What is the Solution to a Population Growth Differential Equation?

In summary, the population's rate of change is 9 per year due to an average of 4 births and 9 deaths per year.
  • #1
cheddacheeze
42
0

Homework Statement


Consider a population whose number we denote by [tex] P [/tex] . Suppose that [tex]b[/tex] is the average number of births per capita per year and[tex]d[/tex] is the average number of deaths per capita per year. Then the rate of change of the population is given by the following differential equation,

[tex]dP/dt = bP-dP [/tex] where t is in years

[tex]d = 4 + P/200, b = 9 and P(0) = 200[/tex]

solve for [tex]P(t)[/tex]
(Hint: you might find the partial fraction in part (c) useful in determining your solution.)

Homework Equations



part (c) being:

[tex] 200/P(1000-P) = A/P + B/1000-P [/tex]
A=1/5, B=1/5

The Attempt at a Solution


[tex]dP/dt = 9P-(4+P/200)[/tex]
[tex]dP/dt = 9P-4-P/200 [/tex]
[tex]dP=(9P-4-P/200)dt[/tex]
[tex]dp/(9P-4-P/200)=dt[/tex]

im thinking the partial fraction comes somewhere in between my 3rd and 4th line but i can't seem to think what factor and exactly where...
 
Physics news on Phys.org
  • #2
From your data [itex] bP-dP=9P-(4+P/200)P[/itex]. You're missing that last P in your attempt.
 
  • #3
Cyosis said:
From your data [itex] bP-dP=9P-(4+P/200)P[/itex]. You're missing that last P in your attempt.

youre right, going from there
[tex]dP/dt=9P-(4+P/200)P[/tex]
[tex]5P-(P^2)/200[/tex]
[tex]P(5-P/200)[/tex]
[tex]dP/dt=P(1000-P/200)[/tex]

inversing i get
[tex]dt/dP=200/P(1000-P)=1/5P+1/5000-5P[/tex]
[tex]200/P(1000-P)=1/5P+1/5000-5P[/tex]
is from A=1/5, B=1/5 using partial fractions
[tex](1/5P+1/5000-5P)dP=200/dt[/tex]

im confused on what to do with [tex]200/dt[/tex]
how do you integrate that?
[tex]/int(1/5P+1/5000-5P)dP[/tex]
is [tex]1/5lnP+ 1/5 ln 5-5P[/tex] ?
 
  • #4
You may want to use parenthesis to make it readable.

You have a differential equation of the form dt/dP=f(P) in equation line (6) therefore f(P)dP=dt and not 1/dt.

Integrate by using a substitution for the second fraction.
 
  • #5
basically the equation becomes
[tex]\int (1/5) (1/P + 1/1000-P) = \int 200dt [/tex]
or you can't take the common factor of 1/5?
and how do you use parenthesis, still kind of new to these forums
 
  • #6
Yes you can take the factor 1/5 out. Parenthesis are (). For example 1/1000-P as you've written it down is 0.001-P, but you mean [itex]1/(1000-P)=\frac{1}{1000-P}[/itex]. Where does the 200 come from? The rest looks good.
 
  • #7
Cyosis said:
Yes you can take the factor 1/5 out. Parenthesis are (). For example 1/1000-P as you've written it down is 0.001-P, but you mean [itex]1/(1000-P)=\frac{1}{1000-P}[/itex]. Where does the 200 come from? The rest looks good.

doesnt the 200 come from

[tex]dP/dt=P(1000-P)/200[/tex]

then i inversed

[tex]dt/dP = 200/(P(1000-P))[/tex]

and how do you make it so that it looks like a fraction? which tool was that
 
  • #8
To create a fraction a/b you can write \frac{a}{b}.

You have the equation [itex]\frac{dt}{dP}=\frac{1}{5P}+\frac{1}{5000-5P}[/itex]. There is no 200 in there.
 
  • #9
ohhhhhh right i forgot i turned [itex] \frac{200}{P(1000-P)} [/itex]
into [itex] \frac{1}{5P}+\frac{1}{5000-5P} [/itex]
so its possible to do
[itex] \frac{1}{5} \int \frac{1}{P} + \frac{1}{1000-P} [/itex] ?
 
Last edited:
  • #10
Don't forget to put [tex] or [itex] brackets around your code. Yes you can now do the integral through a substitution.
 
  • #11
cant i just do

[itex] \frac{1}{5} \int \frac{1}{P} + \frac{1}{5} \int \frac{1}{1000-P} [/itex]

turning into:
[itex] \frac{1}{5} lnP + \frac{1}{5} ln(1000-P) [/itex]

forgetting my basics...
 
Last edited:
  • #12
What you have written down now is no longer readable. Put \ in front of all your fractions. Anyhow you can check your answer by taking the derivative of your answer. Do it and you will see one term is correct and one is not.
 
  • #13
ok it seems the term

[itex] \int \frac{1}{1000-P} [/itex]

is giving me trouble, what would be the substitution
 
Last edited:
  • #14
Can you please fix your latex code before proceeding with making a new post. Post 9,11 and 13 need fixing. What kind of substitution do you think would help?
 
  • #15
letting u = 1000-P
du = -1?
so confused
 
  • #16
Looking good now. Don't forget the dP in your integration though. The substitution u=1000-P is the correct one. However what is du=-1... (something is missing here)?
 
  • #17
i have totally forgot how to do integration using substitution,
you mean du=-1dP
will have to read up on it...
 
  • #18
Yes that is correct. Now replace all Ps and dPs in your original integral with u and du.
 
  • #19
does the equation become
just for the subtitution

[itex] \frac{-1}{ln(1000-P)} [/itex]
 
  • #20
No. It appears that you do not know how to integrate by substitution. Looking at the problem you have presented you ought to have followed a course at some point that taught you how to do it. I suggest reviewing the basics of integration before continuing with this problem.
 
  • #21
[itex] \frac{1}{5} lnP - \frac{1}{5} ln(1000-P)= t+C [/itex]
[itex] lnP - ln(1000-P) = 5t+5c [/itex]

using log rules
[itex] ln \frac{P}{1000-P} = 5t+5c [/itex]

multiplying by e
[itex] \frac{P}{1000-P}=Ae^{5t} , A=e^{5c} [/itex]

[itex] P = (1000-P)(Ae^{5t}) [/itex]

multiplying it out
[itex] P=1000Ae^{5t} - PAe^{5t} [/itex]
[itex] P + PAe^{5t} = 1000Ae^{5t} [/itex]
[itex] Ae^{5t}= 1000Ae^{5t}/P [/itex]
[itex] P = 1000 [/itex]

but how do i get P(t)
 
Last edited:
  • #22
turns out i just had to use rearranging to find my P(t)
 

1. What is population growth using ODE's?

Population growth using ODE's refers to the mathematical modeling of population dynamics using Ordinary Differential Equations (ODE's). It is a method used by scientists to study and predict the changes in a population over time, taking into account various factors such as birth rate, death rate, and migration.

2. Why is it important to study population growth using ODE's?

Studying population growth using ODE's allows us to understand and predict how a population will change over time. This is crucial for making informed decisions about resource allocation, urban planning, and environmental conservation. It also helps us identify potential issues and develop strategies to address them.

3. What are the key components of an ODE model for population growth?

The key components of an ODE model for population growth are the birth rate, death rate, and growth rate. These parameters are used to create a mathematical equation that describes how the population changes over time. Other factors such as immigration, emigration, and carrying capacity may also be included in the model.

4. How do scientists collect data for ODE models of population growth?

Scientists collect data for ODE models of population growth through various methods such as surveys, census data, and field observations. This data is used to determine the initial population size and to estimate the values of the key components, such as birth and death rates, in the ODE model.

5. What are the limitations of using ODE models for population growth?

ODE models for population growth have limitations, as they are simplifications of real-world systems. They do not take into account all the complexities and uncertainties of population dynamics, such as environmental changes and social factors. Therefore, the results of these models should be interpreted with caution and used in conjunction with other methods and data sources.

Similar threads

  • Calculus and Beyond Homework Help
Replies
1
Views
495
  • Calculus and Beyond Homework Help
Replies
12
Views
2K
  • Calculus and Beyond Homework Help
Replies
5
Views
1K
  • Calculus and Beyond Homework Help
Replies
13
Views
2K
  • Calculus and Beyond Homework Help
Replies
7
Views
5K
  • Calculus and Beyond Homework Help
Replies
5
Views
2K
  • Calculus and Beyond Homework Help
Replies
1
Views
2K
  • Calculus and Beyond Homework Help
Replies
3
Views
1K
  • Calculus and Beyond Homework Help
Replies
7
Views
2K
  • Calculus and Beyond Homework Help
Replies
5
Views
4K
Back
Top