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Let \(\sum_{n=1}^{\infty} a_{n}\) be a series with nonzero terms. Let $$ \rho=\lim _{n \rightarrow \infty}\left|\frac{a_{n+1}}{a_{n}}\right| $$ i. If \(0 \leq \rho<1\), then \(\sum_{n=1}^{\infty} a_{n}\) converges absolutely. ii. If \(\rho>1\) or \(\rho=\infty\), then \(\sum_{n=1}^{\infty} a_{n}\) diverges. iii. If \(\rho=1\), the test does not provide any information.

Short Answer

Expert verified
The series converges for \(\rho < 1\), diverges for \(\rho > 1\) or \(\rho = \infty\), and is inconclusive for \(\rho = 1\).

Step by step solution

01

Understanding the Ratio Test

The ratio test is a method used to determine the convergence or divergence of a series \(\sum a_n\). It involves taking the limit \(\rho = \lim_{n \to \infty} \left| \frac{a_{n+1}}{a_n} \right| \) and checking its value to decide whether the series converges or diverges.
02

Applying the Test for \(0 \leq \rho < 1\)

When \(\rho < 1\), the ratio of consecutive terms \(\frac{a_{n+1}}{a_n}\) tends to decrease and the terms get smaller as \(n\) increases. This indicates that the series \(\sum a_n\) will converge absolutely, meaning it converges regardless of whether each term is positive or negative.
03

Analyzing the Case \(\rho > 1\) or \(\rho = \infty\)

If \(\rho > 1\), the terms \(|a_{n+1}|\) are growing larger compared to \(|a_n|\) as \(n\) increases, indicating that the series \(\sum a_n\) diverges. This is because the terms do not approach zero, and the series cannot sum to a finite value. If \(\rho = \infty\), the series diverges even more strongly for the same reason.
04

Understanding the Case \(\rho = 1\)

When \(\rho = 1\), the ratio test does not provide any conclusion about the series' convergence or divergence. Other convergence tests would need to be used to determine the behavior of the series in this case.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Convergent Series
A convergent series is one where the sum of its terms approaches a finite limit as you continue to add more terms. This is important in the study of infinite series because it tells us whether the series will settle at a particular value or continue to grow without bound.

In mathematical terms, a series \( \sum_{n=1}^{\infty} a_n \) converges if the sequence of partial sums \( S_N = a_1 + a_2 + \ldots + a_N \) approaches a specific number as \( N \to \infty \).

For example, the geometric series \( \sum_{n=0}^{\infty} r^n \) converges if \( |r| < 1 \) and its sum is \( \frac{1}{1-r} \). In this manner, the Ratio Test provides a convenient and powerful tool to check if a series is convergent by examining how the terms of the series behave as \( n \) tends to infinity.
Divergent Series
A series is said to be divergent if it does not converge, meaning its partial sums do not approach a finite limit but rather increase indefinitely or oscillate without settling at a particular value.

Divergence occurs when the terms of a series do not get smaller fast enough. With the Ratio Test, if the limit \( \rho > 1 \), it implies that the terms are increasing, leading the series to diverge. The terms of the series do not decrease sufficiently to yield a convergent sum.

Another example of a divergent series is the harmonic series \( \sum_{n=1}^{\infty} \frac{1}{n} \). Here, the terms \( \frac{1}{n} \) do not decrease quickly enough to sum to a finite number, demonstrating that not all series whose terms approach zero are convergent.
Absolute Convergence
When a series converges even if all its terms are replaced by their absolute values, the series is said to have absolute convergence. This is a stronger form of convergence.

For a series, absolute convergence implies that rearranging the terms will still result in the series converging to the same sum. The Ratio Test indicates absolute convergence when \( 0 \leq \rho < 1 \).

Absolute convergence has important implications, as a series that is absolutely convergent is definitely convergent, though the reverse is not always true. For instance, consider the alternating harmonic series \( \sum_{n=1}^{\infty} (-1)^{n+1} \frac{1}{n} \), which is conditionally convergent but not absolutely convergent.
Series Convergence Criteria
There are various criteria and tests that can be applied to establish whether a series converges. The Ratio Test, as mentioned, is one such criterion and is particularly useful for series involving exponentials and factorials.

To apply the Ratio Test, compute \( \rho = \lim_{n \to \infty} \left| \frac{a_{n+1}}{a_n} \right| \).
  • If \( 0 \leq \rho < 1 \), then the series converges absolutely.
  • If \( \rho > 1 \) or \( \rho = \infty \), the series diverges.
  • If \( \rho = 1 \), the test is inconclusive and other tests must be used.


Other tests include the Comparison Test, Integral Test, and Alternating Series Test, each useful in different contexts. The choice of test often depends on the nature of the series and its terms, making a familiarity with multiple tests beneficial for analyzing series convergence.

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Most popular questions from this chapter

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 \(\lim _{n \rightarrow \infty} \frac{a_{2 n}}{a_{n}}<1 / 2\), then \(\sum a_{n}\) converges, while if \(\lim _{n \rightarrow \infty} \frac{a_{2 n+1}}{a_{n}}>1 / 2\), then \(\sum a_{n}\) diverges. Let \(a_{n}=\frac{1}{1+x} \frac{2}{2+x} \cdots \frac{n}{n+x} \frac{1}{n}=\frac{(n-1) !}{(1+x)(2+x) \cdots(n+x)} .\) 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 \(1 /(1+x /(2 n))\)

The following alternating series converge to given multiples of \(\pi .\) Find the value of \(N\) predicted by the remainder estimate such that the Nth partial sum of the series accurately approximates the left-hand side to within the given error. Find the minimum \(N\) for which the error bound holds, and give the desired approximate value in each case. Up to 15 decimals places, \(\pi=3.141592653589793 .\)[T] The alternating harmonic series converges because of cancellation among its terms. Its sum is known because the cancellation can be described explicitly. A random harmonic series is one of the form \(\sum_{n=1}^{\infty} \frac{S_{n}}{n}\), where \(s_{n}\) is a randomly generated sequence of \(\pm 1\) 's in which the values \(\pm 1\) are equally likely to occur. Use a random number generator to produce 1000 random \(\pm 1\) s and plot the partial sums \(S_{N}=\sum_{n=1}^{N} \frac{s_{n}}{n}\) of your random harmonic sequence for \(N=1\) to \(1000 .\) Compare to a plot of the first 1000 partial sums of the harmonic series.

A version of von Bertalanffy growth can be used to estimate the age of an individual in a homogeneous species from its length if the annual increase in year \(n+1\) satisfies \(a_{n+1}=k\left(S-S_{n}\right)\), with \(S_{n}\) as the length at year \(n, S\) as a limiting length, and \(k\) as a relative growth constant. If \(S_{1}=3, S=9\), and \(k=1 / 2\), numerically estimate the smallest value of \(n\) such that \(S_{n} \geq 8\). Note that \(S_{n+1}=S_{n}+a_{n+1} .\) Find the corresponding \(n\) when \(k=1 / 4\)

For the following exercises, indicate whether each of the following statements is true or false. If the statement is false, provide an example in which it is false.If \(b_{n} \geq 0\) and \(\lim _{n \rightarrow \infty} b_{n}=0\) then \(\sum_{n=1}^{\infty}\left(\frac{1}{2}\left(b_{3 n-2}+b_{3 n-1}\right)-b_{3 n}\right)\) converges.

In the following exercises, use either the ratio test or the root test as appropriate to determine whether the series \(\sum a_{k}\) with given terms \(a_{k}\) converges, or state if the test is inconclusive. $$ a_{n}=\left(n^{1 / n}-1\right)^{n} $$

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