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Imagine you are standing 2 meters away from a wall. You decide to walk toward the wall, but with a specific rule: your first step covers half the distance (1 meter). Your second step covers half of the remaining distance (0.5 meters). Your third step covers half of that (0.25 meters), and so on. Mathematically, the distance you travel is represented by the sum:
$$1 + \frac{1}{2} + \frac{1}{4} + \frac{1}{8} + \dots$$
This is an infinite process. Does the sum go to infinity? Or do you eventually reach the wall? This paradox, famously discussed by the Greek philosopher Zeno, introduces us to the world of Infinite Series. In AP Calculus BC, Unit 10 is often considered the "pinnacle" of the course. It transitions from the study of functions and values to the study of how functions themselves can be constructed from an infinite number of polynomial terms.
The study of sequences and series is the foundation of modern computing. Your calculator does not "know" what $\sin(0.5)$ is by looking at a triangle; it calculates a finite number of terms of an infinite polynomial to provide an answer accurate to ten decimal places. By the end of this chapter, you will understand how to determine if an infinite sum settles on a single value (converges) or grows without bound (diverges), and how to represent complex transcendental functions like $e^x$ or $\cos(x)$ as simple, infinite-degree polynomials.
To master this unit, you must be fluent in the following terminology and concepts:
A sequence ${a_n}$ is a function whose domain is the set of positive integers. We are primarily interested in the limit of a sequence as $n \to \infty$.
If $\lim_{n \to \infty} a_n = L$, we say the sequence converges to $L$. If the limit is infinite or does not exist (e.g., $a_n = (-1)^n$), the sequence diverges.
Key Property: If a sequence is monotonic (always increasing or always decreasing) and bounded, it must converge.
A series is the sum of a sequence. The most important distinction to make is: The limit of the terms is NOT the same as the sum of the series.
The $n$-th Term Test for Divergence:
If $\lim_{n \to \infty} a_n \neq 0$, then the series $\sum a_n$ must diverge.
Warning: If $\lim_{n \to \infty} a_n = 0$, the test is inconclusive. The series might converge, or it might diverge (like the harmonic series $\sum \frac{1}{n}$).
The Integral Test connects series to improper integrals. If $f(x)$ is positive, continuous, and decreasing for $x \ge 1$, then $\sum_{n=1}^{\infty} a_n$ and $\int_1^{\infty} f(x) dx$ either both converge or both diverge.
From this, we derive the p-Series Test:
The series $\sum_{n=1}^{\infty} \frac{1}{n^p}$ converges if $p > 1$ and diverges if $p \le 1$.
Sometimes we compare a messy series to a simpler "known" series (like a geometric or p-series).
An alternating series has terms that flip signs, e.g., $\sum (-1)^n a_n$.
Alternating Series Test (AST): $\sum (-1)^n a_n$ converges if:
Absolute vs. Conditional Convergence:
This is the most powerful test for AP Calculus BC, especially for power series.
Let $L = \lim_{n \to \infty} \left| \frac{a_{n+1}}{a_n} \right|$.
A power series is $\sum_{n=0}^{\infty} c_n (x-c)^n$.
To find the Interval of Convergence:
A function $f(x)$ can be represented as a Taylor series centered at $x=c$:
$$f(x) = f(c) + f'(c)(x-c) + \frac{f''(c)}{2!}(x-c)^2 + \dots + \frac{f^{(n)}(c)}{n!}(x-c)^n + \dots$$
Or in sigma notation:
$$f(x) = \sum_{n=0}^{\infty} \frac{f^{(n)}(c)}{n!}(x-c)^n$$
Common Maclaurin Series (MUST MEMORIZE):
| Function | Series Expansion | Interval |
|---|---|---|
| $\frac{1}{1-x}$ | $1 + x + x^2 + x^3 + \dots$ | $(-1, 1)$ |
| $e^x$ | $1 + x + \frac{x^2}{2!} + \frac{x^3}{3!} + \dots$ | $(-\infty, \infty)$ |
| $\sin(x)$ | $x - \frac{x^3}{3!} + \frac{x^5}{5!} - \dots$ | $(-\infty, \infty)$ |
| $\cos(x)$ | $1 - \frac{x^2}{2!} + \frac{x^4}{4!} - \dots$ | $(-\infty, \infty)$ |
| $\ln(1+x)$ | $x - \frac{x^2}{2} + \frac{x^3}{3} - \dots$ | $(-1, 1]$ |
When we use a finite Taylor polynomial $P_n(x)$ to approximate $f(x)$, there is an error $R_n(x) = f(x) - P_n(x)$.
Find the limit of the sequence $a_n = \frac{3n^2 - 1}{2n^2 + 5n}$.
Solution:
$$\lim_{n \to \infty} \frac{3n^2 - 1}{2n^2 + 5n} = \lim_{n \to \infty} \frac{3 - 1/n^2}{2 + 5/n} = \frac{3}{2}$$
The sequence converges to $1.5$.
Find the sum of $\sum_{n=0}^{\infty} 3 \left(\frac{2}{5}\right)^n$.
Solution:
This is a geometric series with $a = 3(2/5)^0 = 3$ and $r = 2/5$. Since $|r| < 1$, it converges.
$$S = \frac{a}{1-r} = \frac{3}{1 - 2/5} = \frac{3}{3/5} = 5$$
Does $\sum_{n=1}^{\infty} \frac{n}{n+1}$ converge?
Solution:
Check the $n$-th term limit: $\lim_{n \to \infty} \frac{n}{n+1} = 1$.
Since $1 \neq 0$, the series diverges by the $n$-th term test.
Express $0.777\dots$ as a fraction.
Solution:
This is $7(0.1) + 7(0.01) + 7(0.001) + \dots = \sum_{n=1}^{\infty} 7(0.1)^n$.
$a = 0.7$, $r = 0.1$.
$S = \frac{0.7}{1 - 0.1} = \frac{0.7}{0.9} = \frac{7}{9}$.
Determine convergence of $\sum \frac{1}{\sqrt[3]{n^2}}$.
Solution:
This is $\sum \frac{1}{n^{2/3}}$. Since $p = 2/3$ and $2/3 \le 1$, the series diverges.
Find the sum of $\sum_{n=1}^{\infty} \left( \frac{1}{n} - \frac{1}{n+1} \right)$.
Solution:
Partial sum $S_k = (1 - 1/2) + (1/2 - 1/3) + \dots + (1/k - 1/(k+1))$.
All middle terms cancel: $S_k = 1 - \frac{1}{k+1}$.
$\lim_{k \to \infty} (1 - \frac{1}{k+1}) = 1$. The sum is $1$.
Show $\sum_{n=2}^{\infty} \frac{1}{n \ln n}$ diverges.
Solution:
Let $f(x) = \frac{1}{x \ln x}$. $\int_2^{\infty} \frac{1}{x \ln x} dx$.
Let $u = \ln x, du = 1/x dx$.
$\int \frac{1}{u} du = \ln|u| = \ln(\ln x)|_2^{\infty} = \infty$.
Since the integral diverges, the series diverges.
Does $\sum \frac{n+1}{n^2+2}$ converge?
Solution:
Compare with $\sum \frac{n}{n^2} = \sum \frac{1}{n}$ (Harmonic series, diverges).
$\lim_{n \to \infty} \frac{(n+1)/(n^2+2)}{1/n} = \lim_{n \to \infty} \frac{n^2+n}{n^2+2} = 1$.
Since $0 < 1 < \infty$, both diverge.
Test $\sum_{n=1}^{\infty} \frac{2^n}{n!}$ for convergence.
Solution:
$L = \lim_{n \to \infty} \left| \frac{2^{n+1}}{(n+1)!} \cdot \frac{n!}{2^n} \right| = \lim_{n \to \infty} \frac{2}{n+1} = 0$.
Since $0 < 1$, the series converges absolutely.
Determine if $\sum_{n=1}^{\infty} \frac{(-1)^n}{n}$ converges absolutely, conditionally, or diverges.
Solution:
Approximate $\sum_{n=1}^{\infty} \frac{(-1)^{n+1}}{n^2}$ using 3 terms and find the error bound.
Solution:
$S_3 = 1 - \frac{1}{4} + \frac{1}{9} = \frac{36-9+4}{36} = \frac{31}{36}$.
Error $|R_3| \le |a_4| = \frac{1}{4^2} = \frac{1}{16} = 0.0625$.
Find the radius of convergence for $\sum_{n=0}^{\infty} \frac{(x-3)^n}{2^n}$.
Solution:
Ratio Test: $\lim_{n \to \infty} \left| \frac{(x-3)^{n+1}}{2^{n+1}} \cdot \frac{2^n}{(x-3)^n} \right| = \left| \frac{x-3}{2} \right|$.
Set $\frac{|x-3|}{2} < 1 \implies |x-3| < 2$.
Radius $R = 2$.
Find the interval for $\sum_{n=1}^{\infty} \frac{x^n}{n}$.
Solution:
Ratio Test gives $|x| < 1$, so $(-1, 1)$.
Check $x = 1$: $\sum \frac{1}{n}$ (Diverges).
Check $x = -1$: $\sum \frac{(-1)^n}{n}$ (Converges by AST).
Interval: $[-1, 1)$.
Find the Maclaurin series for $f(x) = e^{-x^2}$.
Solution:
Start with $e^u = \sum \frac{u^n}{n!}$. Let $u = -x^2$.
$e^{-x^2} = \sum_{n=0}^{\infty} \frac{(-x^2)^n}{n!} = \sum_{n=0}^{\infty} \frac{(-1)^n x^{2n}}{n!} = 1 - x^2 + \frac{x^4}{2!} - \dots$
Use a power series to approximate $\int_0^1 \sin(x^2) dx$.
Solution:
$\sin(x^2) = x^2 - \frac{(x^2)^3}{3!} + \dots = x^2 - \frac{x^6}{6} + \dots$
$\int_0^1 (x^2 - \frac{x^6}{6}) dx = [\frac{x^3}{3} - \frac{x^7}{42}]_0^1 = \frac{1}{3} - \frac{1}{42} = \frac{14-1}{42} = \frac{13}{42}$.
Find the 2nd degree Taylor polynomial for $f(x) = \sqrt{x}$ centered at $c=4$.
Solution:
$f(4) = \sqrt{4} = 2$.
$f'(x) = \frac{1}{2\sqrt{x}} \implies f'(4) = \frac{1}{4}$.
$f''(x) = -\frac{1}{4x^{3/2}} \implies f''(4) = -\frac{1}{32}$.
$P_2(x) = 2 + \frac{1}{4}(x-4) + \frac{-1/32}{2!}(x-4)^2 = 2 + \frac{1}{4}(x-4) - \frac{1}{64}(x-4)^2$.
Find the series for $x\cos(x)$.
Solution:
$\cos(x) = \sum \frac{(-1)^n x^{2n}}{(2n)!}$.
$x\cos(x) = x \sum \frac{(-1)^n x^{2n}}{(2n)!} = \sum \frac{(-1)^n x^{2n+1}}{(2n)!} = x - \frac{x^3}{2!} + \frac{x^5}{4!} - \dots$
Evaluate $\sum_{n=0}^{\infty} \frac{1}{n!}$.
Solution:
This is the Maclaurin series for $e^x$ evaluated at $x=1$.
$e^1 = 1 + \frac{1}{1!} + \frac{1}{2!} + \dots$
The sum is $e$.
Given $f(x) = \sum_{n=0}^{\infty} \frac{x^n}{n!}$, find $f'(x)$.
Solution:
$f'(x) = \sum_{n=1}^{\infty} \frac{n x^{n-1}}{n!} = \sum_{n=1}^{\infty} \frac{x^{n-1}}{(n-1)!}$.
Let $k = n-1$. $f'(x) = \sum_{k=0}^{\infty} \frac{x^k}{k!}$.
Note that $f(x) = f'(x)$, which makes sense since $f(x) = e^x$.
If $f(x) = \sum_{n=0}^{\infty} \frac{(-1)^n x^{2n}}{(2n)!}$, find $f^{(10)}(0)$.
Solution:
The general term of a Maclaurin series is $\frac{f^{(k)}(0)}{k!} x^k$.
We want $k=10$. In the given series, $2n = 10 \implies n=5$.
The term is $\frac{(-1)^5 x^{10}}{10!}$.
Equating coefficients: $\frac{f^{(10)}(0)}{10!} = \frac{-1}{10!}$.
$f^{(10)}(0) = -1$.
Find a power series for $f(x) = \frac{1}{1+x^2}$.
Solution:
Use $\frac{a}{1-r}$ with $a=1, r=-x^2$.
$f(x) = 1 - x^2 + x^4 - x^6 + \dots = \sum (-1)^n x^{2n}$.
Derive the series for $\arctan(x)$ by integrating $\frac{1}{1+x^2}$.
Solution:
$\arctan(x) = \int (1 - x^2 + x^4 - \dots) dx = C + x - \frac{x^3}{3} + \frac{x^5}{5} - \dots$
Since $\arctan(0) = 0$, $C=0$.
$\arctan(x) = \sum_{n=0}^{\infty} \frac{(-1)^n x^{2n+1}}{2n+1}$.
Solution:
Use Direct Comparison. $|\frac{\sin(n)}{n^2}| \le \frac{1}{n^2}$.
Since $\sum \frac{1}{n^2}$ converges ($p=2$), $\sum |\frac{\sin(n)}{n^2}|$ converges.
The series converges absolutely.
Find $\lim_{n \to \infty} \frac{\ln(n)}{n}$.
Solution:
Treat as $f(x) = \frac{\ln x}{x}$. Type $\infty/\infty$.
Apply L'Hopital: $\lim_{x \to \infty} \frac{1/x}{1} = 0$.
The sequence converges to $0$.
For what values of $p$ does $\sum_{n=1}^{\infty} \frac{n}{(n^2+1)^p}$ converge?
Solution:
Compare with $\sum \frac{n}{n^{2p}} = \sum \frac{1}{n^{2p-1}}$.
Converges if $2p-1 > 1 \implies 2p > 2 \implies p > 1$.
Does $\sum \left(\frac{3n+1}{4n-1}\right)^n$ converge?
Solution:
$\lim_{n \to \infty} \sqrt[n]{|a_n|} = \lim_{n \to \infty} \frac{3n+1}{4n-1} = 3/4$.
Since $3/4 < 1$, it converges.
Find the coefficient $c_3$ of the Taylor series for $f(x) = \ln(x)$ centered at $c=1$.
Solution:
$f'(x) = 1/x, f''(x) = -1/x^2, f'''(x) = 2/x^3$.
$f'''(1) = 2$.
$c_3 = \frac{f'''(1)}{3!} = \frac{2}{6} = \frac{1}{3}$.
Approximate $e^{0.1}$ using $P_2(x)$ and bound the error.
Solution:
$P_2(0.1) = 1 + 0.1 + \frac{(0.1)^2}{2} = 1.105$.
$|R_2(0.1)| \le \frac{M}{3!} (0.1)^3$.
$f'''(x) = e^x$. On $[0, 0.1]$, $e^x$ is max at $e^{0.1}$. Since we don't know $e^{0.1}$, use $e^1 < 3$.
Error $\le \frac{3}{6} (0.001) = 0.0005$.
Evaluate $\lim_{x \to 0} \frac{\sin x - x}{x^3}$.
Solution:
$\sin x = x - \frac{x^3}{6} + \frac{x^5}{120} - \dots$
$\sin x - x = -\frac{x^3}{6} + \frac{x^5}{120} - \dots$
Divide by $x^3$: $-\frac{1}{6} + \frac{x^2}{120} - \dots$
As $x \to 0$, limit is $-1/6$.
Interval of $\sum \frac{(x-2)^n}{n 3^n}$.
Solution:
Ratio Test $\implies |x-2| < 3 \implies -1 < x < 5$.
$x=5: \sum \frac{1}{n}$ (Diverges).
$x=-1: \sum \frac{(-1)^n}{n}$ (Converges).
Interval: $[-1, 5)$.
Evaluate $1 - \frac{1}{2} + \frac{1}{3} - \frac{1}{4} + \dots$
Solution:
This is the Maclaurin series for $\ln(1+x)$ with $x=1$.
$\ln(1+1) = \ln 2$.
How many terms of $\sum \frac{(-1)^n}{n^4}$ are needed to ensure error $< 0.001$?
Solution:
$|a_{n+1}| < 0.001 \implies \frac{1}{(n+1)^4} < \frac{1}{1000}$.
$(n+1)^4 > 1000$.
$n+1 > \sqrt[4]{1000} \approx 5.6$.
$n+1 = 6 \implies n=5$.
5 terms are needed.
Let $g(x) = \sum_{n=1}^{\infty} \frac{(-1)^n x^{2n+1}}{(2n+1)!}$. What is $g'(x)$?
Solution:
$g(x) = \sin x - x$ (since the first term of $\sin x$ is missing and signs are flipped).
$g'(x) = \cos x - 1$.
Suppose $f^{(4)}(x) \le 10$ for all $x$. Bound the error for $P_3(2)$ if $c=0$.
Solution:
$|R_3(2)| \le \frac{10}{4!} (2-0)^4 = \frac{10}{24} \cdot 16 = \frac{160}{24} = \frac{20}{3} \approx 6.66$.
Can a series $\sum a_n$ converge if $\lim_{n \to \infty} a_n = 0.00001$?
Solution:
No. By the $n$-th term test, the limit of the terms must be exactly zero for convergence to even be possible. If the limit is $0.00001$, the sum will eventually add $0.00001$ an infinite number of times, leading to infinity.
END OF CHAPTER
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