Chapter 4: Problem 39
Use the root and limit comparison tests to determine whether \(\sum_{n=1}^{\infty} a_{n}\) converges. $$ \left.a_{n}=1 / x_{n}^{n} \text { where } x_{n+1}=\frac{1}{2} x_{n}+\frac{1}{x_{n}}, x_{1}=1 \text { (Hint: Find limit of }\left\\{x_{n}\right\\} .\right) $$
Short Answer
Expert verified
The series \( \sum_{n=1}^{\infty} a_n \) converges.
Step by step solution
01
Analyze the Sequence x_n
Given that \( x_{n+1} = \frac{1}{2}x_{n} + \frac{1}{x_{n}} \) with \( x_1 = 1 \), let's analyze this recurrence relation. Over time, \( x_n \) converges to a fixed point where \( x_{n+1} = x_n = x \). Set \( x = \frac{1}{2}x + \frac{1}{x} \) and solve for \( x \).
02
Solve for the Fixed Point of x_n
Substitute \( x \) into the fixed-point equation: \[ x = \frac{1}{2}x + \frac{1}{x}. \] Rearrange to get \( x - \frac{1}{2}x = \frac{1}{x} \), leading to \( \frac{1}{2}x = \frac{1}{x} \). Thus, \( x^2 = 2 \), meaning \( x = \sqrt{2} \). So, \( x_n \to \sqrt{2} \) as \( n \to \infty \).
03
Define and Analyze a_n
For \( a_n = \frac{1}{x_n^n} \), and with the limit \( x_n \to \sqrt{2} \), determine the behavior of \( a_n \) as \( n \to \infty \). The sequence becomes \( a_n \approx \frac{1}{(\sqrt{2})^n} \), which behaves like \( (\frac{1}{\sqrt{2}})^n \).
04
Apply Root Test
The root test is given by \( \lim_{n \to \infty} \sqrt[n]{a_n} = \rho \). Substitute \( a_n = \frac{1}{x_n^n} \) to get \( \lim_{n \to \infty} \sqrt[n]{\frac{1}{(\sqrt{2})^n}} = \frac{1}{\sqrt{2}} \). Since \( \frac{1}{\sqrt{2}} < 1 \), the series converges.
05
Apply Limit Comparison Test
Next, use the limit comparison test with \( b_n = (\frac{1}{\sqrt{2}})^n \). We have \( \lim_{n \to \infty} \frac{a_n}{b_n} = 1 \), which is a finite nonzero number. As \( \sum b_n \) converges (it's a geometric series with ratio \( \frac{1}{\sqrt{2}} < 1 \)), by the limit comparison test, \( \sum a_n \) converges as well.
Unlock Step-by-Step Solutions & Ace Your Exams!
-
Full Textbook Solutions
Get detailed explanations and key concepts
-
Unlimited Al creation
Al flashcards, explanations, exams and more...
-
Ads-free access
To over 500 millions flashcards
-
Money-back guarantee
We refund you if you fail your exam.
Over 30 million students worldwide already upgrade their learning with Vaia!
Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Root Test
The root test is a valuable tool for determining the convergence of an infinite series. It works by examining the behavior of the sequence elements as they grow. Specifically, the test considers the n-th root of the terms of the series.
For a given series \( \sum_{n=1}^{\infty} a_n \), we compute\[ \rho = \lim_{n \to \infty} \sqrt[n]{|a_n|} \]After finding \( \rho \), we can make conclusions as follows:
For a given series \( \sum_{n=1}^{\infty} a_n \), we compute\[ \rho = \lim_{n \to \infty} \sqrt[n]{|a_n|} \]After finding \( \rho \), we can make conclusions as follows:
- If \( \rho < 1 \), the series converges absolutely.
- If \( \rho > 1 \) or \( \rho = \infty \), the series diverges.
- If \( \rho = 1 \), the test is inconclusive.
Limit Comparison Test
Another powerful method to decide the convergence of a series is the limit comparison test. It uses a comparison between the series of interest and a reference series that is known to converge or diverge.
For series \( \sum_{n=1}^{\infty} a_n \) and \( \sum_{n=1}^{\infty} b_n \), the limit comparison test examines:\[ \lim_{n \to \infty} \frac{a_n}{b_n} = L \]If \( L \) is a positive finite number, both series either converge or diverge together.
In our exercise, we compared \( a_n = \frac{1}{x_n^n} \) to \( b_n = \left(\frac{1}{\sqrt{2}}\right)^n \). The limit was found to be 1, confirming convergence of both series because \( \sum_{n=1}^{\infty} b_n \) is a convergent geometric series.
For series \( \sum_{n=1}^{\infty} a_n \) and \( \sum_{n=1}^{\infty} b_n \), the limit comparison test examines:\[ \lim_{n \to \infty} \frac{a_n}{b_n} = L \]If \( L \) is a positive finite number, both series either converge or diverge together.
In our exercise, we compared \( a_n = \frac{1}{x_n^n} \) to \( b_n = \left(\frac{1}{\sqrt{2}}\right)^n \). The limit was found to be 1, confirming convergence of both series because \( \sum_{n=1}^{\infty} b_n \) is a convergent geometric series.
Series Convergence
Understanding series convergence is crucial in mathematics since it determines whether an infinite sum reaches a finite value. Different tests can verify convergence, such as the root test and limit comparison test highlighted herein.
A series \( \sum_{n=1}^{\infty} a_n \) converges if its partial sums tend towards a finite number as \( n \to \infty \). Often, mathematical tools are necessary to find whether this happens.
The exercise involved showed convergent behavior through calculated tests, using both root test and limit comparison lending confidence to the conclusion. Recognizing these patterns makes predicting convergence or divergence more intuitive with practice.
A series \( \sum_{n=1}^{\infty} a_n \) converges if its partial sums tend towards a finite number as \( n \to \infty \). Often, mathematical tools are necessary to find whether this happens.
The exercise involved showed convergent behavior through calculated tests, using both root test and limit comparison lending confidence to the conclusion. Recognizing these patterns makes predicting convergence or divergence more intuitive with practice.
Geometric Series
Geometric series are a specific type of series where each term is a constant multiple of the previous term. They are of the form:\[ \sum_{n=1}^{\infty} ar^n \]where \( a \) is the first term and \( r \) is the common ratio.
- If the absolute value of \( r < 1 \), the geometric series converges.
- If \( |r| \geq 1 \), the series diverges.