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Sequences and series, revisited

~12 min

Calculus II built a whole toolkit for one question. Does an infinite sum settle down to a finite number, or does it run away? The toolkit has sequences, partial sums, the geometric series formula, and the ratio test. None of it gets rebuilt here. It gets reused, almost at once. The very next section points the ratio test at a series whose terms contain a variable instead of a fixed number. That is all the machinery a power series needs to report how far it can be trusted.

A sequence converges when its values keep walking toward one particular number and never wander back off. They might never arrive there exactly.

A series is a running total of a sequence of add-ons. It converges exactly when the add-ons shrink fast enough that the pile-up loses to the shrinking.

The ratio test makes "shrinking fast enough" precise. Divide each term into the next one, and watch where that ratio settles.

Here is a common confusion. Take the sequence (-1)^n. It does not fail to converge because it is random. It fails because it never settles near any single value. It bounces forever between 1 and -1.

A sequence a_n converges to a limit L when its terms get arbitrarily close to L and stay close as n grows without bound.

An infinite series \sum a_n converges when its sequence of partial sums, S_N=\sum_{n=1}^N a_n, itself converges to a finite limit. The value of the series is defined to be that limit.

A geometric series \sum_{n=0}^\infty ar^n converges exactly when |r|<1. In that case its value is \dfrac{a}{1-r}. For any other r, the terms do not shrink fast enough, or do not shrink at all, for the running total to settle.

The ratio test decides convergence for a much wider class of series. It compares consecutive terms directly. Let L=\displaystyle\lim_{n\to\infty}\left|\dfrac{a_{n+1}}{a_n}\right|. If L<1, the series converges absolutely. If L>1, it diverges. If L=1, the test gives no answer at all.

Quick review

Practice from earlier coursework, pulled in for this topic.

From Calculus II — Integral Calculus & Infinite Series

Which sequence diverges by oscillating, rather than by growing without bound?

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This one races off to infinity -- growth, not oscillation.

This one also grows without bound.

Factorial growth is unbounded, not oscillating.

Why

(-1)^n\cdot 5 alternates forever between 5 and -5, never settling near either -- oscillating divergence, distinct from racing to infinity.

Look for a sequence that alternates sign forever instead of growing.

From Calculus II — Integral Calculus & Infinite Series

A sequence whose terms grow without bound as n\to\infty is said to...

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"Converge" is reserved for settling at a finite number -- infinity is not a finite limit.

Oscillation means bouncing between values, not racing off in one direction.

An unbounded sequence cannot be bounded.

Why

A sequence with no finite limit diverges; "diverges to infinity" specifically describes the unbounded-growth case, as opposed to oscillating divergence.

Convergence always means settling at a finite number.

Quick review

Practice from earlier coursework, pulled in for this topic.

From Calculus II — Integral Calculus & Infinite Series

The first term of a geometric series is a=20 and the common ratio is r=0.75. Find the sum.

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Why

S=20/(1-0.75)=20/0.25=80.

Correct answer

Also accepted:

Why

Substitute directly into a/(1-r).

From Calculus II — Integral Calculus & Infinite Series

Why does r^n \to 0 exactly when |r|<1, the fact the geometric series formula relies on?

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The size of r is exactly what "small" here needs to mean -- it is not automatic.

Comparing n to r directly does not capture why the limit is 0.

r=2 gives r^n\to\infty, a direct counterexample -- it is not true for every r.

Why

Each multiplication by r (with |r|<1) shrinks the magnitude further; repeated forever, the magnitude is squeezed to 0. For |r|\ge1, this shrinking never happens.

Think about what repeatedly multiplying by a fraction less than 1 in size does over and over.

Quick review

Practice from earlier coursework, pulled in for this topic.

From Calculus II — Integral Calculus & Infinite Series

If \lim_{n\to\infty} |a_{n+1}/a_n| = L with L<1, what does the Ratio Test conclude?

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L<1 is the CONVERGENCE case, not divergence.

L<1 gives a definite conclusion — absolute convergence — not an inconclusive result.

The Ratio Test proves the stronger property (absolute convergence), never merely conditional convergence.

Why

L<1 means the tail is eventually dominated by a convergent geometric series, forcing absolute convergence.

From Calculus II — Integral Calculus & Infinite Series

For \sum_{n=1}^\infty \dfrac{n!}{n^n}, what does the Ratio Test conclude? (You may use \left(\dfrac{n}{n+1}\right)^n \to 1/e.)

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The correct limit works out to 1/e, not e — recheck which factor ends up in the numerator vs. denominator of the ratio.

The limit is exactly 1/e \approx 0.37, not 1 — a definite conclusion IS available.

Factorial series are exactly the Ratio Test's ideal use case, since the ratio a_{n+1}/a_n cancels the factorial down cleanly.

Why

The ratio simplifies to \left(\dfrac{n}{n+1}\right)^n \to 1/e < 1, so the series converges absolutely.

Simplify the ratio a_{n+1}/a_n using the given limit (n/(n+1))^n\to1/e, then compare that value to 1.

Terms and their running total, side by side

Toggle the partial-sums view and drag the ratio slider past and below 1 -- watch the running total settle down or run away, exactly matching what the ratio test predicts before you ever compute anything.

Loading interactive…

Worked example

A sequence limit by dividing through

  1. 1

    Find \displaystyle\lim_{n\to\infty}\frac{3n-1}{n+2}. Divide the numerator and denominator by n, the highest power present: \frac{3n-1}{n+2} = \frac{3-\tfrac1n}{1+\tfrac2n}

  2. 2

    As n\to\infty, both \tfrac1n and \tfrac2n go to 0, leaving \frac{3-0}{1+0} = 3

  3. 3
    \boxed{\lim_{n\to\infty}\frac{3n-1}{n+2} = 3}

Loading interactive…

Worked example

Confirming convergence, then summing the series

  1. 1

    Determine whether \displaystyle\sum_{n=0}^\infty 4\left(-\frac13\right)^n converges, and find its value if so. This has the form ar^n with a=4 and r=-\tfrac13. The ratio test on its terms gives exactly L=\left|-\tfrac13\right|=\tfrac13<1, so it converges absolutely.

  2. 2

    The value of such a series is \dfrac{a}{1-r}: \frac{4}{1-(-\tfrac13)} = \frac{4}{\tfrac43}

  3. 3
    \boxed{\sum_{n=0}^\infty 4\left(-\frac13\right)^n = 3}

Loading interactive…

Where this goes next

The tool the next section reuses directly

The ratio test, run against numbers, is the tool the next section runs against a series whose terms contain a variable x. The same limit comparison decides how far from its center that series can be trusted.

Further out in this course, the sequence limit reviewed here comes back almost unchanged. It applies to sequences of complex numbers. Distance in the plane stands in for absolute value on the line.

Check your understanding (counts toward your progress)

This series is geometric: \displaystyle\sum_{n=1}^\infty 2\left(-\frac15\right)^n. What does it sum to?

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Any equivalent form counts — 2x+3, 3 + 2·x, … Use the keypad below the field for fractions, roots, and other symbols.

Why

Same idea, with a negative ratio this time: \dfrac{-2/5}{1-(-1/5)}=\dfrac{-2/5}{6/5}=-\dfrac13.

Correct answer

Also accepted:

Why

The first term of the SUM (at n=1) is 2\cdot(-1/5)=-2/5; use \dfrac{a}{1-r} with that a.

Using the ratio test on \displaystyle\sum \frac{n}{3^n}, express the resulting limit L as a fraction.

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Any equivalent form counts — 2x+3, 3 + 2·x, … Use the keypad below the field for fractions, roots, and other symbols.

Why

\dfrac{(n+1)/3^{n+1}}{n/3^n}=\dfrac{n+1}{3n}\to\dfrac13.

Correct answer

Also accepted:

Why

Form \dfrac{a_{n+1}}{a_n} and simplify before taking the limit.

A student runs the ratio test on \sum 1/n, gets L=1, and concludes the series converges. What's the actual issue?

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L=1 is the genuinely correct value for the harmonic series' ratio test — there's no arithmetic error to find.

This is exactly the confusion the harmonic series exists to correct. L=1 proves nothing about convergence either way.

The test can be RUN on any series with a well-defined ratio limit — it just fails to give a verdict here.

Why

The ratio test proves nothing when L=1. The harmonic series is the standard example that it diverges anyway, despite L=1.

L=1 is the ratio test's one genuine blind spot.

Before computing anything, predict: does \displaystyle\sum \frac{n!}{2^n} converge or diverge?

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This is backward — factorial growth eventually overtakes exponential growth, not the other way around.

The terms of n!/2^n actually grow without bound past a certain point, so they never approach 0.

The long-run growth-rate comparison between n! and 2^n is a genuine, reliable prediction here, no computation required.

Why

n! eventually grows far faster than any fixed exponential like 2^n, so the terms grow without bound and the series diverges.

Compare how n! and 2^n each grow as n gets very large.

Practice: Sequences, series, and the ratio test (5 problems · doesn’t affect your progress)

A series converges when its...

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All-positive terms say nothing about convergence — \sum1/n is entirely positive and still diverges.

Alternating sign is neither required nor sufficient on its own for convergence.

Bounded terms alone don't guarantee convergence of the SERIES — the sequence 1,1,1,\dots is bounded but \sum1 diverges.

Why

A series' convergence is DEFINED by whether its partial sums approach a finite limit.

Sequence of partial sums approaches a finite limit

Evaluate \displaystyle\lim_{n\to\infty}\frac{7n-2}{n+4}.

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Why

Dividing by n: \dfrac{7-2/n}{1+4/n}\to7.

Correct answer

Also accepted:

Why

7

Evaluate the series \displaystyle\sum_{n=0}^\infty 3\left(\frac27\right)^n to find its sum.

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Any equivalent form counts — 2x+3, 3 + 2·x, … Use the keypad below the field for fractions, roots, and other symbols.

Why

\dfrac{3}{1-2/7}=\dfrac{3}{5/7}=\dfrac{21}{5}.

Correct answer

Also accepted:

Why

Use \dfrac{a}{1-r} with a=3, r=2/7.

21/5

Apply the ratio test to \displaystyle\sum \frac{2^n}{n!}. Report the limit L.

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Why

\lim_{n\to\infty}\dfrac{2}{n+1}=0.

Correct answer

Also accepted:

Why

\dfrac{2^{n+1}/(n+1)!}{2^n/n!}=\dfrac{2}{n+1}.

0

A student says \sum 2^n/n! diverges because 2^n grows without bound. What's wrong with this reasoning?

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2^n does grow without bound on its own — the reasoning's flaw is ignoring what's in the DENOMINATOR.

The series actually converges, not diverges — the ratio test's L=0 settles this.

n! overtakes 2^n decisively for large n — they don't grow at comparable rates at all.

Why

Looking only at the numerator ignores something. The n! in the denominator grows even faster. That drives the ratio test's limit to 0 and the series to convergence.

n! eventually grows far faster than 2^n, so the ratio test gives L=0 and the series converges

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