepsilon} + 5 < 2 n
Add 55 to both sides. The same number on both sides never changes which side is bigger. checked
n>174ε+52n > \frac{17}{4 \varepsilon} + \frac{5}{2}
Divide both sides by 22, which is positive, and read the inequality from right to left. Now nn stands alone. checked
5

Announce the rule for M

Why this step

The sceptic hands us ε\varepsilon; the rough work says the terms behave once nn is past 174ε+52\frac{17}{4 \varepsilon} + \frac{5}{2}. So we answer with any natural number beyond that value. We must also be sure such a natural number EXISTS, and that is not free: it is a property of the real numbers.

Choose a natural number M with M>174ε+52\text{Choose a natural number } M \text{ with } \quad M > \frac{17}{4 \varepsilon} + \frac{5}{2}
Such an MM exists by the Archimedean property: given any real number, there is a natural number larger than it. The natural numbers never run out below a ceiling.

Notice how the rule behaves: a smaller ε\varepsilon makes 174ε\frac{17}{4 \varepsilon} larger, so MM moves further out. A stricter sceptic forces us deeper into the sequence, but never beyond reach. That dependence of MM on ε\varepsilon is the heart of convergence.

This choice also guarantees M≥3M \ge 3, as we promised: M>174ε+52>52M > \frac{17}{4 \varepsilon} + \frac{5}{2} > \frac{5}{2} because 174ε\frac{17}{4 \varepsilon} is positive.

6

The proof, written forwards

Why this step

Rough work convinces US; a proof must convince the sceptic, and it has to run in the order the definition demands: first ε\varepsilon arrives, then we name MM, then we take ANY n≥Mn \ge M and show the distance is under ε\varepsilon. Here it is, with every relation justified.

Let ε>0\varepsilon > 0 be given. Choose M∈NM \in \mathbb{N} with M>174ε+52M > \frac{17}{4 \varepsilon} + \frac{5}{2}. Let n≥Mn \ge M. (Here N\mathbb{N} is the set of natural numbers 1,2,3,…1, 2, 3, \ldots and ∈\in means "is a member of".)

First, a lower bound for the bottom:

2n−5\displaystyle 2 n - 5≥\ge2M−5\displaystyle 2 M - 5
Because n≥Mn \ge M and the number in front, 22, is positive: a larger nn gives a larger bottom. checked
>>2(174ε+52)−5\displaystyle 2 \left( \frac{17}{4 \varepsilon} + \frac{5}{2} \right) - 5
Because M>174ε+52M > \frac{17}{4 \varepsilon} + \frac{5}{2}: replace MM by this smaller value and the expression gets smaller. checked
==172ε+5−5\displaystyle \frac{17}{2 \varepsilon} + 5 - 5
Multiply out the bracket: 2⋅174ε=172ε2 \cdot \frac{17}{4 \varepsilon} = \frac{17}{2 \varepsilon}, and 2⋅52=52 \cdot \frac{5}{2} = 5. checked
==172ε\displaystyle \frac{17}{2 \varepsilon}
The +5+5 and the −5-5 are opposites and make 00. checked
>>0\displaystyle 0
A positive number divided by a positive number is positive. checked

So the bottom is positive, which lets us use the bar-free distance, and it is LARGER than 172ε\frac{17}{2 \varepsilon}. Now the distance itself:

∣3n+12n−5−32∣\displaystyle \left| \frac{3 n + 1}{2 n - 5} - \frac{3}{2} \right|==172(2n−5)\displaystyle \frac{17}{2 \left( 2 n - 5 \right)}
The simplified distance from before; the bottom is positive, so the bars are gone. checked
<<172⋅172ε\displaystyle \frac{17}{2 \cdot \frac{17}{2 \varepsilon}}
We replaced 2n−52 n - 5 by the smaller positive number 172ε\frac{17}{2 \varepsilon}. Dividing by something smaller gives something BIGGER, so the fraction grew. checked
==1717ε\displaystyle \frac{17}{\frac{17}{\varepsilon}}
On the bottom, 2⋅172ε=17ε2 \cdot \frac{17}{2 \varepsilon} = \frac{17}{\varepsilon}: the 22 on top cancels the 22 underneath. checked
==ε\displaystyle \varepsilon
Dividing by a fraction is multiplying by its flip: 17⋅ε17=ε17 \cdot \frac{\varepsilon}{17} = \varepsilon. checked
7

Test the rule with a real tolerance

Why this step

A rule for MM that has never been run on a number is only a claim. We play the sceptic ourselves, pick ε=110\varepsilon = \frac{1}{10}, and check the terms on both sides of the position our rule gives.

174ε+52=45\frac{17}{4 \varepsilon} + \frac{5}{2} = 45
Put ε=110\varepsilon = \frac{1}{10} into the rule. checked

The smallest natural number greater than that is M=46M = 46. The table computes the terms around that position exactly.

nnxnx_n∣xn−L∣\left| x_n - L \right|under ε\varepsilon?
454585\frac{8}{5}110=0.1\frac{1}{10} = 0.1no
464613987\frac{139}{87}17174≈0.097701\frac{17}{174} \approx 0.097701yes
474714289\frac{142}{89}17178≈0.095506\frac{17}{178} \approx 0.095506yes
484814591\frac{145}{91}17182≈0.093407\frac{17}{182} \approx 0.093407yes
Terms around position M = 46, tolerance 1/10