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Ratio Test for Sequences
Sequences and series are related. So while this article is about series and not sequences, there is a ratio test for the convergence of sequences, and it is used in the proof of the Ratio Test for series.
Ratio Test for Sequences: If \( \{ a_n \} \) is a sequence of positive real numbers such that
\[ \lim\limits_{n \to \infty} \frac{a_{n+1}}{a_n} = L\]
and \( L < 1 \) then \( \{ a_n \} \) converges and
\[ \lim\limits_{n\to \infty} a_n = 0. \]
Notice that you need the sequence to have positive terms in the ratio test for sequences. That is important because it means you can't use it on alternating sequences.
Ratio Test for Series
Unlike the ratio test for sequences, the Ratio Test for series does not require that the series have all positive terms.
Ratio Test for Series: Suppose you have the series
\[ \sum\limits_{n=1}^\infty a_n .\]
Define \( L \) by
\[ L = \lim\limits_{n \to \infty} \left| \frac{a_{n+1}}{a_n} \right| . \]
Then the following hold:
1. If \( L < 1 \) then the series converges.
2. If \( L > 1 \) then the series diverges.
3. If \( L = 1\) the series may be absolutely convergent, conditionally convergent, or divergent, the test is inconclusive.
Notice the absolute values when taking the limit. That is why you don't need to assume that the series has positive terms and why the Ratio Test for Sequences can be used to prove the Ratio Test for Series.
Remember that if a series converges absolutely, then it converges. For more information on absolute convergence of series, see Absolute and Conditional Convergence.
Ratio Test Formula and Calculations
When using the Ratio Test limit formula for your calculations, you must remember to use the absolute values. Let's look at an example to show why.
Consider the series
\[ \sum\limits_{n = 1}^{\infty} \frac{9^n}{(-2)^{n+1}n} .\]
If you leave off the absolute value signs when you take the limit, you get:
\[ \begin{aligned} L &= \lim\limits_{n \to \infty} \frac{a_{n+1}}{a_n} \\ &= \lim\limits_{n \to \infty} \frac{\frac{9^{n+1}}{(-2)^{n+2}(n+1)} }{\frac{9^n}{(-2)^{n+1}n} } \\ &= \lim\limits_{n \to \infty} \left(\frac{9^{n+1}}{(-2)^{n+2}(n+1)} \right) \left( \frac {(-2)^{n+1}n}{9^n}\right) \\ &= \lim\limits_{n \to \infty} \frac{9 n}{-2(n+1) } \\ &= -\frac{9}{2}. \end{aligned} \]
Since
\[L = -\frac{9}{2} < 1 \]
this would seem to imply that the series converges.
However if the Ratio Test is applied correctly with the absolute value signs, then
\[ L = \left| -\frac{9}{2} \right|= \frac{9}{2} > 1, \]
so in fact the Ratio Test tells you that the series diverges.
So be careful because leaving off the absolute value signs can give the wrong answer!
Using the Ratio Test for Convergence or Divergence
Let's look at some examples of when the Ratio Test shows convergence or divergence.
Decide if the series
\[ \sum\limits_{n=1}^{\infty} \frac{(-3)^n}{(2n)!} \]
converges or diverges.
Answer:
Taking the limit to find \( L \) gives
\[ \begin{aligned} L &= \lim\limits_{n \to \infty} \left| \frac{a_{n+1}}{a_n} \right| \\ &= \lim\limits_{n \to \infty} \left| \frac{\frac{(-3)^{n+1}}{(2(n+1))!} }{\frac{(-3)^n}{(2n)!} } \right| \\ &= \lim\limits_{n \to \infty} \left| \frac{(-3)^{n+1}}{(2(n+1))!}\cdot \frac{(2n)!}{(-3)^n} \right| \\ &= \lim\limits_{n \to \infty} \left| \frac{-3\cdot (2n)!}{(2n+2)(2n+1)(2n)! } \right| \\ &= \lim\limits_{n \to \infty} \left| \frac{-3}{(2n+2)(2n+1)} \right| \\ &= 0. \end{aligned} \]
So by the Ratio Test, this series converges.
Decide if the series
\[ \sum\limits_{n=1}^{\infty} \frac{n!}{4^n} \]
converges or diverges.
Answer:
Finding \( L \) to try to apply the Ratio Test gives you
\[ \begin{aligned} L &= \lim\limits_{n \to \infty} \left| \frac{a_{n+1}}{a_n} \right| \\ &= \lim\limits_{n \to \infty} \left| \frac{\frac{(n+1)!}{4^{n+1}} }{\frac{n!}{4^n} } \right| \\ &= \lim\limits_{n \to \infty} \left| \frac{(n+1)!}{4^{n+1}} \cdot \frac{4^n}{n!} \right| \\ &= \lim\limits_{n \to \infty} \left| \frac{n!(n+1)}{4\cdot n!} \right| \\ &= \lim\limits_{n \to \infty} \left| \frac{n+1}{4} \right| \\ &= \infty. \end{aligned} \]
In other words, \( L \) is undoubtedly bigger than 1, so the series diverges.
Ratio Test Rule
A fundamental rule to remember is that when the limit in the Ratio Test is 1, anything can happen. Let's look at some examples to show that is the case.
Try to apply the Ratio Test to the series
\[ \sum\limits_{n=1}^{\infty} \frac{1}{n}. \]
Answer:
You already know that this is the harmonic series, which is a P-series with \( p = 1 \), and so it diverges. But if you try to apply the Ratio Test,
\[ \begin{aligned} L &= \lim\limits_{n \to \infty} \left| \frac{a_{n+1}}{a_n} \right| \\ &= \lim\limits_{n \to \infty} \left| \frac{\frac{1}{n+1} }{\frac{1}{n} } \right| \\ &= \lim\limits_{n \to \infty} \frac{n}{n+1 } \\ &= 1. \end{aligned} \]
Since \( L = 1 \) the Ratio Test can't be applied to show that this series diverges.
Try to apply the Ratio Test to the series
\[ \sum\limits_{n=1}^{\infty} \frac{1}{n^2}. \]
Answer:
This is a P-series with \( p =2 \), so you know it is absolutely convergent. But can the Ratio Test tell you that? Taking the limit,
\[ \begin{aligned} L &= \lim\limits_{n \to \infty} \left| \frac{a_{n+1}}{a_n} \right| \\ &= \lim\limits_{n \to \infty} \left| \frac{\frac{1}{(n+1)^2} }{\frac{1}{n^2} } \right| \\ &= \lim\limits_{n \to \infty} \frac{n^2}{(n+1)^2 } \\ &= 1. \end{aligned} \]
Since \( L = 1 \) the Ratio Test can't be applied to show that this series is absolutely convergent.
Try to apply the Ratio Test to the series
\[ \sum\limits_{n=1}^{\infty} \frac{(-1)^n}{n}. \]
Answer:
This is the alternating harmonic series, so you know it is conditionally convergent. What can the Ratio Test tell you? Taking the limit,
\[ \begin{aligned} L &= \lim\limits_{n \to \infty} \left| \frac{a_{n+1}}{a_n} \right| \\ &= \lim\limits_{n \to \infty} \left| \frac{\frac{(-1)^{n+1}}{n+1} }{\frac{(-1)^n}{n} } \right| \\ &= \lim\limits_{n \to \infty} \frac{n}{n+1 } \\ &= 1. \end{aligned} \]
Since \( L = 1 \) the Ratio Test can't be applied to show that this series is conditionally convergent.
In fact, there are some kinds of functions where the Ratio Test isn't going to be very useful. Suppose your function is a polynomial divided by another polynomial. In that case, the Ratio Test will usually give you \( L = 1 \), and you will need to use a different test for these kinds of functions. Let's look at a couple of examples.
Determine if the series
\[ \sum\limits_{n=1}^{\infty} \frac{(-1)^n}{n^2+1} \]
is convergent or divergent.
Answer:
First let's find \( L \) and see if the Ratio Test can give you a result. Taking the limit,
\[ \begin{aligned} L &= \lim\limits_{n \to \infty} \left| \frac{a_{n+1}}{a_n} \right| \\ &= \lim\limits_{n \to \infty} \left| \frac{\frac{(-1)^{n+1}}{(n+1)^2 + 1} }{\frac{(-1)^n}{n^2+1} } \right| \\ &= \lim\limits_{n \to \infty} \frac{n^2+1}{(n+1)^2 + 1 } \\ &= 1, \end{aligned} \]
so in fact the Ratio Test doesn't tell you anything.
Since this is an alternating series, you can check to be sure the conditions of the Alternating Series Test are met. For this series
\[ b_n = \frac{1}{n^2+1}. \]
Note that \( b_n > 0\) so the first condition of the test is met. Also,
\[ \lim\limits_{n \to \infty} b_n = \lim\limits_{n \to \infty} \frac{1}{n^2+1} = 0, \]
and the second condition of the test is met. Checking the third condition, since
\[ (n+1)^2 + 1 > n^2 + 1, \]
you know that
\[ b_n = \frac{1}{n^2+1} < \frac{1}{(n+1)^2+1} = b_{n+1} \]
and the third condition is met as well. Therefore by the Alternating Series Test, the series is convergent.
For more information on the Alternating Series Test, see Absolute and Conditional Convergence.
Determine if the series
\[ \sum\limits_{n=1}^{\infty} \frac{3n+7}{2n-1} \]
is convergent or divergent.
Answer:
If you try and apply the Ratio Test, taking the limit you get
\[ \begin{aligned} L &= \lim\limits_{n \to \infty} \left| \frac{a_{n+1}}{a_n} \right| \\ &= \lim\limits_{n \to \infty} \left| \frac{\frac{3(n+1) +7}{2(n+1)-1} }{\frac{3n+7}{2n-1} } \right| \\ &= \lim\limits_{n \to \infty} \frac{(2n-1)(3n+10)}{(2n+1)(3n+7) } \\ &= 1, \end{aligned} \]
which means the Ratio Test can't be applied.
If instead you look at
\[ \lim\limits_{n \to \infty} \frac{3n+7}{2n-1} = \frac{3}{2}, \]
the nth Term Test for Divergence tells you that the series diverges.
For more information on the nth Term Test for Divergence, see Divergence Test.
Ratio Test - Key takeaways
- Ratio Test for Sequences: If \( \{ a_n \} \) is a sequence of positive real numbers such that
\[ \lim\limits_{n \to \infty} \frac{a_{n+1}}{a_n} = L\]
and \( L < 1 \) then \( \{ a_n \} \) converges and
\[ \lim\limits_{n\to \infty} a_n = 0. \]
- Ratio Test for Series: Suppose you have the series
\[ \sum\limits_{n=1}^\infty a_n .\]
Define \( L \) by
\[ L = \lim\limits_{n \to \infty} \left| \frac{a_{n+1}}{a_n} \right| . \]
Then the following hold:
1. If \( L < 1 \) then the series converges.
2. If \( L > 1 \) then the series diverges.
3. If \( L = 1\) the series may be absolutely convergent, conditionally convergent, or divergent, the test is inconclusive.
- If the series you are looking at has terms that are a polynomial divided by another polynomial, then it is usually good to avoid the Ratio Test and apply something like the nth Term Test for Divergence (in the case of positive terms) or the Alternating Series Test (if it is an alternating series).
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Frequently Asked Questions about Ratio Test
What is a ratio test?
It is a test to see if a series converges or diverges.
What does the ratio test say?
It looks at the limit of the absolute value of the ratio of consecutive terms of a series to say if it converges or diverges.
When should the ratio test be used?
It is especially useful in cases where the series has both positive and negative terms, since in those cases things like the Direct Comparison Test can't be used.
What is the ratio test formula?
Look at the limit of the absolute value of the ratio of consecutive terms.
Why do we use ratio test?
Because we want to know if a series converges or diverges.
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