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\(\lim _{n \rightarrow \infty} a_{n}=a\). Find the limit \(a\), and determine \(N\) so that \(\left|a_{n}-a\right|<\epsilon\) for all \(n>N\) for the given value of \(\epsilon\) $$ a_{n}=\frac{1}{\sqrt{n}}, \epsilon=0.05 $$

Short Answer

Expert verified
The limit \( a = 0 \) and \( N = 400 \) satisfies the condition \( \left| a_n - a \right| < 0.05 \) for all \( n > N \).

Step by step solution

01

Understand the Sequence

Identify that the sequence given by \( a_n = \frac{1}{\sqrt{n}} \) is such that as \( n \to \infty \), \( \sqrt{n} \to \infty \) and \( \frac{1}{\sqrt{n}} \to 0 \). This suggests that the limit \( a = 0 \).
02

Define the Problem of Finding N

With \( a = 0 \), we need to find \( N \) such that for any \( n > N \), the inequality \( \left| a_n - a \right| < \epsilon \) holds. This translates to \( \left| \frac{1}{\sqrt{n}} - 0 \right| < 0.05 \), or simply \( \frac{1}{\sqrt{n}} < 0.05 \).
03

Solve the Inequality for N

Rearrange the inequality \( \frac{1}{\sqrt{n}} < 0.05 \) to find \( n \). This gives \( \sqrt{n} > \frac{1}{0.05} = 20 \), and squaring both sides results in \( n > 400 \).
04

Conclude the Value of N

It follows that \( N = 400 \) will satisfy the given condition that for all \( n > N \), \( \left| \frac{1}{\sqrt{n}} - 0 \right| < 0.05 \).

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Key Concepts

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

Convergence
In mathematical terms, a sequence converges to a limit if it gets closer and closer to a certain value as the sequence progresses. For the sequence \( a_n = \frac{1}{\sqrt{n}} \), the limit is \( a = 0 \). This means as \( n \) gets larger, \( \frac{1}{\sqrt{n}} \) approaches 0. Convergence is essential because it tells us about the behavior of a sequence as it moves towards infinity.

To say a sequence converges to a limit \( a \), the sequence terms \( a_n \) must get arbitrarily close to \( a \) as the index \( n \) increases. Practically, it means for any desired precision \( \epsilon \), we can find a point in the sequence beyond which all terms are within \( \epsilon \) of \( a \). In our example, since \( \frac{1}{\sqrt{n}} \to 0 \), the sequence has no fixed value it settles at, but merely gets infinitely close to 0.

Convergence helps in understanding not just sequences, but functions and integrals in calculus, showing stability or patterns in long-term behavior.
Epsilon-Delta Definition
The epsilon-delta definition is a formal way of defining the limit of a sequence. It provides a precise way to express the idea that the terms of a sequence can get as close as we want to a given limit. For our sequence \( a_n = \frac{1}{\sqrt{n}} \), this means that for any small distance \( \epsilon > 0 \), there exists a point \( N \) where for all terms beyond that, the difference between \( a_n \) and the limit \( a \) is less than \( \epsilon \).

To break it down:
  • Choose a positive number \( \epsilon \), which represents how close we want the sequence to be to the limit.
  • Find a natural number \( N \) such that for every \( n > N \), the inequality \( |a_n - a| < \epsilon \) holds true.
This concrete method shows that the sequence values cannot stray too far from the limit, ensuring the sequence's stability and predictability when \( n \) becomes very large.
Inequality Manipulation
In mathematical problem-solving, inequality manipulation is a critical skill. For our sequence, we need to manipulate the inequality to determine \( N \), the point beyond which all terms \( a_n \) are within \( \epsilon = 0.05 \) of \( a = 0 \).

In this case, the inequality \( \left| \frac{1}{\sqrt{n}} - 0 \right| < 0.05 \) simplifies to \( \frac{1}{\sqrt{n}} < 0.05 \). Manipulating the inequality involves several steps:
  • First, realize that \( \frac{1}{\sqrt{n}} < 0.05 \) is the same as saying \( \sqrt{n} > 20 \), since \( \frac{1}{0.05} = 20 \).
  • Square both sides of \( \sqrt{n} > 20 \) to find \( n > 400 \).
These manipulations allow us to conclude that \( N = 400 \), meaning the sequence terms will satisfy the inequality \( \left| a_n - a \right| < \epsilon \) for all \( n > 400 \).

Being able to rearrange and simplify inequalities is crucial for solving limits and determining convergence, especially when dealing with sequences that approach infinity.

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Most popular questions from this chapter

Mountain Gorilla Conservation You are trying to build a mathematical model for the size of the population of mountain gorillas in a national park in Uganda. The data in this question are taken from Robbins et al. (2009). (a) You start by writing a word equation relating the population of gorillas \(t\) years after the study begins, \(N_{t}\), to the population \(N_{t+1}\) in the next year: \(N_{t+1}=N_{t}+\begin{array}{l}\text { number of gorillas } \\ \text { born in one year }\end{array}-\begin{array}{l}\text { number of gorillas } \\\ \text { that die in one yeai }\end{array}\) We will derive together formulas for the number of births and the number of deaths. (i) Around half of gorillas are female, \(75 \%\) of females are of reproductive age, and in a given year \(22 \%\) of the females of reproductive age will give birth. Explain why the number of births is equal to: \(\quad 0.5 \cdot 0.75 \cdot 0.22 \cdot N_{t}=0.0825 \cdot N_{t}\) (ii) In a given year \(4.5 \%\) of gorillas will die. Write down a formula for the number of deaths. (iii) Write down a recurrence equation for the number of gorillas in the national park. Assuming that there are 300 gorillas initially (that is \(N_{0}=300\) ), derive an explicit formula for the number of gorillas after \(t\) years. (iv) Calculate the population size after \(1,2,5\), and 10 years. (v) According to the model, how long will it take for population size to double to 600 gorillas? (b) In reality the population size is almost totally stagnant (i.e., \(N_{t}\) changes very little from year to year). Robbins et al. (2009) consider three different explanations for this effect: (i) Increased mortality: Gorillas are dying sooner than was thought. What percentage of gorillas would have to die each year for the population size to not change from year to year? (ii) Decreased female fecundity: Gorillas are having fewer offspring than was thought. Calculate the female birth rate (percentage of reproductive age females that give birth) that would lead to the population size not changing from year to year. Assume that all other values used in part (a) are correct. (iii) Emigration: Gorillas are leaving the national park. What number of gorillas would have to leave the national park each year for the population to not change from year to year?

Hormone Implant You are studying an implanted contraceptive that releases hormone continuously into a patient's blood. The data in this question are from Nilsson et al. (1986). The device adds \(20 \mu \mathrm{g}\) of hormone to the blood each day. In the blood the hormone has first order elimination kinetics; \(4 \%\) of the hormone is eliminated each day. (a) Let the amount of hormone in the blood on day \(t\) be \(a_{t} .\) Write a word equation for the change in \(a_{t}\) over one day. (b) Put in mathematical formulas for each of the terms in your word equation from (a). (c) Assume that on day 0 no hormone is present in the patient's blood, in other words, \(a_{0}=0 .\) Use your equation from (b) to compute the amount of hormone in the blood on days \(1,2,3,4\), \(5,6 .\) (d) Over time the level of hormone in the blood converges to a limit. Find the value of this limit by looking for a fixed point of your recurrence relation in (b).

Use the formal definition of limits to show that \(\lim _{n \rightarrow \infty} a_{n}=a ;\) that is, find \(N\) such that for every \(\epsilon>0\), there exists an \(N\) such that \(\left|a_{n}-a\right|<\epsilon\) whenever \(n>N\). $$ \lim _{n \rightarrow \infty} \frac{n}{n+1}=1 $$

Use the limit laws to determine \(\lim _{n \rightarrow \infty} a_{n}=a .\) $$ \lim _{m \rightarrow \infty}\left(\frac{2}{n}-\frac{3}{n^{2}+1}\right) $$

Investigate the behavior of the discrete logistic equation $$ x_{t+1}=R_{0} x_{t}\left(1-x_{t}\right) $$ Compute \(x_{t}\) for \(t=0,1,2, \ldots, 20\) for the given values of \(r\) and \(x_{0}\), and graph \(x_{t}\) as a function of \(t .\) \(R_{0}=2, x_{0}=0\)

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