Gilbert Strang; Edwin “Jed” Herman

Learning Objectives

5.6.1 Use the ratio test to determine absolute convergence of a series.
5.6.2 Use the root test to determine absolute convergence of a series.
5.6.3 Describe a strategy for testing the convergence of a given series.

In this section, we prove the last two series convergence tests: the ratio test and the root test. These tests are particularly nice because they do not require us to find a comparable series. The ratio test will be especially useful in the discussion of power series in the next chapter.

Throughout this chapter, we have seen that no single convergence test works for all series. Therefore, at the end of this section we discuss a strategy for choosing which convergence test to use for a given series.

Ratio Test

Consider a series $\sum_{n = 1}^{\infty} a_{n} .$ From our earlier discussion and examples, we know that $lim_{n \to \infty} a_{n} = 0$ is not a sufficient condition for the series to converge. Not only do we need $a_{n} \to 0,$ but we need $a_{n} \to 0$ quickly enough. For example, consider the series $\sum_{n = 1}^{\infty} 1 / n$ and the series $\sum_{n = 1}^{\infty} 1 / n^{2} .$ We know that $1 / n \to 0$ and $1 / n^{2} \to 0 .$ However, only the series $\sum_{n = 1}^{\infty} 1 / n^{2}$ converges. The series $\sum_{n = 1}^{\infty} 1 / n$ diverges because the terms in the sequence ${1 / n}$ do not approach zero fast enough as $n \to \infty .$ Here we introduce the ratio test, which provides a way of measuring how fast the terms of a series approach zero.

Theorem 5.16

Ratio Test

Let $\sum_{n = 1}^{\infty} a_{n}$ be a series with nonzero terms. Let

ρ = lim_{n \to \infty} | \frac{a_{n + 1}}{a_{n}} | .

If $0 \leq ρ < 1,$ then $\sum_{n = 1}^{\infty} a_{n}$ converges absolutely.
If $ρ > 1$ or $ρ = \infty,$ then $\sum_{n = 1}^{\infty} a_{n}$ diverges.
If $ρ = 1,$ the test does not provide any information.

Proof

Let $\sum_{n = 1}^{\infty} a_{n}$ be a series with nonzero terms.

We begin with the proof of part i. In this case, $ρ = lim_{n \to \infty} | \frac{a_{n + 1}}{a_{n}} | < 1 .$ Since $0 \leq ρ < 1,$ there exists $R$ such that $0 \leq ρ < R < 1 .$ Let $ε = R - ρ > 0 .$ By the definition of limit of a sequence, there exists some integer $N$ such that

| | \frac{a_{n + 1}}{a_{n}} | - ρ | < ε for all n \geq N .

Therefore,

| \frac{a_{n + 1}}{a_{n}} | < ρ + ε = R for all n \geq N

and, thus,

\begin{array}{l} | a_{N + 1} | < R | a_{N} | \\ | a_{N + 2} | < R | a_{N + 1} | < R^{2} | a_{N} | \\ | a_{N + 3} | < R | a_{N + 2} | < R^{2} | a_{N + 1} | < R^{3} | a_{N} | \\ | a_{N + 4} | < R | a_{N + 3} | < R^{2} | a_{N + 2} | < R^{3} | a_{N + 1} | < R^{4} | a_{N} | \\ ⋮ . \end{array}

Since $R < 1,$ the geometric series

R | a_{N} | + R^{2} | a_{N} | + R^{3} | a_{N} | + ⋯

converges. Given the inequalities above, we can apply the comparison test and conclude that the series

| a_{N + 1} | + | a_{N + 2} | + | a_{N + 3} | + | a_{N + 4} | + ⋯

converges. Therefore, since

\sum_{n = 1}^{\infty} | a_{n} | = \sum_{n = 1}^{N} | a_{n} | + \sum_{n = N + 1}^{\infty} | a_{n} |

where $\sum_{n = 1}^{N} | a_{n} |$ is a finite sum and $\sum_{n = N + 1}^{\infty} | a_{n} |$ converges, we conclude that $\sum_{n = 1}^{\infty} | a_{n} |$ converges.

For part ii.

ρ = lim_{n \to \infty} | \frac{a_{n + 1}}{a_{n}} | > 1 .

Since $ρ > 1,$ there exists $R$ such that $ρ > R > 1 .$ Let $ε = ρ - R > 0 .$ By the definition of the limit of a sequence, there exists an integer $N$ such that

| | \frac{a_{n + 1}}{a_{n}} | - ρ | < ε for all n \geq N .

Therefore,

R = ρ - ε < | \frac{a_{n + 1}}{a_{n}} | for all n \geq N,

and, thus,

\begin{array}{l} | a_{N + 1} | > R | a_{N} | \\ | a_{N + 2} | > R | a_{N + 1} | > R^{2} | a_{N} | \\ | a_{N + 3} | > R | a_{N + 2} | > R^{2} | a_{N + 1} | > R^{3} | a_{N} | \\ | a_{N + 4} | > R | a_{N + 3} | > R^{2} | a_{N + 2} | > R^{3} | a_{N + 1} | > R^{4} | a_{N} | . \end{array}

Since $R > 1,$ the geometric series

R | a_{N} | + R^{2} | a_{N} | + R^{3} | a_{N} | + ⋯

diverges. Applying the comparison test, we conclude that the series

| a_{N + 1} | + | a_{N + 2} | + | a_{N + 3} | + ⋯

diverges, and therefore the series $\sum_{n = 1}^{\infty} | a_{n} |$ diverges.

For part iii. we show that the test does not provide any information if $ρ = 1$ by considering the $p - series$ $\sum_{n = 1}^{\infty} 1 / n^{p} .$ For any real number $p,$

ρ = lim_{n \to \infty} \frac{1 / {(n + 1)}^{p}}{1 / n^{p}} = lim_{n \to \infty} \frac{n^{p}}{{(n + 1)}^{p}} = 1 .

However, we know that if $p \leq 1,$ the $p - series$ $\sum_{n = 1}^{\infty} 1 / n^{p}$ diverges, whereas $\sum_{n = 1}^{\infty} 1 / n^{p}$ converges if $p > 1 .$

□

The ratio test is particularly useful for series whose terms contain factorials or exponentials, where the ratio of terms simplifies the expression. The ratio test is convenient because it does not require us to find a comparative series. The drawback is that the test sometimes does not provide any information regarding convergence.

Example 5.23

Using the Ratio Test

For each of the following series, use the ratio test to determine whether the series converges or diverges.

$\sum_{n = 1}^{\infty} \frac{2^{n}}{n!}$
$\sum_{n = 1}^{\infty} \frac{n^{n}}{n!}$
$\sum_{n = 1}^{\infty} \frac{{(−1)}^{n} {(n!)}^{2}}{(2 n)!}$

Solution

From the ratio test, we can see that

$ρ = lim_{n \to \infty} \frac{2^{n + 1} / (n + 1)!}{2^{n} / n!} = lim_{n \to \infty} \frac{2^{n + 1}}{(n + 1)!} \cdot \frac{n!}{2^{n}} .$

Since $(n + 1)! = (n + 1) \cdot n!,$

$ρ = lim_{n \to \infty} \frac{2}{n + 1} = 0 .$

Since $ρ < 1,$ the series converges.
We can see that

$\begin{matrix} ρ & = lim_{n \to \infty} \frac{{(n + 1)}^{n + 1} / (n + 1)!}{n^{n} / n!} \\ = lim_{n \to \infty} \frac{{(n + 1)}^{n + 1}}{(n + 1)!} \cdot \frac{n!}{n^{n}} \\ = lim_{n \to \infty} {(\frac{n + 1}{n})}^{n} = lim_{n \to \infty} {(1 + \frac{1}{n})}^{n} = e . \end{matrix}$

Since $ρ > 1,$ the series diverges.
Since

$\begin{matrix} | \frac{{(−1)}^{n + 1} {((n + 1)!)}^{2} / (2 (n + 1))!}{{(−1)}^{n} {(n!)}^{2} / (2 n)!} | & = \frac{(n + 1)! (n + 1)!}{(2 n + 2)!} \cdot \frac{(2 n)!}{n! n!} \\ = \frac{(n + 1) (n + 1)}{(2 n + 2) (2 n + 1)} \end{matrix}$

we see that

$ρ = lim_{n \to \infty} \frac{(n + 1) (n + 1)}{(2 n + 2) (2 n + 1)} = \frac{1}{4} .$

Since $ρ < 1,$ the series converges.

Checkpoint 5.21

Use the ratio test to determine whether the series $\sum_{n = 1}^{\infty} \frac{n^{3}}{3^{n}}$ converges or diverges.

Root Test

The approach of the root test is similar to that of the ratio test. Consider a series $\sum_{n = 1}^{\infty} a_{n}$ such that $lim_{n \to \infty} \sqrt[n]{| a_{n} |} = ρ$ for some real number $ρ .$ Then for $N$ sufficiently large, $| a_{N} | \approx ρ^{N} .$ Therefore, we can approximate $\sum_{n = N}^{\infty} | a_{n} |$ by writing

| a_{N} | + | a_{N + 1} | + | a_{N + 2} | + ⋯ \approx ρ^{N} + ρ^{N + 1} + ρ^{N + 2} + ⋯ .

The expression on the right-hand side is a geometric series. As in the ratio test, the series $\sum_{n = 1}^{\infty} a_{n}$ converges absolutely if $0 \leq ρ < 1$ and the series diverges if $ρ \geq 1 .$ If $ρ = 1,$ the test does not provide any information. For example, for any p-series, $\sum_{n = 1}^{\infty} 1 / n^{p},$ we see that

ρ = lim_{n \to \infty} \sqrt[n]{| \frac{1}{n^{p}} |} = lim_{n \to \infty} \frac{1}{n^{p / n}} .

To evaluate this limit, we use the natural logarithm function. Doing so, we see that

ln ρ = ln (lim_{n \to \infty} \frac{1}{n^{p / n}}) = lim_{n \to \infty} ln {(\frac{1}{n})}^{p / n} = lim_{n \to \infty} \frac{p}{n} \cdot ln (\frac{1}{n}) = lim_{n \to \infty} \frac{p ln (1 / n)}{n} .

Using L’Hôpital’s rule, it follows that $ln ρ = 0,$ and therefore $ρ = 1$ for all $p .$ However, we know that the p-series only converges if $p > 1$ and diverges if $p < 1 .$

Theorem 5.17

Root Test

Consider the series $\sum_{n = 1}^{\infty} a_{n} .$ Let

ρ = lim_{n \to \infty} \sqrt[n]{| a_{n} |} .

If $0 \leq ρ < 1,$ then $\sum_{n = 1}^{\infty} a_{n}$ converges absolutely.
If $ρ > 1$ or $ρ = \infty,$ then $\sum_{n = 1}^{\infty} a_{n}$ diverges.
If $ρ = 1,$ the test does not provide any information.

The root test is useful for series whose terms involve exponentials. In particular, for a series whose terms $a_{n}$ satisfy $| a_{n} | = b_{n}^{n},$ then $\sqrt[n]{| a_{n} |} = b_{n}$ and we need only evaluate $lim_{n \to \infty} b_{n} .$

Example 5.24

Using the Root Test

For each of the following series, use the root test to determine whether the series converges or diverges.

$\sum_{n = 1}^{\infty} \frac{{(n^{2} + 3 n)}^{n}}{{(4 n^{2} + 5)}^{n}}$
$\sum_{n = 2}^{\infty} \frac{n^{n}}{{(ln (n))}^{n}}$

Solution

To apply the root test, we compute

$ρ = lim_{n \to \infty} \sqrt[n]{{(n^{2} + 3 n)}^{n} / {(4 n^{2} + 5)}^{n}} = lim_{n \to \infty} \frac{n^{2} + 3 n}{4 n^{2} + 5} = \frac{1}{4} .$

Since $ρ < 1,$ the series converges absolutely.
We have

$ρ = lim_{n \to \infty} \sqrt[n]{n^{n} / {(ln n)}^{n}} = lim_{n \to \infty} \frac{n}{ln n} = \infty by L’Hôpital’s rule .$

Since $ρ = \infty,$ the series diverges.

Checkpoint 5.22

Use the root test to determine whether the series $\sum_{n = 1}^{\infty} 1 / n^{n}$ converges or diverges.

Choosing a Convergence Test

At this point, we have a long list of convergence tests. However, not all tests can be used for all series. When given a series, we must determine which test is the best to use. Here is a strategy for finding the best test to apply.

Problem-Solving Strategy

Problem-Solving Strategy: Choosing a Convergence Test for a Series

Consider a series $\sum_{n = 1}^{\infty} a_{n} .$ In the steps below, we outline a strategy for determining whether the series converges.

Is $\sum_{n = 1}^{\infty} a_{n}$ a familiar series? For example, is it the harmonic series (which diverges) or the alternating harmonic series (which converges)? Is it a $p - series$ or geometric series? If so, check the power $p$ or the ratio $r$ to determine if the series converges.
Is it an alternating series? Are we interested in absolute convergence or just convergence? If we are just interested in whether the series converges, apply the alternating series test. If we are interested in absolute convergence, proceed to step $3,$ considering the series of absolute values $\sum_{n = 1}^{\infty} | a_{n} | .$
Is the series similar to a $p - series$ or geometric series? If so, try the comparison test or limit comparison test.
Do the terms in the series contain a factorial or power? If the terms are powers such that $a_{n} = b_{n}^{n},$ try the root test first. Otherwise, try the ratio test first.
Use the divergence test. If this test does not provide any information, try the integral test.

Media

Visit this website for more information on testing series for convergence, plus general information on sequences and series.

Example 5.25

Using Convergence Tests

For each of the following series, determine which convergence test is the best to use and explain why. Then determine if the series converges or diverges. If the series is an alternating series, determine whether it converges absolutely, converges conditionally, or diverges.

$\sum_{n = 1}^{\infty} \frac{n^{2} + 2 n}{n^{3} + 3 n^{2} + 1}$
$\sum_{n = 1}^{\infty} \frac{{(−1)}^{n + 1} (3 n + 1)}{n!}$
$\sum_{n = 1}^{\infty} \frac{e^{n}}{n^{3}}$
$\sum_{n = 1}^{\infty} \frac{3^{n}}{{(n + 1)}^{n}}$

Solution

Step 1. The series is not a $p - series$ or geometric series.
Step 2. The series is not alternating.
Step 3. For large values of $n,$ we approximate the series by the expression

$\frac{n^{2} + 2 n}{n^{3} + 3 n^{2} + 1} \approx \frac{n^{2}}{n^{3}} = \frac{1}{n} .$

Therefore, it seems reasonable to apply the comparison test or limit comparison test using the series $\sum_{n = 1}^{\infty} 1 / n .$ Using the limit comparison test, we see that

$lim_{n \to \infty} \frac{(n^{2} + 2 n) / (n^{3} + 3 n^{2} + 1)}{1 / n} = lim_{n \to \infty} \frac{n^{3} + 2 n^{2}}{n^{3} + 3 n^{2} + 1} = 1 .$

Since the series $\sum_{n = 1}^{\infty} 1 / n$ diverges, this series diverges as well.
Step 1.The series is not a familiar series.
Step 2. The series is alternating. Since we are interested in absolute convergence, consider the series

$\sum_{n = 1}^{\infty} \frac{3 n}{(n + 1)!} .$

Step 3. The series is not similar to a p-series or geometric series.
Step 4. Since each term contains a factorial, apply the ratio test. We see that

$lim_{n \to \infty} \frac{(3 (n + 1)) / (n + 1)!}{(3 n + 1) / n!} = lim_{n \to \infty} \frac{3 n + 3}{(n + 1)!} \cdot \frac{n!}{3 n + 1} = lim_{n \to \infty} \frac{3 n + 3}{(n + 1) (3 n + 1)} = 0 .$

Therefore, this series converges, and we conclude that the original series converges absolutely, and thus converges.
Step 1. The series is not a familiar series.
Step 2. It is not an alternating series.
Step 3. There is no obvious series with which to compare this series.
Step 4. There is no factorial. There is a power, but it is not an ideal situation for the root test.
Step 5. To apply the divergence test, we calculate that

$lim_{n \to \infty} \frac{e^{n}}{n^{3}} = \infty .$

Therefore, by the divergence test, the series diverges.
Step 1. This series is not a familiar series.
Step 2. It is not an alternating series.
Step 3. There is no obvious series with which to compare this series.
Step 4. Since each term is a power of $n,$ we can apply the root test. Since

$lim_{n \to \infty} \sqrt[n]{{(\frac{3}{n + 1})}^{n}} = lim_{n \to \infty} \frac{3}{n + 1} = 0,$

by the root test, we conclude that the series converges.

Checkpoint 5.23

For the series $\sum_{n = 1}^{\infty} \frac{2^{n}}{3^{n} + n},$ determine which convergence test is the best to use and explain why.

In Table 5.3, we summarize the convergence tests and when each can be applied. Note that while the comparison test, limit comparison test, and integral test require the series $\sum_{n = 1}^{\infty} a_{n}$ to have nonnegative terms, if $\sum_{n = 1}^{\infty} a_{n}$ has negative terms, these tests can be applied to $\sum_{n = 1}^{\infty} | a_{n} |$ to test for absolute convergence.

Series or Test	Conclusions	Comments
Divergence Test For any series $\sum_{n = 1}^{\infty} a_{n},$ evaluate $lim_{n \to \infty} a_{n} .$	If $lim_{n \to \infty} a_{n} = 0,$ the test is inconclusive.	This test cannot prove convergence of a series.
	If $lim_{n \to \infty} a_{n} \neq 0,$ the series diverges.	This test cannot prove convergence of a series.
Geometric Series $\sum_{n = 1}^{\infty} a r^{n - 1}$	If $\| r \| < 1,$ the series converges to $a / (1 - r) .$	Any geometric series can be reindexed to be written in the form $a + a r + a r^{2} + ⋯,$ where $a$ is the initial term and $r$ is the ratio.
Geometric Series $\sum_{n = 1}^{\infty} a r^{n - 1}$	If $\| r \| \geq 1,$ the series diverges.
p-Series $\sum_{n = 1}^{\infty} \frac{1}{n^{p}}$	If $p > 1,$ the series converges.	For $p = 1,$ we have the harmonic series $\sum_{n = 1}^{\infty} 1 / n .$
p-Series $\sum_{n = 1}^{\infty} \frac{1}{n^{p}}$	If $p \leq 1,$ the series diverges.
Comparison Test For $\sum_{n = 1}^{\infty} a_{n}$ with nonnegative terms, compare with a known series $\sum_{n = 1}^{\infty} b_{n} .$	If $a_{n} \leq b_{n}$ for all $n \geq N$ and $\sum_{n = 1}^{\infty} b_{n}$ converges, then $\sum_{n = 1}^{\infty} a_{n}$ converges.	Typically used for a series similar to a geometric or $p$ -series. It can sometimes be difficult to find an appropriate series.
	If $a_{n} \geq b_{n}$ for all $n \geq N$ and $\sum_{n = 1}^{\infty} b_{n}$ diverges, then $\sum_{n = 1}^{\infty} a_{n}$ diverges.
Limit Comparison Test For $\sum_{n = 1}^{\infty} a_{n}$ with positive terms, compare with a series $\sum_{n = 1}^{\infty} b_{n}$ by evaluating $L = lim_{n \to \infty} \frac{a_{n}}{b_{n}} .$	If $L$ is a real number and $L \neq 0,$ then $\sum_{n = 1}^{\infty} a_{n}$ and $\sum_{n = 1}^{\infty} b_{n}$ both converge or both diverge.	Typically used for a series similar to a geometric or $p$ -series. Often easier to apply than the comparison test.
	If $L = 0$ and $\sum_{n = 1}^{\infty} b_{n}$ converges, then $\sum_{n = 1}^{\infty} a_{n}$ converges.
	If $L = \infty$ and $\sum_{n = 1}^{\infty} b_{n}$ diverges, then $\sum_{n = 1}^{\infty} a_{n}$ diverges.
Integral Test If there exists a positive, continuous, decreasing function $f$ such that $a_{n} = f (n)$ for all $n \geq N,$ evaluate $\int_{N}^{\infty} f (x) d x .$	$\int_{N}^{\infty} f (x) d x$ and $\sum_{n = 1}^{\infty} a_{n}$ both converge or both diverge.	Limited to those series for which the corresponding function $f$ can be easily integrated.
Alternating Series $\sum_{n = 1}^{\infty} {(−1)}^{n + 1} b_{n} or \sum_{n = 1}^{\infty} {(−1)}^{n} b_{n}$	If $b_{n + 1} \leq b_{n}$ for all $n \geq 1$ and $b_{n} \to 0,$ then the series converges.	Only applies to alternating series.
Ratio Test For any series $\sum_{n = 1}^{\infty} a_{n}$ with nonzero terms, let $ρ = lim_{n \to \infty} \| \frac{a_{n + 1}}{a_{n}} \| .$	If $0 \leq ρ < 1,$ the series converges absolutely.	Often used for series involving factorials or exponentials.
	If $ρ > 1 or ρ = \infty,$ the series diverges.
	If $ρ = 1,$ the test is inconclusive.
Root Test For any series $\sum_{n = 1}^{\infty} a_{n},$ let $ρ = lim_{n \to \infty} \sqrt[n]{\| a_{n} \|} .$	If $0 \leq ρ < 1,$ the series converges absolutely.	Often used for series where $\| a_{n} \| = b_{n}^{n} .$
	If $ρ > 1 or ρ = \infty,$ the series diverges.
	If $ρ = 1,$ the test is inconclusive.

Table 5.3 Summary of Convergence Tests

Student Project

Series Converging to $π$ and $1 / π$

Dozens of series exist that converge to $π$ or an algebraic expression containing $π .$ Here we look at several examples and compare their rates of convergence. By rate of convergence, we mean the number of terms necessary for a partial sum to be within a certain amount of the actual value. The series representations of $π$ in the first two examples can be explained using Maclaurin series, which are discussed in the next chapter. The third example relies on material beyond the scope of this text.

The series

$π = 4 \sum_{n = 1}^{\infty} \frac{{(−1)}^{n + 1}}{2 n - 1} = 4 - \frac{4}{3} + \frac{4}{5} - \frac{4}{7} + \frac{4}{9} - ⋯$

was discovered by Gregory and Leibniz in the late 1600s.1600s. This result follows from the Maclaurin series for f(x)=tan−1x.f(x)=tan−1x. We will discuss this series in the next chapter.
1. Prove that this series converges.
2. Evaluate the partial sums $S_{n}$ for $n = 10, 20, 50, 100 .$
3. Use the remainder estimate for alternating series to get a bound on the error $R_{n} .$
4. What is the smallest value of $N$ that guarantees $| R_{N} | < 0.01 ?$ Evaluate $S_{N} .$
The series

$\begin{matrix} π & = 6 \sum_{n = 0}^{\infty} \frac{(2 n)!}{2^{4 n + 1} {(n!)}^{2} (2 n + 1)} \\ = 6 (\frac{1}{2} + \frac{1}{2 \cdot 3} {(\frac{1}{2})}^{3} + \frac{1 \cdot 3}{2 \cdot 4 \cdot 5} \cdot {(\frac{1}{2})}^{5} + \frac{1 \cdot 3 \cdot 5}{2 \cdot 4 \cdot 6 \cdot 7} {(\frac{1}{2})}^{7} + ⋯) \end{matrix}$

has been attributed to Newton in the late 1600s.1600s. The proof of this result uses the Maclaurin series for f(x)=sin−1x.f(x)=sin−1x.
1. Prove that the series converges.
2. Evaluate the partial sums $S_{n}$ for $n = 5, 10, 20 .$
3. Compare $S_{n}$ to $π$ for $n = 5, 10, 20$ and discuss the number of correct decimal places.
The series

$\frac{1}{π} = \frac{\sqrt{8}}{9801} \sum_{n = 0}^{\infty} \frac{(4 n)! (1103 + 26390 n)}{{(n!)}^{4} 396^{4 n}}$

was discovered by Ramanujan in the early 1900s.1900s. William Gosper, Jr., used this series to calculate ππ to an accuracy of more than 1717 million digits in the mid-1980s.mid-1980s. At the time, that was a world record. Since that time, this series and others by Ramanujan have led mathematicians to find many other series representations for ππ and 1/π.1/π.
1. Prove that this series converges.
2. Evaluate the first term in this series. Compare this number with the value of $π$ from a calculating utility. To how many decimal places do these two numbers agree? What if we add the first two terms in the series?
3. Investigate the life of Srinivasa Ramanujan $(1887 – 1920)$ and write a brief summary. Ramanujan is one of the most fascinating stories in the history of mathematics. He was basically self-taught, with no formal training in mathematics, yet he contributed in highly original ways to many advanced areas of mathematics.

Section 5.6 Exercises

Use the ratio test to determine whether $\sum_{n = 1}^{\infty} a_{n}$ converges, where $a_{n}$ is given in the following problems. State if the ratio test is inconclusive.

317.

$a_{n} = 1 / n!$

318.

$a_{n} = 10^{n} / n!$

319.

$a_{n} = n^{2} / 2^{n}$

320.

$a_{n} = n^{10} / 2^{n}$

321.

$\sum_{n = 1}^{\infty} \frac{{(n!)}^{3}}{(3 n)!}$

322.

$\sum_{n = 1}^{\infty} \frac{2^{3 n} {(n!)}^{3}}{(3 n)!}$

323.

$\sum_{n = 1}^{\infty} \frac{(2 n)!}{n^{2 n}}$

324.

$\sum_{n = 1}^{\infty} \frac{(2 n)!}{{(2 n)}^{n}}$

325.

$\sum_{n = 1}^{\infty} \frac{n!}{{(n / e)}^{n}}$

326.

$\sum_{n = 1}^{\infty} \frac{(2 n)!}{{(n / e)}^{2 n}}$

327.

$\sum_{n = 1}^{\infty} \frac{{(2^{n} n!)}^{2}}{{(2 n)}^{2 n}}$

Use the root test to determine whether $\sum_{n = 1}^{\infty} a_{n}$ converges, where $a_{n}$ is as follows.

328.

$a_{k} = {(\frac{k - 1}{2 k + 3})}^{k}$

329.

$a_{k} = {(\frac{2 k^{2} - 1}{k^{2} + 3})}^{k}$

330.

$a_{n} = \frac{{(ln n)}^{2 n}}{n^{n}}$

331.

$a_{n} = n / 2^{n}$

332.

$a_{n} = n / e^{n}$

333.

$a_{k} = \frac{k^{e}}{e^{k}}$

334.

$a_{k} = \frac{π^{k}}{k^{π}}$

335.

$a_{n} = {(\frac{1}{e} + \frac{1}{n})}^{n}$

336.

$a_{k} = \frac{1}{{(1 + ln k)}^{k}}$

For this exercise, let n start at 2.

337.

$a_{n} = \frac{{(ln (1 + ln n))}^{n}}{{(ln n)}^{n}}$

In the following exercises, use either the ratio test or the root test as appropriate to determine whether the series $\sum_{k = 1}^{\infty} a_{k}$ with given terms $a_{k}$ converges, or state if the test is inconclusive.

338.

$a_{k} = \frac{k!}{1 \cdot 3 \cdot 5 ⋯ (2 k - 1)}$

339.

$a_{k} = \frac{2 \cdot 4 \cdot 6 ⋯ 2 k}{(2 k)!}$

340.

$a_{k} = \frac{1 \cdot 4 \cdot 7 ⋯ (3 k - 2)}{3^{k} k!}$

341.

$a_{n} = {(1 - \frac{1}{n})}^{n^{2}}$

342.

$a_{k} = {(\frac{1}{k + 1} + \frac{1}{k + 2} + ⋯ + \frac{1}{2 k})}^{k}$ (Hint: Compare $a_{k}^{1 / k}$ to $\int_{k}^{2 k} \frac{d t}{t} .)$

343.

$a_{k} = {(\frac{1}{k + 1} + \frac{1}{k + 2} + ⋯ + \frac{1}{3 k})}^{k}$

344.

$a_{n} = {(n^{1 / n} - 1)}^{n}$

Use the ratio test to determine whether $\sum_{n = 1}^{\infty} a_{n}$ converges, or state if the ratio test is inconclusive.

345.

$\sum_{n = 1}^{\infty} \frac{3^{n^{2}}}{2^{n^{3}}}$

346.

$\sum_{n = 1}^{\infty} \frac{2^{n^{2}}}{n^{n} n!}$

Use the root and limit comparison tests to determine whether $\sum_{n = 1}^{\infty} a_{n}$ converges.

347.

$a_{n} = 1 / x_{n}^{n}$ where $x_{n + 1} = \frac{1}{2} x_{n} + \frac{1}{x_{n}},$ $x_{1} = 1$ (Hint: Find limit of ${x_{n}} .)$

In the following exercises, use an appropriate test to determine whether the series converges.

348.

$\sum_{n = 1}^{\infty} \frac{(n + 1)}{n^{3} + n^{2} + n + 1}$

349.

$\sum_{n = 1}^{\infty} \frac{{(−1)}^{n + 1} (n + 1)}{n^{3} + 3 n^{2} + 3 n + 1}$

350.

$\sum_{n = 1}^{\infty} \frac{{(n + 1)}^{2}}{n^{3} + {(1.1)}^{n}}$

351.

$\sum_{n = 1}^{\infty} \frac{{(n - 1)}^{n}}{{(n + 1)}^{n}}$

352.

$a_{n} = {(1 + \frac{1}{n^{2}})}^{n}$ (Hint: ${(1 + \frac{1}{n^{2}})}^{n^{2}} \approx e .)$

353.

$a_{k} = 1 / 2^{{sin}^{2} k}$

354.

$a_{k} = 2^{− sin (1 / k)}$

355.

$a_{n} = 1 / (\begin{matrix} n + 2 \\ n \end{matrix})$ where $(\begin{matrix} n \\ k \end{matrix}) = \frac{n!}{k! (n - k)!}$

356.

$a_{k} = 1 / (\begin{array}{l} 2 k \\ k \end{array})$

357.

$a_{k} = 2^{k} / (\begin{array}{l} 3 k \\ k \end{array})$

358.

$a_{k} = {(\frac{k}{k + ln k})}^{k}$ (Hint: $a_{k} = {(1 + \frac{ln k}{k})}^{− (k / ln k) ln k} \approx e^{− ln k} .)$

359.

$a_{k} = {(\frac{k}{k + ln k})}^{2 k}$ (Hint: $a_{k} = {(1 + \frac{ln k}{k})}^{− (k / ln k) ln k^{2}} .)$

The following series converge by the ratio test. Use summation by parts, $\sum_{k = 1}^{n} a_{k} (b_{k + 1} - b_{k}) = [a_{n + 1} b_{n + 1} - a_{1} b_{1}] - \sum_{k = 1}^{n} b_{k + 1} (a_{k + 1} - a_{k}),$ to find the sum of the given series.

360.

$\sum_{k = 1}^{\infty} \frac{k}{2^{k}}$ (Hint: Take $a_{k} = k$ and $b_{k} = 2^{1 - k} .)$

361.

$\sum_{k = 1}^{\infty} \frac{k}{c^{k}},$ where $c > 1$ (Hint: Take $a_{k} = k$ and $b_{k} = c^{1 - k} / (c - 1) .)$

362.

$\sum_{n = 1}^{\infty} \frac{n^{2}}{2^{n}}$

363.

$\sum_{n = 1}^{\infty} \frac{{(n + 1)}^{2}}{2^{n}}$

The kth term of each of the following series has a factor $x^{k} .$ Find the range of $x$ for which the ratio test implies that the series converges.

364.

$\sum_{k = 1}^{\infty} \frac{x^{k}}{k^{2}}$

365.

$\sum_{k = 1}^{\infty} \frac{x^{2 k}}{k^{2}}$

366.

$\sum_{k = 1}^{\infty} \frac{x^{2 k}}{3^{k}}$

367.

$\sum_{k = 1}^{\infty} \frac{x^{k}}{k!}$

368.

Does there exist a number $p$ such that $\sum_{n = 1}^{\infty} \frac{2^{n}}{n^{p}}$ converges?

369.

Let $0 < r < 1 .$ For which real numbers $p$ does $\sum_{n = 1}^{\infty} n^{p} r^{n}$ converge?

370.

Suppose that $lim_{n \to \infty} | \frac{a_{n + 1}}{a_{n}} | = p .$ For which values of $p$ must $\sum_{n = 1}^{\infty} 2^{n} a_{n}$ converge?

371.

Suppose that $lim_{n \to \infty} | \frac{a_{n + 1}}{a_{n}} | = p .$ For which values of $r > 0$ is $\sum_{n = 1}^{\infty} r^{n} a_{n}$ guaranteed to converge?

372.

Suppose that $| \frac{a_{n + 1}}{a_{n}} | \leq {(n + 1)}^{p}$ for all $n = 1, 2,…$ where $p$ is a fixed real number. For which values of $p$ is $\sum_{n = 1}^{\infty} n! a_{n}$ guaranteed to converge?

373.

For which values of $r > 0,$ if any, does $\sum_{n = 1}^{\infty} r^{\sqrt{n}}$ converge? (Hint: $\sum_{n = 1}^{\infty} a_{n} = \sum_{k = 1}^{\infty} \sum_{n = k^{2}}^{{(k + 1)}^{2} - 1} a_{n} .)$

374.

Suppose that $| \frac{a_{n + 2}}{a_{n}} | \leq r < 1$ for all $n .$ Can you conclude that $\sum_{n = 1}^{\infty} a_{n}$ converges?

375.

Let $a_{n} = 2^{− [n / 2]}$ where $[x]$ is the greatest integer less than or equal to $x .$ Determine whether $\sum_{n = 1}^{\infty} a_{n}$ converges and justify your answer.

The following advanced exercises use a generalized ratio test to determine convergence of some series that arise in particular applications when tests in this chapter, including the ratio and root test, are not powerful enough to determine their convergence. The test states that if $lim_{n \to \infty} \frac{a_{2 n}}{a_{n}} < 1 / 2,$ then $\sum a_{n}$ converges, while if $lim_{n \to \infty} \frac{a_{2 n + 1}}{a_{n}} > 1 / 2,$ then $\sum a_{n}$ diverges.

376.

Let $a_{n} = \frac{1}{4} \frac{3}{6} \frac{5}{8} ⋯ \frac{2 n - 1}{2 n + 2} = \frac{1 \cdot 3 \cdot 5 \dots (2 n - 1)}{2^{n} (n + 1)!} .$ Explain why the ratio test cannot determine convergence of $\sum_{n = 1}^{\infty} a_{n} .$ Use the fact that $1 - 1 / (4 k)$ is increasing $k$ to estimate $lim_{n \to \infty} \frac{a_{2 n}}{a_{n}} .$

377.

Let $a_{n} = \frac{1}{1 + x} \frac{2}{2 + x} ⋯ \frac{n}{n + x} \frac{1}{n} = \frac{(n - 1)!}{(1 + x) (2 + x) ⋯ (n + x)} .$ Show that $a_{2 n} / a_{n} \leq e^{− x / 2} / 2 .$ For which $x > 0$ does the generalized ratio test imply convergence of $\sum_{n = 1}^{\infty} a_{n} ?$ (Hint: Write $2 a_{2 n} / a_{n}$ as a product of $n$ factors each smaller than $1 / (1 + x / (2 n)) .)$

378.

Let $a_{n} = \frac{n^{ln n}}{{(ln n)}^{n}} .$ Show that $\frac{a_{2 n}}{a_{n}} \to 0$ as $n \to \infty .$

5.6 Ratio and Root Tests

Ratio Test

Ratio Test

Proof

Using the Ratio Test

Solution

Root Test

Root Test

Using the Root Test

Solution

Choosing a Convergence Test

Problem-Solving Strategy: Choosing a Convergence Test for a Series

Using Convergence Tests

Solution

Series Converging to ππ and 1/π1/π

Section 5.6 Exercises

Series Converging to $π$ and $1 / π$