Ratio and Root Tests

Ratio Test

Consider a series \(\sum _{n=1}^{\infty }{a}_{n}.\) From our earlier discussion and examples, we know that \(\underset{n\to \infty }{\text{lim}}{a}_{n}=0\) 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 \(\sum _{n=1}^{\infty }1\text{/}n\) and the series \(\sum _{n=1}^{\infty }1\text{/}{n}^{2}.\) We know that \(1\text{/}n\to 0\) and \(1\text{/}{n}^{2}\to 0.\) However, only the series \(\sum _{n=1}^{\infty }1\text{/}{n}^{2}\) converges. The series \(\sum _{n=1}^{\infty }1\text{/}n\) diverges because the terms in the sequence \(\{1\text{/}n\}\) 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.

Condensed: the full section is in OpenStax Calculus Volume 2.

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.

In , 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.

Condensed: the full section is in OpenStax Calculus Volume 2.

Key Concepts

• For the ratio test, we consider
  \[\rho =\underset{n\to \infty }{\text{lim}}|\frac{{a}_{n+1}}{{a}_{n}}|.\]
  If \(\rho <1,\) the series \(\sum _{n=1}^{\infty }{a}_{n}\) converges absolutely. If \(\rho >1,\) the series diverges. If \(\rho =1,\) the test does not provide any information. This test is useful for series whose terms involve factorials.
• For the root test, we consider
  \[\rho =\underset{n\to \infty }{\text{lim}}\sqrt[n]{|{a}_{n}|}.\]
  If \(\rho <1,\) the series \(\sum _{n=1}^{\infty }{a}_{n}\) converges absolutely. If \(\rho >1,\) the series diverges. If \(\rho =1,\) the test does not provide any information. The root test is useful for series whose terms involve powers.
• For a series that is similar to a geometric series or \(p-\text{series,}\) consider one of the comparison tests.

Ratio and Root Tests

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.

Use the root test to determine whether \(\sum _{n=1}^{\infty }{a}_{n}\) converges, where \({a}_{n}\) is as follows.

For this exercise, let n start at 2.

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.

Use the ratio test to determine whether \(\sum _{n=1}^{\infty }{a}_{n}\) converges, or state if the ratio test is inconclusive.

Use the root and limit comparison tests to determine whether \(\sum _{n=1}^{\infty }{a}_{n}\) converges.

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

Condensed: the full section is in OpenStax Calculus Volume 2.

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Latihan (40)

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

   1. \(\sum _{n=1}^{\infty }\frac{{2}^{n}}{n\text{!}}\)
   2. \(\sum _{n=1}^{\infty }\frac{{n}^{n}}{n\text{!}}\)
   3. \(\sum _{n=1}^{\infty }\frac{{(-1)}^{n}{(n\text{!})}^{2}}{(2n)\text{!}}\)
   Lakukan dengan baik. Petua

   Tunjukkan jawapan

   1. From the ratio test, we can see that
      \[\rho =\underset{n\to \infty }{\text{lim}}\frac{{2}^{n+1}\text{/}(n+1)\text{!}}{{2}^{n}\text{/}n\text{!}}=\underset{n\to \infty }{\text{lim}}\frac{{2}^{n+1}}{(n+1)\text{!}}\cdot \frac{n\text{!}}{{2}^{n}}.\]
      Since \((n+1)\text{!}=(n+1)\cdot n\text{!},\)
      \[\rho =\underset{n\to \infty }{\text{lim}}\frac{2}{n+1}=0.\]
      Since \(\rho <1,\) the series converges.
   2. We can see that
      \[\begin{array}{ll}\rho & =\underset{n\to \infty }{\text{lim}}\frac{{(n+1)}^{n+1}\text{/}(n+1)\text{!}}{{n}^{n}\text{/}n\text{!}} \\ & =\underset{n\to \infty }{\text{lim}}\frac{{(n+1)}^{n+1}}{(n+1)\text{!}}\cdot \frac{n\text{!}}{{n}^{n}} \\ & =\underset{n\to \infty }{\text{lim}}{(\frac{n+1}{n})}^{n}=\underset{n\to \infty }{\text{lim}}{(1+\frac{1}{n})}^{n}=e.\end{array}\]
      Since \(\rho >1,\) the series diverges.
   3. Since
      \[\begin{array}{ll}|\frac{{(-1)}^{n+1}{((n+1)\text{!})}^{2}\text{/}(2(n+1))\text{!}}{{(-1)}^{n}{(n\text{!})}^{2}\text{/}(2n)\text{!}}| & =\frac{(n+1)\text{!}(n+1)\text{!}}{(2n+2)\text{!}}\cdot \frac{(2n)\text{!}}{n\text{!}n\text{!}} \\ & =\frac{(n+1)(n+1)}{(2n+2)(2n+1)}\end{array}\]
      we see that
      \[\rho =\underset{n\to \infty }{\text{lim}}\frac{(n+1)(n+1)}{(2n+2)(2n+1)}=\frac{1}{4}.\]
      Since \(\rho <1,\) the series converges.

2. Use the ratio test to determine whether the series \(\sum _{n=1}^{\infty }\frac{{n}^{3}}{{3}^{n}}\) converges or diverges.

   Lakukan dengan baik. Petua

   Tunjukkan jawapan

   The series converges.

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

   1. \(\sum _{n=1}^{\infty }\frac{{({n}^{2}+3n)}^{n}}{{(4{n}^{2}+5)}^{n}}\)
   2. \(\sum _{n=2}^{\infty }\frac{{n}^{n}}{{(\text{ln}(n))}^{n}}\)
   Lakukan dengan baik. Petua

   Tunjukkan jawapan

   1. To apply the root test, we compute
      \[\rho =\underset{n\to \infty }{\text{lim}}\sqrt[n]{{({n}^{2}+3n)}^{n}\text{/}{(4{n}^{2}+5)}^{n}}=\underset{n\to \infty }{\text{lim}}\frac{{n}^{2}+3n}{4{n}^{2}+5}=\frac{1}{4}.\]
      Since \(\rho <1,\) the series converges absolutely.
   2. We have
      \[\rho =\underset{n\to \infty }{\text{lim}}\sqrt[n]{{n}^{n}\text{/}{(\text{ln}\ n)}^{n}}=\underset{n\to \infty }{\text{lim}}\frac{n}{\text{ln}\ n}=\infty \ \text{by L’Hôpital’s rule}.\]
      Since \(\rho =\infty ,\) the series diverges.

4. Use the root test to determine whether the series \(\sum _{n=1}^{\infty }1\text{/}{n}^{n}\) converges or diverges.

   Lakukan dengan baik. Petua

   Tunjukkan jawapan

   The series converges.

5. 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.

   1. \(\sum _{n=1}^{\infty }\frac{{n}^{2}+2n}{{n}^{3}+3{n}^{2}+1}\)
   2. \(\sum _{n=1}^{\infty }\frac{{(-1)}^{n+1}(3n+1)}{n\text{!}}\)
   3. \(\sum _{n=1}^{\infty }\frac{{e}^{n}}{{n}^{3}}\)
   4. \(\sum _{n=1}^{\infty }\frac{{3}^{n}}{{(n+1)}^{n}}\)
   Lakukan dengan baik. Petua

   Tunjukkan jawapan

   1. Step 1. The series is not a \(p-\text{series}\) or geometric series.
      Step 2. The series is not alternating.
      Step 3. For large values of \(n,\) we approximate the series by the expression
      \[\frac{{n}^{2}+2n}{{n}^{3}+3{n}^{2}+1}\approx \frac{{n}^{2}}{{n}^{3}}=\frac{1}{n}.\]
      Therefore, it seems reasonable to apply the comparison test or limit comparison test using the series \(\sum _{n=1}^{\infty }1\text{/}n.\) Using the limit comparison test, we see that
      \[\underset{n\to \infty }{\text{lim}}\frac{({n}^{2}+2n)\text{/}({n}^{3}+3{n}^{2}+1)}{1\text{/}n}=\underset{n\to \infty }{\text{lim}}\frac{{n}^{3}+2{n}^{2}}{{n}^{3}+3{n}^{2}+1}=1.\]
      Since the series \(\sum _{n=1}^{\infty }1\text{/}n\) diverges, this series diverges as well.
   2. 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
      \[\sum _{n=1}^{\infty }\frac{3n}{(n+1)\text{!}}.\]
      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
      \[\underset{n\to \infty }{\text{lim}}\frac{(3(n+1))\text{/}(n+1)\text{!}}{(3n+1)\text{/}n\text{!}}=\underset{n\to \infty }{\text{lim}}\frac{3n+3}{(n+1)\text{!}}\cdot \frac{n\text{!}}{3n+1}=\underset{n\to \infty }{\text{lim}}\frac{3n+3}{(n+1)(3n+1)}=0.\]
      Therefore, this series converges, and we conclude that the original series converges absolutely, and thus converges.
   3. 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
      \[\underset{n\to \infty }{\text{lim}}\frac{{e}^{n}}{{n}^{3}}=\infty .\]
      Therefore, by the divergence test, the series diverges.
   4. 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
      \[\underset{n\to \infty }{\text{lim}}\sqrt[n]{{(\frac{3}{n+1})}^{n}}=\underset{n\to \infty }{\text{lim}}\frac{3}{n+1}=0,\]
      by the root test, we conclude that the series converges.

6. 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.

   Lakukan dengan baik. Petua

   Tunjukkan jawapan

   The comparison test because \({2}^{n}\text{/}({3}^{n}+n)<{2}^{n}\text{/}{3}^{n}\) for all positive integers \(n.\) The limit comparison test could also be used.

7. \({a}_{n}=1\text{/}n\text{!}\)

   Lakukan dengan baik. Petua

   Tunjukkan jawapan

   \({a}_{n+1}\text{/}{a}_{n}\to 0.\) Converges.

8. \({a}_{n}={10}^{n}\text{/}n\text{!}\)

   Lakukan dengan baik. Petua

9. \({a}_{n}={n}^{2}\text{/}{2}^{n}\)

   Lakukan dengan baik. Petua

   Tunjukkan jawapan

   \(\frac{{a}_{n+1}}{{a}_{n}}=\frac{1}{2}{(\frac{n+1}{n})}^{2}\to 1\text{/}2<1.\) Converges.

10. \({a}_{n}={n}^{10}\text{/}{2}^{n}\)

    Lakukan dengan baik. Petua

11. \(\sum _{n=1}^{\infty }\frac{{(n\text{!})}^{3}}{(3n)\text{!}}\)

    Lakukan dengan baik. Petua

    Tunjukkan jawapan

    \(\frac{{a}_{n+1}}{{a}_{n}}\to 1\text{/}27<1.\) Converges.

12. \(\sum _{n=1}^{\infty }\frac{{2}^{3n}{(n\text{!})}^{3}}{(3n)\text{!}}\)

    Lakukan dengan baik. Petua

13. \(\sum _{n=1}^{\infty }\frac{(2n)\text{!}}{{n}^{2n}}\)

    Lakukan dengan baik. Petua

    Tunjukkan jawapan

    \(\frac{{a}_{n+1}}{{a}_{n}}\to 4\text{/}{e}^{2}<1.\) Converges.

14. \(\sum _{n=1}^{\infty }\frac{(2n)\text{!}}{{(2n)}^{n}}\)

    Lakukan dengan baik. Petua

15. \(\sum _{n=1}^{\infty }\frac{n\text{!}}{{(n\text{/}e)}^{n}}\)

    Lakukan dengan baik. Petua

    Tunjukkan jawapan

    \(\frac{{a}_{n+1}}{{a}_{n}}\to 1.\) Ratio test is inconclusive.

16. \(\sum _{n=1}^{\infty }\frac{(2n)\text{!}}{{(n\text{/}e)}^{2n}}\)

    Lakukan dengan baik. Petua

17. \(\sum _{n=1}^{\infty }\frac{{({2}^{n}n\text{!})}^{2}}{{(2n)}^{2n}}\)

    Lakukan dengan baik. Petua

    Tunjukkan jawapan

    \(\frac{{a}_{n}}{{a}_{n+1}}\to 1\text{/}{e}^{2}.\) Converges.

18. \({a}_{k}={(\frac{k-1}{2k+3})}^{k}\)

    Lakukan dengan baik. Petua

19. \({a}_{k}={(\frac{2{k}^{2}-1}{{k}^{2}+3})}^{k}\)

    Lakukan dengan baik. Petua

    Tunjukkan jawapan

    \({({a}_{k})}^{1\text{/}k}\to 2>1.\) Diverges.

20. \({a}_{n}=\frac{{(\text{ln}\ n)}^{2n}}{{n}^{n}}\)

    Lakukan dengan baik. Petua

21. \({a}_{n}=n\text{/}{2}^{n}\)

    Lakukan dengan baik. Petua

    Tunjukkan jawapan

    \({({a}_{n})}^{1\text{/}n}\to 1\text{/}2<1.\) Converges.

22. \({a}_{n}=n\text{/}{e}^{n}\)

    Lakukan dengan baik. Petua

23. \({a}_{k}=\frac{{k}^{e}}{{e}^{k}}\)

    Lakukan dengan baik. Petua

    Tunjukkan jawapan

    \({({a}_{k})}^{1\text{/}k}\to 1\text{/}e<1.\) Converges.

24. \({a}_{k}=\frac{{\pi }^{k}}{{k}^{\pi }}\)

    Lakukan dengan baik. Petua

25. \({a}_{n}={(\frac{1}{e}+\frac{1}{n})}^{n}\)

    Lakukan dengan baik. Petua

    Tunjukkan jawapan

    \({a}_{n}^{1\text{/}n}=\frac{1}{e}+\frac{1}{n}\to \frac{1}{e}<1.\) Converges.

26. \({a}_{k}=\frac{1}{{(1+\text{ln}\ k)}^{k}}\)

    Lakukan dengan baik. Petua

27. \({a}_{n}=\frac{{(\text{ln}(1+\text{ln}\ n))}^{n}}{{(\text{ln}\ n)}^{n}}\)

    Lakukan dengan baik. Petua

    Tunjukkan jawapan

    \({a}_{n}^{1\text{/}n}=\frac{(\text{ln}(1+\text{ln}\ n))}{(\text{ln}\ n)}\to 0\) by L’Hôpital’s rule. Converges.

28. \({a}_{k}=\frac{k\text{!}}{1\cdot 3\cdot 5\cdots (2k-1)}\)

    Lakukan dengan baik. Petua

29. \({a}_{k}=\frac{2\cdot 4\cdot 6\cdots 2k}{(2k)\text{!}}\)

    Lakukan dengan baik. Petua

    Tunjukkan jawapan

    \(\frac{{a}_{k+1}}{{a}_{k}}=\frac{1}{2k+1}\to 0.\) Converges by ratio test.

30. \({a}_{k}=\frac{1\cdot 4\cdot 7\cdots (3k-2)}{{3}^{k}k\text{!}}\)

    Lakukan dengan baik. Petua

31. \({a}_{n}={(1-\frac{1}{n})}^{{n}^{2}}\)

    Lakukan dengan baik. Petua

    Tunjukkan jawapan

    \({({a}_{n})}^{1\text{/}n}\to 1\text{/}e.\) Converges by root test.

32. \({a}_{k}={(\frac{1}{k+1}+\frac{1}{k+2}+\cdots +\frac{1}{2k})}^{k}\) (Hint: Compare \({a}_{k}^{1\text{/}k}\) to \({\int }_{k}^{2k}\frac{dt}{t}.)\)

    Lakukan dengan baik. Petua

33. \({a}_{k}={(\frac{1}{k+1}+\frac{1}{k+2}+\cdots +\frac{1}{3k})}^{k}\)

    Lakukan dengan baik. Petua

    Tunjukkan jawapan

    \({a}_{k}^{1\text{/}k}\to \text{ln}(3)>1.\) Diverges by root test.

34. \({a}_{n}={({n}^{1\text{/}n}-1)}^{n}\)

    Lakukan dengan baik. Petua

35. \(\sum _{n=1}^{\infty }\frac{{3}^{{n}^{2}}}{{2}^{{n}^{3}}}\)

    Lakukan dengan baik. Petua

    Tunjukkan jawapan

    \(\frac{{a}_{n+1}}{{a}_{n}}=\) \(\frac{{3}^{2n+1}}{{2}^{3{n}^{2}+3n+1}}\to 0.\) Converge.

36. \(\sum _{n=1}^{\infty }\frac{{2}^{{n}^{2}}}{{n}^{n}n\text{!}}\)

    Lakukan dengan baik. Petua

37. \({a}_{n}=1\text{/}{x}_{n}^{n}\) where \({x}_{n+1}=\frac{1}{2}{x}_{n}+\frac{1}{{x}_{n}},\) \({x}_{1}=1\) (Hint: Find limit of \(\{{x}_{n}\}.)\)

    Lakukan dengan baik. Petua

    Tunjukkan jawapan

    Converges by root test and limit comparison test since \({x}_{n}\to \sqrt{2}.\)

38. \(\sum _{n=1}^{\infty }\frac{(n+1)}{{n}^{3}+{n}^{2}+n+1}\)

    Lakukan dengan baik. Petua

39. \(\sum _{n=1}^{\infty }\frac{{(-1)}^{n+1}(n+1)}{{n}^{3}+3{n}^{2}+3n+1}\)

    Lakukan dengan baik. Petua

    Tunjukkan jawapan

    Converges absolutely by limit comparison with \(p-\text{series,}\) \(p=2.\)

40. \(\sum _{n=1}^{\infty }\frac{{(n+1)}^{2}}{{n}^{3}+{(1.1)}^{n}}\)

    Lakukan dengan baik. Petua

Jaga kerja awak sendiri.

Akaun percuma menambah nota pada setiap pengajaran, rekod apa yang anda selesaikan, masalah yang anda selesaikan di satu tempat, dan seorang guru yang anda boleh tanya tentang halaman ini. Matematik itu sendiri terbuka kepada semua orang, sama ada anda log masuk atau tidak.

Daftar Masuk Log masuk

Simbol yang digunakan di sini

Tekan simbol mana-mana untuk definisi penuh, gambar, dan apa makna setiap huruf dalamnya.

\sum_{k=1}^{n} a_ksummation
Add a_k for k = 1 up to n.\sqrt{x}square root, n-th root
The non-negative number whose square (n-th power) is x.\inftyinfinity
Not a number: "grows without bound" in limits and intervals.\leqless/greater than or equal
Inequalities that allow equality; < and > exclude it.\supsupremum, infimum
Least upper bound, greatest lower bound.\pipi
Ratio of a circle's circumference to its diameter, 3.14159…eEuler's number
2.71828…, the base whose exponential is its own derivative.\sinsine, cosine, tangent
Ratios of sides in a right triangle; coordinates on the unit circle.\log_b xlogarithm, natural log
The exponent b must be raised to for x; ln uses base e.\lim_{x \to a} f(x)limit
The value f(x) approaches as x approaches a.f'(x)derivative
Instantaneous rate of change; slope of the graph.\int f(x)integral
Antiderivative (indefinite) or signed area from a to b (definite).y'first and second derivative of y
Prime notation for derivatives with respect to x (or t).Carbitrary constants
Constants of integration fixed by initial conditions.

Bagaimana untuk: Ratio and Root Tests

1. Use the ratio test to determine absolute convergence of a series.
2. Use the root test to determine absolute convergence of a series.
3. Describe a strategy for testing the convergence of a given series.
4. If
5. If
6. If
7. From the ratio test, we can see that
8. We can see that

Soalan yang orang tanya

What is a derivative in one sentence?

The slope of the graph at a point, the rate at which the output is changing there. Speed is the derivative of position.

What is an integral in one sentence?

The accumulated total of a rate: the area under the curve. Distance travelled is the integral of speed.

Why are derivatives and integrals opposites?

That is the fundamental theorem of calculus: accumulating a rate and then measuring how fast the accumulation grows gets you back the rate. Integration undoes differentiation up to a constant.

When do I use substitution and when integration by parts?

Substitution when part of the integrand is the derivative of another part (u and du both present). Parts when the integrand is a product of two unrelated kinds of function, a polynomial times an exponential, log or trig function.

Bahagian halaman ini diadaptasi dari OpenStax Calculus Volume 2 (CC BY-NC-SA 4.0). Dikemas kini dan dijelaskan di sini; kesilapan adalah kami. Kerana sumbernya dilesenkan untuk penggunaan bukan komersial, pengajaran ini adalah percuma, tidak menjual apa-apa, dan dikongsi di bawah lesen yang sama.

Lebih dalam Calculus

LimitsDerivativesIntegralsDefinite integralsTaylor seriesSeries and sumsMaxima and minimaThe chain ruleImplicit differentiationRelated rates and optimisationIntegration techniques: substitution, parts, partial fractionsApplications of integration: area, volume, arc lengthInfinite series and convergence tests