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In Problems , find the population sizes for \(t=0,1\), 2, \(\ldots, 5\) for each recursion. Then write the equation for \(N_{t}\) as a function of \(t\). $$ N_{t+1}=7 N_{t} \text { with } N_{0}=4 $$

Short Answer

Expert verified
The population sizes are 4, 28, 196, 1372, 9604, 67228 for \( t=0 \) to \( t=5 \). The equation for \( N_{t} \) is \( N_{t} = 4 \times 7^t \).

Step by step solution

01

Understanding the Recursion Formula

We are given the recursion formula \( N_{t+1} = 7N_{t} \) with an initial population size \( N_{0} = 4 \). This means that each term in the sequence is 7 times the preceding term.
02

Calculating \( N_{1} \)

Using the given recursion formula, calculate \( N_{1} \): \[ N_{1} = 7 imes N_{0} = 7 \times 4 = 28 \]
03

Calculating \( N_{2} \)

Proceed to calculate \( N_{2} \) using \( N_{1} \): \[ N_{2} = 7 imes N_{1} = 7 \times 28 = 196 \]
04

Calculating \( N_{3} \)

Now, calculate \( N_{3} \): \[ N_{3} = 7 imes N_{2} = 7 \times 196 = 1372 \]
05

Calculating \( N_{4} \)

Calculate \( N_{4} \) by applying the recursion: \[ N_{4} = 7 imes N_{3} = 7 \times 1372 = 9604 \]
06

Calculating \( N_{5} \)

Finally, find \( N_{5} \): \[ N_{5} = 7 imes N_{4} = 7 \times 9604 = 67228 \]
07

Writing General Function for \( N_{t} \)

To write \( N_{t} \) as a function of \( t \), notice that each term is derived by multiplying the initial term \( N_{0} \) by \( 7^t \): \[ N_{t} = N_{0} imes 7^t = 4 imes 7^t \]

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Key Concepts

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

Population Growth
Population growth in mathematical terms often describes how a population changes over time, typically due to factors like birth rates, death rates, immigration, and emigration. In our exercise, we assume a more idealized scenario of geometric growth where only multiplication by a constant factor is considered.

This form of population growth is exponential, meaning the population size increases by a constant ratio each time period. It is a simplified model where environmental factors and resources limit are not considered. This is why such a model can be useful in certain controlled conditions like lab growth of bacteria or theoretical models.

For example, if we model the population of a certain species in an environment with no limiting factors, the concept of constant population growth gives us a clearer picture of how quickly the species can proliferate if unchecked, which helps us understand potential outcomes in more complex dynamics.
Recursive Sequences
Recursive sequences are essentially sequences in which terms are related to previous terms by a fixed rule. In our exercise, this sequence is determined by the recursion formula \( N_{t+1} = 7N_{t} \). This means that each population size at time \( t+1 \) depends directly on the size at time \( t \). This type of sequence is particularly useful in modeling real-world processes where the next state depends on the current state.

  • Initial Condition: This is the starting point of the sequence, in this case, \( N_0 = 4 \).
  • Recursion Relation: The formula describes how the sequence evolves, here it is \( N_{t+1} = 7N_{t} \).

Recursive sequences highlight the concept of dependency, where each term must be calculated in succession, making them very suitable for computational algorithms and iterative problem solving.
Exponential Functions
Exponential functions describe processes where a quantity grows or decays at a rate proportional to its current value. An example of this is \( N_{t} = 4 \times 7^t \), an exponential function derived in our exercise, which represents the population size as a function of time \( t \).

The function grows rapidly because the base \( 7 \) is greater than 1. This characteristic makes exponential functions applicable to various natural processes like population growth, radioactive decay, and compound interest.

  • Base of the Exponent: In this exercise, it is \( 7 \), representing the growth factor.
  • Exponent: Corresponds to time \( t \), reflecting how the growth effect accumulates with each time period.

An important property of exponential functions is the steepness of the growth as \( t \) increases, symbolized by the curve's rapid upward swing, demonstrating why these functions can't continue indefinitely in real-world scenarios without constraints.

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Most popular questions from this chapter

Assume that the population growth is described by the Beverton-Holt recruitment curve with parameters \(R_{0}\) and a. Find the population sizes for \(t=1,2, \ldots, 5\) and find \(\lim _{t \rightarrow \infty} N_{t}\) for the given initial value \(N_{0} .\) \(R_{0}=3, a=1 / 20, N_{0}=7\)

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 \(t .\) \(R_{0}=2, x_{0}=0.9\)

Assume that the population growth is described by the Beverton-Holt model. Find all fixed points. \(N_{t+1}=\frac{2 N_{t}}{1+N_{t} / 60}\)

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?

In Problems 101-110, the sequence \(\left\\{a_{n} \mid\right.\) is recursively defined. Find all fixed points of \(\left[a_{n}\right\\} .\) $$ a_{n+1}=\frac{1}{2} a_{n}+2 $$

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