Population Model: Increasing P as t Increases

In summary, the differential equation \frac{dP}{dt} = P(aP - b) is a well-known population model with positive constants a and b. As time t increases, the population P will increase if it is initially between 0 and b/a, and will decrease if it is initially less than 0 or greater than b/a. The behavior of the population over time depends on its initial value.
  • #1
KillerZ
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Homework Statement



The differential equation [tex]\frac{dP}{dt} = P(a - bP)[/tex] is a well-known population model. Suppose the DE is changed to:

[tex]\frac{dP}{dt} = P(aP - b)[/tex]

Where a and b are positive constants. Discuss what happens to the population P as time t increases.

Homework Equations



[tex]\frac{dP}{dt} = P(aP - b)[/tex]

The Attempt at a Solution



Well I thought the population would increase because in the original equation on the intervals:

critical points
[tex] P(t) = 0[/tex]
[tex] P(t) = a/b[/tex]

[tex]-\infty < P < 0[/tex] it is decreasing
[tex]0 < P < a/b[/tex] it is increasing
[tex]a/b < P < \infty[/tex] it is decreasing

so in the changed equation:

critical points
[tex] P(t) = 0[/tex]
[tex] P(t) = b/a[/tex]

[tex]-\infty < P < 0[/tex] it is increasing
[tex]0 < P < b/a[/tex] it is increasing
[tex]b/a < P < \infty[/tex] it is increasing
 
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  • #2
The derivative is positive (and so the function is increasing) when P(aP- b)> 0. Now, if P< 0, both P and aP-b are negative so P(aP- b)> 0. For 0< P < b/a, P is positive but aP- b is still negative so P(aP-b)< 0 and P is decreasing. Was that a typo?

From that, it seems to me that what happens to the population "as time t increases" depends upon the initial value. What happens if P(0) is less than b/a? What happens if P(0) is larger than b/a? What happens if P(0)= b/a?
 
  • #3
Ok I got it thanks.
 

FAQ: Population Model: Increasing P as t Increases

What is a population model?

A population model is a mathematical representation of how a population changes over time. It takes into account various factors such as birth rate, death rate, immigration, and emigration to predict how a population will grow or decline.

Why is population modeling important?

Population modeling is important because it allows us to better understand and predict population dynamics. This information can be used to make informed decisions about resource allocation, conservation efforts, and healthcare planning.

What does "P as t increases" mean in the context of a population model?

In a population model, "P" represents the size of the population and "t" represents time. Therefore, "P as t increases" means that as time passes, the population size is expected to increase.

What factors can cause an increase in population?

Some factors that can cause an increase in population include high birth rate, low death rate, immigration, and improved healthcare and living conditions. These factors can lead to a higher number of births and a lower number of deaths, resulting in a larger population over time.

What are some limitations of population models?

Population models are simplifications of complex systems and therefore have some limitations. They may not take into account all possible factors that can affect population growth or decline, and their predictions may not always be accurate. Additionally, unexpected events such as natural disasters or disease outbreaks can greatly impact population dynamics and are difficult to account for in a model.

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