Power Series for MATH 141
Exam Relevance for MATH 141
Power series convergence is a major MATH 141 final topic. Finding radius/interval and testing endpoints appears every year.
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What is a Power Series?
Up until now, polynomials and infinite series have lived in separate worlds. Polynomials are easy to work with — you can add, multiply, differentiate, and integrate them without breaking a sweat. But polynomials are limited: they can only describe certain shapes and behaviors.
Infinite series, on the other hand, can represent much more — but they're just numbers. The series $\sum \frac{1}{n^2}$ converges to $\frac{\pi^2}{6}$, but that's a single value, not a function.
Power series bridge these two worlds. A power series is an "infinite polynomial" — it looks like a polynomial, but with infinitely many terms. And here's the magic: power series can represent functions that polynomials never could, like $e^x$, $\sin x$, and $\ln(1+x)$.
The Definition
A power series centered at $a$ (also called "centered at $a$" or "about $a$") is:
$$\sum_{n=0}^{\infty} c_n (x - a)^n = c_0 + c_1(x-a) + c_2(x-a)^2 + c_3(x-a)^3 + \cdots$$
where $c_0, c_1, c_2, \ldots$ are constants called coefficients.
Special case — centered at 0:
$$\sum_{n=0}^{\infty} c_n x^n = c_0 + c_1 x + c_2 x^2 + c_3 x^3 + \cdots$$
This is like a polynomial $c_0 + c_1 x + c_2 x^2 + \cdots + c_N x^N$, except it never stops.
Why Do We Care?
1. Functions become "infinitely smooth polynomials"
Many important functions can be written as power series:
$$e^x = 1 + x + \frac{x^2}{2!} + \frac{x^3}{3!} + \cdots$$
$$\sin x = x - \frac{x^3}{3!} + \frac{x^5}{5!} - \cdots$$
$$\frac{1}{1-x} = 1 + x + x^2 + x^3 + \cdots$$
This means we can use polynomial techniques on non-polynomial functions!
2. Easy differentiation and integration
Differentiating $e^{-x^2}$ is easy. Integrating it? Impossible with elementary functions. But as a power series, you can integrate term by term:
$$e^{-x^2} = 1 - x^2 + \frac{x^4}{2!} - \frac{x^6}{3!} + \cdots$$
$$\int e^{-x^2}\,dx = x - \frac{x^3}{3} + \frac{x^5}{5 \cdot 2!} - \frac{x^7}{7 \cdot 3!} + \cdots$$
3. Approximations and computation
How does your calculator compute $\sin(0.5)$? It uses a power series! Truncating after a few terms gives excellent approximations.
The Big Question: Where Does It Converge?
Here's the crucial thing to understand: a power series is both a function and a series at the same time.
- As a function, it takes an input $x$ and (hopefully) produces an output
- As a series, it's an infinite sum that might converge or diverge
The catch is that not every input $x$ produces a convergent series. For some values of $x$, the series adds up to a finite number. For others, it blows up to infinity.
Consider the geometric power series $\sum_{n=0}^{\infty} x^n = 1 + x + x^2 + x^3 + \cdots$
If we plug in $x = 0.5$: $$1 + 0.5 + 0.25 + 0.125 + \cdots = 2$$ The terms shrink rapidly, the series converges, and we get a finite answer.
If we plug in $x = 2$: $$1 + 2 + 4 + 8 + 16 + \cdots = \infty$$ The terms grow, the series diverges, and there's no finite answer.
Same series, different $x$ values, completely different outcomes!
The radius of convergence $R$ tells us exactly where the boundary is:
- The series converges absolutely for $|x - a| < R$ (inside the radius)
- The series diverges for $|x - a| > R$ (outside the radius)
- At $|x - a| = R$ (the endpoints), you must check separately
This creates an interval of convergence centered at $a$.
Visualizing the Radius of Convergence
Think of it like a "zone of validity" around the center $a$:
diverges converges diverges
←──────────|─────●─────|──────────→
a - R a a + R
Inside the interval $(a - R, a + R)$, the power series converges and represents a function. Outside, it diverges.
Three possibilities for $R$:
- $R = 0$: Only converges at the center point $x = a$
- $R = \infty$: Converges for all real $x$ (like $e^x$)
- $0 < R < \infty$: Converges on a finite interval (most common)
An Important Subtlety: The Series vs. The Function
Here's something that often confuses students: the underlying function might still exist outside the interval, but the series can't "reach" it there.
Consider $\sum_{n=0}^{\infty} x^n$, which equals $\frac{1}{1-x}$ for $|x| < 1$.
- At $x = 0.5$: The function $\frac{1}{1-0.5} = 2$, and the series gives $1 + 0.5 + 0.25 + \cdots = 2$ ✓ They match!
- At $x = 2$: The function $\frac{1}{1-2} = -1$ is perfectly well-defined, but the series $1 + 2 + 4 + 8 + \cdots$ diverges!
The function $\frac{1}{1-x}$ exists at $x = 2$ (it equals $-1$), but the power series can't compute it there — the series just blows up.
Think of it like a map: A map might only be accurate within 10 miles of your city. The rest of the world still exists, but your map shows blank space there. Similarly, the power series is a "representation" of the function that only works within the radius of convergence.
Key takeaway: Inside the interval, the series converges and equals the function. Outside the interval, the series diverges and represents nothing — even though the function itself might still be defined there.
Finding the Radius of Convergence
Use the Ratio Test or Root Test on the series, treating $x$ as a parameter.
Method (Ratio Test):
For $\sum c_n (x-a)^n$, compute:
$$L = \lim_{n \to \infty} \left| \frac{c_{n+1}(x-a)^{n+1}}{c_n(x-a)^n} \right| = |x - a| \cdot \lim_{n \to \infty} \left| \frac{c_{n+1}}{c_n} \right|$$
The series converges when $L < 1$, which means:
$$|x - a| < \frac{1}{\lim_{n \to \infty} |c_{n+1}/c_n|}$$
So:
$$R = \frac{1}{\lim_{n \to \infty} |c_{n+1}/c_n|} = \lim_{n \to \infty} \left| \frac{c_n}{c_{n+1}} \right|$$
Find the radius and interval of convergence for $\displaystyle\sum_{n=0}^{\infty} x^n$.
Step 1: Identify the coefficients
This is $\sum c_n x^n$ with $c_n = 1$ for all $n$, centered at $a = 0$.
Step 2: Apply the Ratio Test
$$L = \lim_{n \to \infty} \left| \frac{x^{n+1}}{x^n} \right| = |x|$$
Converges when $|x| < 1$, so $R = 1$.
Step 3: Check endpoints
At $x = 1$: $\sum 1^n = 1 + 1 + 1 + \cdots$ diverges.
At $x = -1$: $\sum (-1)^n = 1 - 1 + 1 - 1 + \cdots$ diverges.
Conclusion: Radius $R = 1$, interval of convergence $(-1, 1)$.
What does this actually mean?
- At $x = 0.5$: $\sum (0.5)^n = 1 + 0.5 + 0.25 + \cdots = 2$ ✓ converges
- At $x = -0.8$: $\sum (-0.8)^n = 1 - 0.8 + 0.64 - \cdots \approx 0.556$ ✓ converges
- At $x = 1.5$: $\sum (1.5)^n = 1 + 1.5 + 2.25 + 3.375 + \cdots = \infty$ ✗ diverges
- At $x = -2$: $\sum (-2)^n = 1 - 2 + 4 - 8 + \cdots$ ✗ diverges (terms don't approach 0)
The series "works" as a function only for $x$ between $-1$ and $1$. Outside that interval, asking "what does $\sum x^n$ equal?" has no answer — the series doesn't converge to anything.
Bonus: For $|x| < 1$, this series equals the function $\frac{1}{1-x}$. Try it: at $x = 0.5$, we get $\frac{1}{1-0.5} = 2$ ✓
Find the radius and interval of convergence for $\displaystyle\sum_{n=0}^{\infty} \frac{x^n}{n!}$.
Step 1: Identify the coefficients
Here $c_n = \frac{1}{n!}$, centered at $a = 0$.
Step 2: Apply the Ratio Test
$$L = \lim_{n \to \infty} \left| \frac{x^{n+1}/(n+1)!}{x^n/n!} \right| = \lim_{n \to \infty} \left| x \cdot \frac{n!}{(n+1)!} \right| = \lim_{n \to \infty} \frac{|x|}{n+1} = 0$$
Since $L = 0 < 1$ for all $x$, the series converges for all $x$.
Conclusion: Radius $R = \infty$, interval of convergence $(-\infty, \infty)$.
What does $R = \infty$ mean? This series converges for ANY value of $x$ you plug in:
- At $x = 1$: $1 + 1 + \frac{1}{2} + \frac{1}{6} + \frac{1}{24} + \cdots \approx 2.718$ ✓
- At $x = 10$: The series still converges (to $e^{10} \approx 22{,}026$) ✓
- At $x = -100$: Still converges (to $e^{-100}$, a tiny positive number) ✓
The factorial in the denominator grows so fast that it "tames" any power of $x$, no matter how large.
Bonus: This series equals $e^x$!
Find the radius and interval of convergence for $\displaystyle\sum_{n=1}^{\infty} \frac{(-1)^n x^n}{n \cdot 3^n}$.
Step 1: Identify the structure
We can write this as $\sum c_n x^n$ where $c_n = \frac{(-1)^n}{n \cdot 3^n}$.
Step 2: Apply the Ratio Test
$$\left| \frac{a_{n+1}}{a_n} \right| = \left| \frac{(-1)^{n+1} x^{n+1}}{(n+1) \cdot 3^{n+1}} \cdot \frac{n \cdot 3^n}{(-1)^n x^n} \right|$$
$$= |x| \cdot \frac{n}{n+1} \cdot \frac{1}{3}$$
$$L = \lim_{n \to \infty} \frac{|x| \cdot n}{3(n+1)} = \frac{|x|}{3}$$
Converges when $\frac{|x|}{3} < 1$, so $|x| < 3$.
Step 3: Check endpoints
At $x = 3$: $\sum \frac{(-1)^n}{n}$ — alternating harmonic, converges (AST).
At $x = -3$: $\sum \frac{(-1)^n (-3)^n}{n \cdot 3^n} = \sum \frac{(-1)^n (-1)^n}{n} = \sum \frac{1}{n}$ — harmonic, diverges.
Conclusion: Radius $R = 3$, interval of convergence $(-3, 3]$.
Find the radius of convergence for $\displaystyle\sum_{n=1}^{\infty} \frac{(x-2)^n}{n \cdot 3^n}$.
Step 1: Identify the center
This is centered at $a = 2$, with $c_n = \frac{1}{n \cdot 3^n}$.
Step 2: Apply the Ratio Test
$$\left| \frac{a_{n+1}}{a_n} \right| = \left| \frac{(x-2)^{n+1}}{(n+1) \cdot 3^{n+1}} \cdot \frac{n \cdot 3^n}{(x-2)^n} \right| = |x-2| \cdot \frac{n}{3(n+1)}$$
$$L = \lim_{n \to \infty} \frac{|x-2| \cdot n}{3(n+1)} = \frac{|x-2|}{3}$$
Converges when $|x - 2| < 3$.
Conclusion: Radius $R = 3$, centered at $2$, so the interval is $(-1, 5)$ before checking endpoints.
What does "centered at 2 with radius 3" mean?
The series converges when $x$ is within distance 3 of the center point 2:
- At $x = 2$ (the center): Always converges — every $(x-2)^n$ term is $0^n = 0$
- At $x = 3$ (distance 1 from center): Converges ✓
- At $x = 4.5$ (distance 2.5 from center): Converges ✓
- At $x = 6$ (distance 4 from center): Diverges ✗ — too far from center!
- At $x = -3$ (distance 5 from center): Diverges ✗ — way outside the radius
The "radius" really is like a radius of a circle: it measures how far you can go from the center before the series breaks down.
The Interval of Convergence: A Checklist
- Find $R$ using the Ratio Test or Root Test
- Write the open interval $(a - R, a + R)$
- Check the left endpoint $x = a - R$ — plug in and test convergence
- Check the right endpoint $x = a + R$ — plug in and test convergence
- State the final interval including or excluding endpoints as appropriate
Common endpoint behaviors:
- Often one endpoint converges (conditionally) and the other diverges
- Both endpoints might converge, or both might diverge
- Use p-series, alternating series test, or comparison tests at endpoints
Summary: The Big Picture
| Concept | What It Means |
|---|---|
| Power series | "Infinite polynomial" $\sum c_n(x-a)^n$ |
| Center $a$ | Where the series is "based" |
| Radius $R$ | How far from $a$ the series converges |
| Interval of convergence | All $x$ values where the series converges |
| Endpoints | Must be checked separately (could go either way) |
Common Mistakes and Misunderstandings
❌ Mistake: Forgetting to check endpoints
Wrong: "The Ratio Test gives $|x| < 3$, so the interval is $(-3, 3)$."
Why it's wrong: The Ratio Test only tells you about the open interval. Endpoints require separate testing — they might converge!
Correct: After finding $R$, always test $x = a - R$ and $x = a + R$ individually.
❌ Mistake: Confusing radius with interval
Wrong: "The radius of convergence is $(-2, 4)$."
Why it's wrong: Radius is a single number $R$. The interval is $(a - R, a + R)$ possibly including endpoints.
Correct: "The radius is $R = 3$ and the interval of convergence is $(-2, 4]$" (for a series centered at $a = 1$).
❌ Mistake: Using wrong test at endpoints
Wrong: Using the Ratio Test at $x = R$ to check convergence.
Why it's wrong: At endpoints, the Ratio Test gives $L = 1$ (inconclusive). You need other tests.
Correct: At endpoints, use the Divergence Test, p-series test, Alternating Series Test, or comparison tests.
❌ Mistake: Thinking $R = 0$ means "doesn't converge anywhere"
Wrong: "$R = 0$ means the series never converges."
Why it's wrong: Even when $R = 0$, the series still converges at the center point $x = a$.
Correct: $R = 0$ means the series only converges at $x = a$ and nowhere else.
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