MATH 141 Calculus 2 • McGill University, Montreal

Revision sheet: sequences (MATH 141)

This sheet is not a summary of section 11.1 of Stewart: you already have the course notes. It answers one question only, what makes students lose marks on sequences in MATH 141 at McGill University, and which precise gesture avoids each loss.

Sequences look easy after MATH 140, and that is the danger: most limits are computed correctly and then lose half their marks for a missing justification. Every value below is exact and done by hand, as on the exam, and every trap comes with the sentence that earns the method mark.

The thread of the chapter

The limit of a sequence is decided by its TAIL, and every shortcut needs its permit first: L'Hôpital needs a function f(x)f(x) of a real variable, the squeeze needs two bounds with the SAME limit, a form 1∞1^\infty needs a logarithm, and the equation L=f(L)L = f(L) of a recursion needs a proof that the limit EXISTS before it is solved.

This chapter is part of MATH 141, Calculus 2 (McGill)

The essentials

A sequence lives on the integers: go through f(x) to use calculus

  • • an→La_n \to L means that ALL the terms from some rank on are as close to LL as we like. The first terms, even a thousand of them, decide nothing.
  • • Bridge theorem: if lim⁡x→∞f(x)=L\lim_{x\to\infty} f(x) = L and f(n)=anf(n) = a_n for every integer nn, then an→La_n \to L. This is the ONLY licence for L'Hôpital: it is applied to ff, never to ana_n.
  • • The converse is false: sin⁡(πn)=0→0\sin(\pi n) = 0 \to 0 while sin⁡(πx)\sin(\pi x) has no limit. A function that diverges proves nothing about its sequence.
  • • Continuity: if an→La_n \to L and gg is continuous at LL, then g(an)→g(L)g(a_n) \to g(L). This brings a limit back from ln⁡an\ln a_n to an=eln⁡ana_n = e^{\ln a_n}.
  • • Absolute value: ∣an∣→0|a_n| \to 0 if and only if an→0a_n \to 0. For a limit other than 00 the equivalence is false: ∣(−1)n∣→1|(-1)^n| \to 1.
123456789-1.5-1-0.50.511.5y = sin(πx): no limit as x growsdots aₙ = sin(πn) = 0: limit 0x
The dots an=sin⁡(πn)a_n = \sin(\pi n) are all on the axis, so the sequence converges to 00, while the curve through them oscillates forever: the theorem only goes from f(x)f(x) to ana_n.

The write-up the marker wants has three lines: define f(x)f(x), compute lim⁡x→∞f(x)\lim_{x\to\infty} f(x), return to ana_n by naming the theorem. The first and third lines are where the method marks are.

Existence before value: bounded, monotone, and recursions

  • • Monotone Sequence Theorem: bounded AND monotone implies convergent. Bounded alone is not enough, (−1)n(-1)^n; monotone alone is not enough, n\sqrt n.
  • • The limit of a decreasing sequence bounded below is its GREATEST lower bound, not the bound you found. n+12n\frac{n+1}{2n} is bounded below by 00 and tends to 12\frac{1}{2}.
  • • Monotone by the sign of an+1−ana_{n+1} - a_n, by comparing an+1an\frac{a_{n+1}}{a_n} with 11 (positive terms), or by the sign of f′(x)f'(x) when an=f(n)a_n = f(n). Eventually monotone is enough.
  • • Recursion an+1=g(an)a_{n+1} = g(a_n): bounds by induction, then monotonicity, then existence, then L=g(L)L = g(L) with gg continuous, then reject the candidates that violate the bounds.
  • • L=g(L)L = g(L) only lists the possible FINITE limits: bn+1=2bn+1b_{n+1} = 2b_n + 1 gives L=−1L = -1, yet bn=2n−1→∞b_n = 2^n - 1 \to \infty.

The rules in table form

Each row reads from left to right: the assumptions, then the result. A red cell is not an answer, it is the finding that the form settles nothing and the instruction to rewrite it. Every case is followed by a worked example.

Standard limits, and the forms that decide nothing

Read a line as: a sequence of the first column, under the condition of the second, has the limit of the third. The red lines are forms, not answers: two sequences of the same form can have different limits.

SequenceConditionLimit
rnr^n ∣r∣<1|r| < 1 00

Example: (−34)n→0\left(-\frac{3}{4}\right)^n \to 0: the sign alternates, the size shrinks.

rnr^n r>1r > 1 ∞\infty

Example: (54)n→∞\left(\frac{5}{4}\right)^n \to \infty, and 2n+3n+13n−4→3\frac{2^n + 3^{n+1}}{3^n - 4} \to 3 after dividing by 3n3^n.

rnr^n r≤−1r \le -1 diverges

Example: (−1)n(-1)^n jumps between −1-1 and 11; (−54)n\left(-\frac{5}{4}\right)^n alternates with growing size.

n1/nn^{1/n} and a1/na^{1/n} a>0a > 0 11

Example: ln⁡(n1/n)=ln⁡nn→0\ln\left(n^{1/n}\right) = \frac{\ln n}{n} \to 0, so n1/n→e0=1n^{1/n} \to e^0 = 1.

(1+xn)n\left(1 + \frac{x}{n}\right)^n any real xx exe^x

Example: (1−3n)n→e−3\left(1 - \frac{3}{n}\right)^n \to e^{-3} and (nn+1)n→e−1\left(\frac{n}{n+1}\right)^n \to e^{-1}.

npbn\frac{n^p}{b^n} and bnn!\frac{b^n}{n!} p>0p > 0, b>1b > 1 00

Example: n1001.01n→0\frac{n^{100}}{1.01^n} \to 0 and 10nn!→0\frac{10^n}{n!} \to 0, although both start by growing.

(1+an)bn(1 + a_n)^{b_n} an→0a_n \to 0, bn→∞b_n \to \infty form 1∞1^\infty settles nothing

Example: (1+1n)n→e\left(1 + \frac{1}{n}\right)^n \to e, not 11.

Same form, other result: (1+1n2)n→1\left(1 + \frac{1}{n^2}\right)^n \to 1 while (1+1n)n→e\left(1 + \frac{1}{n}\right)^n \to e: same form, two limits.

What to do: Take the logarithm: bnln⁡(1+an)b_n \ln(1 + a_n), then a quotient and L'Hôpital through f(x)f(x), then exponentiate.

un−vnu_n - v_n un→∞u_n \to \infty, vn→∞v_n \to \infty form ∞−∞\infty - \infty settles nothing

Example: n2+3n−n→32\sqrt{n^2 + 3n} - n \to \frac{3}{2}, not 00.

Same form, other result: n2+3n−n→32\sqrt{n^2 + 3n} - n \to \frac{3}{2} while n2+3−n→0\sqrt{n^2 + 3} - n \to 0.

What to do: Multiply by the conjugate, or factor out the dominant term, then divide by it.

The growth ladder behind the sixth line: ln⁡n≪np≪bn≪n!≪nn\ln n \ll n^p \ll b^n \ll n! \ll n^n. In a quotient, the highest rung present decides.

The mistakes that cost marks

These are the errors I correct most often in session. Each one costs marks on a paper, even when the reasoning behind it is right.

1. Applying L'Hôpital to the sequence itself

1 method mark, on every limit of this kind in the paper

What not to write

“lim⁡ln⁡nn=lim⁡1/n1=0\lim \frac{\ln n}{n} = \lim \frac{1/n}{1} = 0 by L'Hôpital.”

What to write

“Let f(x)=ln⁡xxf(x) = \frac{\ln x}{x}. By L'Hôpital, lim⁡x→∞f(x)=lim⁡x→∞1/x1=0\lim_{x\to\infty} f(x) = \lim_{x\to\infty} \frac{1/x}{1} = 0. Since f(n)=anf(n) = a_n, an→0a_n \to 0.”

Why: ana_n is defined on the integers only and has no derivative. The rule is applied to a function of a real variable, and the bridge theorem brings the result back to the sequence: both sentences must be written.

2. Concluding from the function that the sequence diverges

the whole question

What not to write

“sin⁡(πx)\sin(\pi x) has no limit at infinity, so sin⁡(πn)\sin(\pi n) diverges.”

What to write

“sin⁡(πn)=0\sin(\pi n) = 0 for every integer nn, so the sequence is constant and converges to 00.”

Why: If f(x)→Lf(x) \to L then f(n)→Lf(n) \to L; the converse is false, because the integers can land on special points of ff. When f(x)f(x) has no limit, go back to the sequence itself. The figure of the essentials shows the dots sitting on the zeros of the curve.

3. Answering 1 to a form 1 to the infinity

2 to 3 marks, the whole limit

What not to write

“1+1n→11 + \frac{1}{n} \to 1 and 1n=11^n = 1, so (1+1n)n→1\left(1 + \frac{1}{n}\right)^n \to 1.”

What to write

“ln⁡an=nln⁡(1+1n)=ln⁡(1+t)t\ln a_n = n \ln\left(1 + \frac{1}{n}\right) = \frac{\ln(1 + t)}{t} with t=1n→0+t = \frac{1}{n} \to 0^+, which tends to 11 by L'Hôpital, so an→e1=ea_n \to e^1 = e.”

246810121416182012345678(1 + 2/n)ⁿ → e²(1 + 1/n)ⁿ → e(1 + 1/n²)ⁿ → 1n
Three sequences of the same form 1∞1^\infty settle on three different lines: 11, ee and e2e^2. The form alone decides nothing.

Why: The base and the exponent move together; freezing the base at its limit while the exponent keeps growing is not a limit law. The logarithm turns the power into a product, and the product into a quotient that L'Hôpital can handle.

4. Answering 0 to infinity minus infinity

2 marks

What not to write

“n2+3n→∞\sqrt{n^2 + 3n} \to \infty and n→∞n \to \infty, so n2+3n−n→0\sqrt{n^2 + 3n} - n \to 0.”

What to write

“n2+3n−n=3nn2+3n+n=31+3/n+1→32\sqrt{n^2 + 3n} - n = \frac{3n}{\sqrt{n^2 + 3n} + n} = \frac{3}{\sqrt{1 + 3/n} + 1} \to \frac{3}{2}.”

Why: Two quantities that tend to infinity can differ by any amount. The conjugate turns the difference into a quotient in which the dominant terms can be compared.

5. Squeezing between bounds that do not share their limit

the whole question, and the credibility of the rest of the paper

What not to write

“−1≤(−1)nnn+1≤1-1 \le (-1)^n \frac{n}{n+1} \le 1, so by the squeeze theorem the sequence converges.”

What to write

“The bounds −1-1 and 11 have different limits, so the squeeze theorem does not apply. The even terms tend to 11, the odd terms to −1-1: the sequence diverges.”

Why: The theorem needs bn→Lb_n \to L AND cn→Lc_n \to L with the same LL. A bounded sequence can diverge. Choose bounds that shrink to the target: sin⁡2nn\frac{\sin^2 n}{n} lies between 00 and 1n\frac{1}{n}, both tending to 00.

6. Trusting the first terms instead of the tail

the whole question

What not to write

“10nn!\frac{10^n}{n!} goes 10,50,166,416,…10, 50, 166, 416, \dots and keeps growing, so it tends to infinity.”

What to write

“an+1an=10n+1≤1011\frac{a_{n+1}}{a_n} = \frac{10}{n+1} \le \frac{10}{11} for n≥10n \ge 10, so 0<an≤a10(1011)n−10→00 < a_n \le a_{10}\left(\frac{10}{11}\right)^{n-10} \to 0.”

Why: The sequence climbs until a9=a10a_9 = a_{10}, larger than 27002700, then collapses. A limit is a statement about ALL the terms beyond some rank, and the factorial always overtakes the exponential eventually.

7. Taking the lower bound for the limit

2 marks

What not to write

“pn=n+12np_n = \frac{n+1}{2n} is decreasing and bounded below by 00, so pn→0p_n \to 0.”

What to write

“pnp_n is decreasing and bounded below by 00, so it converges to some L≥0L \ge 0. Since pn=12+12np_n = \frac{1}{2} + \frac{1}{2n}, L=12L = \frac{1}{2}.”

Why: The Monotone Sequence Theorem gives EXISTENCE, and the limit is the greatest lower bound, which is rarely the one you wrote. The value comes from a separate computation.

8. Solving L = f(L) before proving that the limit exists

the whole question, and a negative limit for a sequence of positive terms

What not to write

“b1=1b_1 = 1, bn+1=2bn+1b_{n+1} = 2b_n + 1. Let L=lim⁡bnL = \lim b_n: L=2L+1L = 2L + 1, so L=−1L = -1.”

What to write

“By induction bn=2n−1b_n = 2^n - 1, so bn→∞b_n \to \infty: the sequence has no finite limit, and the equation L=2L+1L = 2L + 1 does not apply.”

Why: Letting n→∞n \to \infty in the recursion ASSUMES that the limit exists. Prove it first (bounded and monotone by induction); the equation then lists the candidates and the bounds choose.

9. Giving the limit of the logarithm as the answer

1 mark, and an answer that contradicts $n^{1/n} \ge 1$

What not to write

“ln⁡(n1/n)=ln⁡nn→0\ln\left(n^{1/n}\right) = \frac{\ln n}{n} \to 0, so n1/n→0n^{1/n} \to 0.”

What to write

“ln⁡nn→0\frac{\ln n}{n} \to 0 and the exponential is continuous, so n1/n=e(ln⁡n)/n→e0=1n^{1/n} = e^{(\ln n)/n} \to e^0 = 1.”

Why: The logarithm is a detour, not the destination: the last line must come back through e(⋅)e^{(\cdot)}, naming the continuity of the exponential. A limit of 00 for a sequence whose terms are all ≥1\ge 1 is impossible, and a two second check would have caught it.

Which method to choose

Which tool, by the FORM of the general term

Look at the shape of a_n before writing anything: the form picks the tool

  • If a quotient of powers of nn, or of exponentials → divide numerator and denominator by the dominant term

    Example: 3n2−n+45n2+2n→35\frac{3n^2 - n + 4}{5n^2 + 2n} \to \frac{3}{5}; 5n−4n+25n+1+3n→15\frac{5^n - 4^{n+2}}{5^{n+1} + 3^n} \to \frac{1}{5}

  • If a difference of two terms that both tend to ∞\infty, often with a root → multiply by the conjugate, then divide by the dominant term

    Example: n2+3n−n→32\sqrt{n^2 + 3n} - n \to \frac{3}{2}

  • If a factor (−1)n(-1)^n, sin⁡n\sin n or cos⁡n\cos n → squeeze, or ∣an∣→0|a_n| \to 0; never try to compute lim⁡cos⁡n\lim \cos n

    Example: 1n≤2+cos⁡nn≤3n\frac{1}{n} \le \frac{2 + \cos n}{n} \le \frac{3}{n}, so the limit is 00

  • If ln⁡n\ln n, ene^n, a power against an exponential, form ∞∞\frac{\infty}{\infty} or 00\frac{0}{0} → define f(x)f(x), apply L'Hôpital to ff, come back to ana_n

    Example: n2en→0\frac{n^2}{e^n} \to 0 after two applications

  • If a variable exponent: 1∞1^\infty, ∞0\infty^0, 000^0, n1/nn^{1/n} → take the logarithm, compute its limit, exponentiate by continuity

    Example: (n2+1)1/n→e0=1(n^2 + 1)^{1/n} \to e^0 = 1

  • If a factorial n!n! → write it as a product of fractions, or compare an+1an\frac{a_{n+1}}{a_n} with a number below 11, then squeeze

    Example: n!nn≤1n\frac{n!}{n^n} \le \frac{1}{n}; 10nn!≤a10(1011)n−10\frac{10^n}{n!} \le a_{10}\left(\frac{10}{11}\right)^{n-10}

  • If a recursion an+1=g(an)a_{n+1} = g(a_n) → bounds and monotonicity by induction, then L=g(L)L = g(L), then reject candidates

    Example: an+1=6+ana_{n+1} = \sqrt{6 + a_n}, a1=1a_1 = 1: increasing, <3< 3, limit 33

Two branches can apply to one sequence: (−1)nln⁡nn\frac{(-1)^n \ln n}{n} takes the absolute value first, then L'Hôpital on ln⁡xx\frac{\ln x}{x}. Write which branch you are using on the first line.

How the answer is expected to be written

A marker ticks steps. Here they are in order, with the concluding sentence expected word for word.

Solving a recursive sequence

When to use it: Any question that defines a1a_1 and an+1=g(an)a_{n+1} = g(a_n) and asks whether the sequence converges, or for its limit

  1. 1 Compute two or three terms, and solve L=g(L)L = g(L) on the side ONLY to guess the bound to prove. Do not present it as the answer yet.
  2. 2 Prove the bound by induction: base case, then assume it for ana_n and deduce it for an+1a_{n+1}.
  3. 3 Prove the monotonicity: factor an+1−ana_{n+1} - a_n (or an+12−an2a_{n+1}^2 - a_n^2) and read its sign from the bound.
  4. 4 Name the Monotone Sequence Theorem: the sequence converges to some LL, and LL satisfies the same non-strict bounds.
  5. 5 Let n→∞n \to \infty in the recursion, naming the continuity of gg at LL; solve L=g(L)L = g(L) and reject every candidate outside the bounds.

Concluding sentence

“The sequence is increasing and bounded above by 33, so by the Monotone Sequence Theorem it converges to some LL with 1≤L≤31 \le L \le 3. Since an+1→La_{n+1} \to L and 6+x\sqrt{6 + x} is continuous, L=6+LL = \sqrt{6 + L}, so L=3L = 3; L=−2L = -2 is rejected since L≥1L \ge 1.”

The trap: Solving L=g(L)L = g(L) first and stopping there: without existence it proves nothing, as bn+1=2bn+1b_{n+1} = 2b_n + 1 shows.

Marking: Typically 3 marks for the induction, 2 for the monotonicity, 2 for naming the theorem and the passage to the limit, 3 for the equation and the choice of candidate.

Check before you hand in

Five minutes of checking recover more marks than one more problem started in a hurry.

The typical problem, taken apart

A recursion with two candidates, only one of which is the limit

Let a1=2a_1 = 2 and an+1=4−3ana_{n+1} = 4 - \frac{3}{a_n}. Prove that {an}\{a_n\} converges and find its limit.

No calculator. Every step must be justified as on a MATH 141 final.

12341234(1, 1)(3, 3)y = 4 - 3/xy = xa₁
The curve y=4−3xy = 4 - \frac{3}{x} meets y=xy = x at (1,1)(1, 1) and (3,3)(3, 3); the staircase starting at a1=2a_1 = 2 climbs to (3,3)(3, 3) and never visits 11.

Step 1

a2=4−32=52a_2 = 4 - \frac{3}{2} = \frac{5}{2}, a3=4−65=145a_3 = 4 - \frac{6}{5} = \frac{14}{5}, a4=4−1514=4114a_4 = 4 - \frac{15}{14} = \frac{41}{14}. On the side: L=4−3LL = 4 - \frac{3}{L} gives L2−4L+3=0L^2 - 4L + 3 = 0, candidates 11 and 33. The terms climb toward 33.

Why

The side computation is a GUESS: it tells you that the bound to prove is 33. It is not yet the answer, because nothing says the limit exists.

Step 2

Induction, P(n)P(n): 2≤an<32 \le a_n < 3. P(1)P(1): a1=2a_1 = 2. If 2≤an<32 \le a_n < 3, then 1<3an≤321 < \frac{3}{a_n} \le \frac{3}{2}, so 52≤an+1<3\frac{5}{2} \le a_{n+1} < 3, and P(n+1)P(n + 1) holds.

Why

Dividing reverses the inequalities, and that is where the sign errors are. The upper bound works because 4−33=34 - \frac{3}{3} = 3: the fixed point is the natural ceiling.

Step 3

an+1−an=4−3an−an=−an2+4an−3an=(an−1)(3−an)ana_{n+1} - a_n = 4 - \frac{3}{a_n} - a_n = \frac{-a_n^2 + 4a_n - 3}{a_n} = \frac{(a_n - 1)(3 - a_n)}{a_n}. With 2≤an<32 \le a_n < 3, the three factors are positive: an+1>ana_{n+1} > a_n.

Why

The factors of the numerator are the two candidates. The bounds of step 2 decide their signs, which is why the bounds are proved BEFORE the monotonicity.

Step 4

The sequence is increasing and bounded above by 33: by the Monotone Sequence Theorem it converges to some LL with 2≤L≤32 \le L \le 3. As L≠0L \ne 0, x↦4−3xx \mapsto 4 - \frac{3}{x} is continuous at LL, and an+1→La_{n+1} \to L gives L=4−3LL = 4 - \frac{3}{L}.

Why

Naming the theorem and the continuity is worth marks by itself. Continuity needs L≠0L \ne 0, which the bound L≥2L \ge 2 guarantees.

Step 5

L2−4L+3=(L−1)(L−3)=0L^2 - 4L + 3 = (L - 1)(L - 3) = 0, so L=1L = 1 or L=3L = 3. Since L≥2L \ge 2, L=1L = 1 is rejected: an→3a_n \to 3.

Why

The candidate 11 is a genuine fixed point, but it lies outside the bounds. The equation proposes, the bounds decide, and the cobweb shows it: the staircase moves away from (1,1)(1, 1).

The conclusion, written out

“The sequence is increasing and bounded above by 33, hence convergent by the Monotone Sequence Theorem, with 2≤L≤32 \le L \le 3. Passing to the limit, L=4−3LL = 4 - \frac{3}{L}, so L=1L = 1 or L=3L = 3, and L≥2L \ge 2 gives lim⁡an=3\lim a_n = 3.”

The classic mistake on this problem: Writing L=4−3LL = 4 - \frac{3}{L} on the first line and answering 11 or 33; or proving the monotonicity without the bounds, then being unable to decide the sign of (an−1)(3−an)(a_n - 1)(3 - a_n).

Learn by heart

  • • A limit is decided by the tail: no finite number of terms decides it.
  • • f(x)→Lf(x) \to L implies f(n)→Lf(n) \to L; never the converse. L'Hôpital on ff, never on ana_n.
  • • Squeeze: two bounds, SAME limit. ∣an∣→0  ⟺  an→0|a_n| \to 0 \iff a_n \to 0, for the limit 00 only.
  • • rnr^n: 00 if ∣r∣<1|r| < 1, 11 if r=1r = 1, divergent otherwise. n1/n→1n^{1/n} \to 1, (1+xn)n→ex\left(1 + \frac{x}{n}\right)^n \to e^x.
  • • ln⁡n≪np≪bn≪n!≪nn\ln n \ll n^p \ll b^n \ll n! \ll n^n.
  • • 1∞1^\infty, ∞−∞\infty - \infty, 0⋅∞0 \cdot \infty, ∞0\infty^0 are forms, not answers: logarithm, conjugate, quotient.
  • • Bounded and monotone: convergent. The limit is the best bound, not your bound.
  • • Recursion: induction, monotonicity, existence, THEN L=g(L)L = g(L), then reject.

Frequently asked questions

Can I use L'Hôpital's rule on a sequence?

Not directly, because a sequence is only defined at the integers and has no derivative. Define the function f of a real variable x that matches the sequence at every integer, apply L'Hôpital's rule to f as x goes to infinity, then conclude with the theorem that says: if f of x tends to L, then f of n tends to L. Write all three steps, they are where the method marks are.

Why is 1 to the power infinity not equal to 1?

Because the base and the exponent move at the same time. The base gets closer to 1 while the exponent grows, and the result depends on which effect wins. One plus one over n, to the power n, tends to e; one plus one over n squared, to the power n, tends to 1. Take the natural logarithm, compute its limit as a quotient, then exponentiate.

How do I prove that a recursive sequence converges?

First prove by induction that the sequence is bounded, then that it is monotone, usually by factoring the difference between two consecutive terms. The Monotone Sequence Theorem then guarantees a limit. Only after that, let n go to infinity in the recursion to get an equation for the limit, solve it, and reject any solution that violates the bounds you proved.

Does every bounded sequence converge?

No. The sequence that alternates between minus one and one is bounded and never settles. A bounded sequence converges when it is also monotone, which is the Monotone Sequence Theorem. The converse direction is true: every convergent sequence is bounded, so an unbounded sequence always diverges.

What is the difference between a sequence and a series in MATH 141?

A sequence is a list of numbers, and its limit is where the terms themselves settle. A series is the sum of the terms of a sequence, and its convergence is decided by the sequence of its partial sums. The two questions are different: the terms one over n tend to zero, yet their sum grows without bound, which the next chapter of the course proves.

Practise it

Corrected exercises: Sequences, MATH 141 at McGill

A method is proved on a paper, not on a sheet. The set for the same chapter takes each of these traps into a problem, with the solution written out step by step.

  • 10 corrected exercises
  • 100 points
  • 150 minutes
Do the exercises
Previous sheet Probability density functions Next sheet Series: geometric, telescoping, divergence test

See also

Looking for a MATH 141 tutor in Montreal?

Get in touch for a first session. Sequences are where the series chapters are won or lost: every convergence test of the end of the course is a limit of a sequence, justified.

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