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Why does absolute convergence imply convergence?

Short Answer

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Question: Prove that if a series is absolutely convergent, then it must also be convergent. Answer: We have proved this by first defining absolute convergence, followed by defining convergence. Then, using the comparison test, we showed that the convergent non-negative part and convergent negative part of the series have finite limits. Finally, calculating the limit for the series, we concluded that the series is convergent, implying that if a series is absolutely convergent, it must also be convergent.

Step by step solution

01

Definition of Absolute Convergence

A series is said to be absolutely convergent if the series of the absolute values of its terms, \(\sum |a_n|\), is convergent. Mathematically, we write this as: if $$ \sum_{n=1}^{\infty} |a_n| < \infty $$ then the series is absolutely convergent.
02

Definition of Convergence

A series is said to be convergent if the sequence of its partial sums, \(\sum a_n\), tends to a finite limit as \(n\) goes to infinity. Mathematically, we write this as: if $$ \lim_{n \to \infty} \sum_{k=1}^{n} a_k = L < \infty $$ then the series is convergent.
03

Using Comparison Test

If a series is absolutely convergent, we can use the comparison test to show that it is also convergent. Let \(\sum a_n\) be an absolutely convergent series. Then, \(\sum |a_n|\) is convergent. By the comparison test, we know that if \(\sum |a_n|\) is convergent and \(0 \le a_n \le |a_n|\) for all \(n\), then \(\sum a_n\) is also convergent. First, note that for all \(n\), $$ 0 \le |a_n|, $$ which is always true. Now, let's consider the nonnegative part \(a_n^+ = \max(a_n,0)\) and the negative part \(a_n^- = \max(-a_n,0)\) of \(a_n\), for all \(n\). We have: $$ a_n = a_n^+ - a_n^- \quad \text{and} \quad |a_n| = a_n^+ + a_n^-. $$ Because \(\sum |a_n|\) converges, we must have \(\sum a_n^+\) and \(\sum a_n^-\) convergent. The sums \(\sum_{n=1}^{\infty} a_n^+\) and \(\sum_{n=1}^{\infty} a_n^-\) are convergent non-negative series. Therefore, they have finite limits: $$ \lim_{n \to \infty} \sum_{k=1}^{n} a_k^+ = L^+ < \infty \quad \text{and} \quad \lim_{n \to \infty} \sum_{k=1}^{n} a_k^- = L^- < \infty. $$
04

Prove the Convergence of \(\sum a_n\)

Since we have finite limits for both \(\sum a_n^+\) and \(\sum a_n^-\), we can calculate the limit for \(\sum a_n\): $$ \lim_{n \to \infty} \sum_{k=1}^{n} a_k = \lim_{n \to \infty} \sum_{k=1}^{n} (a_k^+ - a_k^-) = \lim_{n \to \infty} \left(\sum_{k=1}^{n} a_k^+ - \sum_{k=1}^{n} a_k^-\right) = L^+ - L^- = L < \infty. $$ Therefore, the series \(\sum a_n\) is convergent. By following the above step-by-step explanation, we have proved that if a series is absolutely convergent, then it must also be convergent.

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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 a sequence whose sum approaches a specific value as the number of its terms increases. In mathematics, we say a series \( \sum a_n \) converges if the sequence of its partial sums, \( \sum_{k=1}^{n} a_k \), tends to a finite limit L as \( n \) approaches infinity. In simpler terms, if you keep adding the terms of the series indefinitely, they will add up to some exact number, and not just keep growing indefinitely or oscillate without settling down.

Understanding convergence is critical because it ensures that we can handle the series in various mathematical contexts, like calculating sums, integrating, or differentiating, which wouldn't be valid for non-convergent series. This concept is vital in fields such as physics and engineering where infinite series depict real-world phenomena.
Comparison Test
The comparison test is a way to determine whether a series converges based on a series whose convergence is already known. It's akin to the principle of saying, 'If this lighter object can be lifted, then surely this heavier object cannot'. In terms of series, if we have two series \( \sum a_n \) and \( \sum b_n \), and we know that \( b_n \) is always greater than or equal to \( a_n \) and that the series \( \sum b_n \) converges, then we can conclude that the series \( \sum a_n \) also converges.

Applying the Comparison Test

Imagine you have a series of non-negative terms. If you can compare it to a known convergent series with terms that are larger, and your series' terms are smaller in comparison, then your series must also converge. This method simplifies the process of determining convergence, bypassing more complex calculations.
Partial Sums
Partial sums are just what they sound like—the sum of the first \( n \) terms of a series. Symbolized as \( S_n = \sum_{k=1}^{n} a_k \), they play an essential role in understanding the behavior of series. The concept of convergence we discussed earlier? It relies on these partial sums. If the sequence of partial sums \( S_n \) has a limit as \( n \) becomes very large, the series converges to that limit. Think of it like a long jumper trying to reach a record distance. Each jump (partial sum) gets the athlete incrementally closer to the goal line (the series' sum).

If a series is absolutely convergent, as detailed in the exercise, looking at the behavior of partial sums can show why such a series also converges normally. By understanding the interplay between the sum of positive and negative terms, partial sums reveal the underlying convergence of a series.
Infinite Series
Infinite series are the sum of infinitely many terms, and they are a cornerstone of mathematical analysis. Unlike finite series where the addition stops after a certain number of terms, an infinite series just keeps going. It may sound counterintuitive, but these series can actually add up to a finite number—this is when we say the series converges. Conversely, if the sum doesn't settle on any particular value, the series diverges.

Harnessing the power of infinite series allows mathematicians to describe complex functions and ideas with relative simplicity. They're foundational in understanding function behaviors and are used for everything from calculating pi to representing complex waveforms in electronic signals. It's the extraordinary nature of infinite series that permits finite answers to questions involving endless processes.

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Most popular questions from this chapter

Give an argument similar to that given in the text for the harmonic series to show that \(\sum_{k=1}^{\infty} \frac{1}{\sqrt{k}}\) diverges.

The Riemann zeta function is the subject of extensive research and is associated with several renowned unsolved problems. It is defined by \(\zeta(x)=\sum_{k=1}^{\infty} \frac{1}{k^{x}} .\) When \(x\) is a real number, the zeta function becomes a \(p\) -series. For even positive integers \(p,\) the value of \(\zeta(p)\) is known exactly. For example, $$\sum_{k=1}^{\infty} \frac{1}{k^{2}}=\frac{\pi^{2}}{6}, \quad \sum_{k=1}^{\infty} \frac{1}{k^{4}}=\frac{\pi^{4}}{90}, \quad \text { and } \quad \sum_{k=1}^{\infty} \frac{1}{k^{6}}=\frac{\pi^{6}}{945}, \ldots$$ Use the estimation techniques described in the text to approximate \(\zeta(3)\) and \(\zeta(5)\) (whose values are not known exactly) with a remainder less than \(10^{-3}\).

The famous Fibonacci sequence was proposed by Leonardo Pisano, also known as Fibonacci, in about \(\mathrm{A.D.} 1200\) as a model for the growth of rabbit populations. It is given by the recurrence relation \(f_{n+1}=f_{n}+f_{n-1},\) for \(n=1,2,3, \ldots,\) where \(f_{0}=1, f_{1}=1 .\) Each term of the sequence is the sum of its two predecessors. a. Write out the first ten terms of the sequence. b. Is the sequence bounded? c. Estimate or determine \(\varphi=\lim _{n \rightarrow \infty} \frac{f_{n+1}}{f_{n}},\) the ratio of the successive terms of the sequence. Provide evidence that \(\varphi=(1+\sqrt{5}) / 2,\) a number known as the golden mean. d. Use induction to verify the remarkable result that $$f_{n}=\frac{1}{\sqrt{5}}\left(\varphi^{n}-(-1)^{n} \varphi^{-n}\right).$$

Marie takes out a \(\$ 20,000\) loan for a new car. The loan has an annual interest rate of \(6 \%\) or, equivalently, a monthly interest rate of \(0.5 \% .\) Each month, the bank adds interest to the loan balance (the interest is always \(0.5 \%\) of the current balance), and then Marie makes a \(\$ 200\) payment to reduce the loan balance. Let \(B_{n}\) be the loan balance immediately after the \(n\) th payment, where \(B_{0}=\$ 20,000\). a. Write the first five terms of the sequence \(\left\\{B_{n}\right\\}\). b. Find a recurrence relation that generates the sequence \(\left\\{B_{n}\right\\}\). c. Determine how many months are needed to reduce the loan balance to zero.

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