Chapter 2
Calculus for Biology and Medicine · 189 exercises
Problem 62
Formal Definition of Limits: \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$. $$ a_{n}=\frac{n+1}{n}, \epsilon=.05 $$
4 step solution
Problem 63
In Problems , graph the line \(N_{t+1}=R N_{t}\) in the \(N_{t}-N_{t+1}\) plane for the indicated value of \(R\) and locate the points \(\left(N_{t}, N_{t+1}\right), t=0\), 1\. and 2. for the given value of \(N_{0}\). $$ R=\frac{1}{2}, N_{0}=16 $$
4 step solution
Problem 63
Formal Definition of Limits: \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$. $$ a_{n}=\frac{n^{2}}{n^{2}+1}, \epsilon=0.01 $$
6 step solution
Problem 64
In Problems , graph the line \(N_{t+1}=R N_{t}\) in the \(N_{t}-N_{t+1}\) plane for the indicated value of \(R\) and locate the points \(\left(N_{t}, N_{t+1}\right), t=0\), 1\. and 2. for the given value of \(N_{0}\). $$ R=\frac{1}{2}, N_{0}=64 $$
4 step solution
Problem 65
In Problems , graph the line \(N_{t+1}=R N_{t}\) in the \(N_{t}-N_{t+1}\) plane for the indicated value of \(R\) and locate the points \(\left(N_{t}, N_{t+1}\right), t=0\), 1\. and 2. for the given value of \(N_{0}\). $$ R=\frac{1}{3}, N_{0}=81 $$
5 step solution
Problem 65
Formal Definition of Limits: In Problems \(65-70\), 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 \(n>N\). $$ \lim _{t \rightarrow \infty} \frac{1}{n}=0 $$
5 step solution
Problem 66
In Problems , graph the line \(N_{t+1}=R N_{t}\) in the \(N_{t}-N_{t+1}\) plane for the indicated value of \(R\) and locate the points \(\left(N_{t}, N_{t+1}\right), t=0\), 1\. and 2. for the given value of \(N_{0}\). $$ R=\frac{1}{4}, N_{0}=16 $$
6 step solution
Problem 67
Formal Definition of Limits: 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 \(n>N\). $$ \lim _{n \rightarrow \infty} \frac{1}{n^{2}}=0 $$
5 step solution
Problem 68
Formal Definition of Limits: 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 \(n>N\). $$ \lim _{n \rightarrow \infty} \frac{1}{n^{2}+1}=0 $$
5 step solution
Problem 69
In Problems , graph the line \(\frac{N_{t}}{N_{t+1}}=\frac{1}{R}\) in the \(N_{t}-\frac{N_{t}}{N_{t+1}}\) plane for the indicated value of \(R\) and locate the points \(\left(N_{t}, \frac{N_{t}}{N_{t+1}}\right), t=0\), 1, 2, for the given value of \(N_{0}\). Find the parent-offspring ratio. $$ R=3, N_{0}=2 $$
6 step solution
Problem 69
Formal Definition of Limits: 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 \(n>N\). $$ \lim _{n \rightarrow \infty} \frac{n+1}{n}=1 $$
4 step solution
Problem 70
Formal Definition of Limits: 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 \(n>N\). $$ \lim _{n \rightarrow \infty} \frac{n}{n+1}=1 $$
5 step solution
Problem 71
In Problems \(71-82\), use the limit laws to determine \(\lim _{n \rightarrow \infty} a_{n}=a .\) \(\lim _{n \rightarrow \infty}\left(\frac{1}{n}+\frac{1}{n^{2}}\right)\)
5 step solution
Problem 72
Use the limit laws to determine \(\lim _{n \rightarrow \infty} a_{n}=a .\) $$ \lim \left(\frac{2}{n}-\frac{1}{n^{2}+1}\right) $$
4 step solution
Problem 73
Use the limit laws to determine \(\lim _{n \rightarrow \infty} a_{n}=a .\) $$ \lim _{n \rightarrow \infty}\left(\frac{n+1}{n}\right) $$
4 step solution
Problem 74
Use the limit laws to determine \(\lim _{n \rightarrow \infty} a_{n}=a .\) $$ \lim _{n \rightarrow \infty}\left(\frac{2 n-3}{n}\right) $$
4 step solution
Problem 75
A bird population lives in a habitat where the number of nesting sites is a limiting factor in population growth. In which of the following cases would you expect that the growth of this bird population over the next few generations could be reasonably well approximated by exponential growth? (a) All nesting sites are occupied. (b) The bird population just invaded the habitat, and the population size is still much smaller than the available nesting sites. (c) In the previous year, a hurricane killed more than \(90 \%\) of the birds in this habitat.
5 step solution
Problem 75
Use the limit laws to determine \(\lim _{n \rightarrow \infty} a_{n}=a .\) $$ \lim _{n \rightarrow \infty}\left(\frac{n^{2}+1}{n^{2}}\right) $$
5 step solution
Problem 76
= Pollen records show that the number of Scotch pine (Pinus sylvestris) grew exponentially for about 500 years after colonization of the Norfolk region of Great Britain about 9500 years ago. Can you find a possible explanation for this growth?
4 step solution
Problem 76
Use the limit laws to determine \(\lim _{n \rightarrow \infty} a_{n}=a .\) $$ \lim _{n \rightarrow \infty}\left(\frac{3 n^{2}-5}{n^{2}}\right) $$
5 step solution
Problem 77
Exponential growth generally occurs when population growth is density independent. List conditions under which a population might stop growing exponentially.
5 step solution
Problem 77
Use the limit laws to determine \(\lim _{n \rightarrow \infty} a_{n}=a .\) $$ \lim _{n \rightarrow \infty}\left(\frac{n+1}{n^{2}-1}\right) $$
5 step solution
Problem 78
Use the limit laws to determine \(\lim _{n \rightarrow \infty} a_{n}=a .\) $$ \lim _{n \rightarrow \infty}\left(\frac{n+2}{n^{2}-4}\right) $$
3 step solution
Problem 79
Use the limit laws to determine \(\lim _{n \rightarrow \infty} a_{n}=a .\) $$ \lim _{n \rightarrow \infty}\left[\left(\frac{1}{3}\right)^{n}+\left(\frac{1}{2}\right)^{n}\right] $$
4 step solution
Problem 80
Use the limit laws to determine \(\lim _{n \rightarrow \infty} a_{n}=a .\) $$ \lim _{n \rightarrow \infty}\left(3^{-n}-4^{-n}\right) $$
4 step solution
Problem 81
Use the limit laws to determine \(\lim _{n \rightarrow \infty} a_{n}=a .\) $$ \lim _{n \rightarrow \infty} \frac{n+2^{-n}}{n} $$
4 step solution
Problem 82
Use the limit laws to determine \(\lim _{n \rightarrow \infty} a_{n}=a .\) $$ \lim _{n \rightarrow \infty} \frac{n+3^{-n}}{n} $$
5 step solution
Problem 93
In Problems \(93-102\), the sequence \(\left\\{a_{n}\right\\}\) is recursively defined. Find all fixed points of \(\left\\{a_{n}\right\\}\) $$ a_{n+1}=\frac{1}{2} a_{n}+2 $$
5 step solution
Problem 94
The sequence \(\left\\{a_{n}\right\\}\) is recursively defined. Find all fixed points of \(\left\\{a_{n}\right\\}\) $$ a_{n+1}=\frac{1}{3} a_{n}+\frac{4}{3} $$
5 step solution
Problem 95
The sequence \(\left\\{a_{n}\right\\}\) is recursively defined. Find all fixed points of \(\left\\{a_{n}\right\\}\) $$ a_{n+1}=\frac{2}{5} a_{n}-\frac{9}{5} $$
4 step solution
Problem 96
The sequence \(\left\\{a_{n}\right\\}\) is recursively defined. Find all fixed points of \(\left\\{a_{n}\right\\}\) $$ a_{n+1}=-\frac{1}{3} a_{n}+\frac{1}{4} $$
4 step solution
Problem 97
The sequence \(\left\\{a_{n}\right\\}\) is recursively defined. Find all fixed points of \(\left\\{a_{n}\right\\}\) $$ a_{n+1}=\frac{4}{a_{n}} $$
5 step solution
Problem 98
The sequence \(\left\\{a_{n}\right\\}\) is recursively defined. Find all fixed points of \(\left\\{a_{n}\right\\}\) $$ a_{n+1}=\frac{7}{a_{n}} $$
3 step solution
Problem 99
The sequence \(\left\\{a_{n}\right\\}\) is recursively defined. Find all fixed points of \(\left\\{a_{n}\right\\}\) $$ a_{n+1}=\frac{2}{a_{n}+2} $$
8 step solution
Problem 101
The sequence \(\left\\{a_{n}\right\\}\) is recursively defined. Find all fixed points of \(\left\\{a_{n}\right\\}\) $$ a_{n+1}=\sqrt{5 a_{n}} $$
6 step solution
Problem 102
The sequence \(\left\\{a_{n}\right\\}\) is recursively defined. Find all fixed points of \(\left\\{a_{n}\right\\}\) $$ a_{n+1}=\sqrt{7 a_{n}} $$
7 step solution
Problem 103
In Problems 103-110, assume that \(\lim _{n \rightarrow \infty} a_{n}\) exists. Find all fixed ooints of \(\left\\{a_{n}\right\\}\), and use a table or other reasoning to guess which ixed point is the limiting value for the given initial condition. $$ a_{n+1}=\frac{1}{2}\left(a_{n}+5\right), a_{0}=1 $$
5 step solution
Problem 107
Assume that \(\lim _{n \rightarrow \infty} a_{n}\) exists. Find all fixed ooints of \(\left\\{a_{n}\right\\}\), and use a table or other reasoning to guess which ixed point is the limiting value for the given initial condition. $$ a_{n+1}=2 a_{n}\left(1-a_{n}\right), a_{0}=0.1 $$
5 step solution
Problem 109
Assume that \(\lim _{n \rightarrow \infty} a_{n}\) exists. Find all fixed ooints of \(\left\\{a_{n}\right\\}\), and use a table or other reasoning to guess which ixed point is the limiting value for the given initial condition. $$ a_{n+1}=\frac{1}{2}\left(a_{n}+\frac{4}{a_{n}}\right), a_{0}=1 $$
4 step solution