Answer:Limiting Population: Solving Logistic Equation with P_0

  • Context: Undergrad 
  • Thread starter Thread starter highlander2k5
  • Start date Start date
  • Tags Tags
    population
Click For Summary

Discussion Overview

The discussion revolves around solving a logistic equation for population dynamics, specifically the equation dP/dt = aP - bP^2. Participants are tasked with showing that the limiting population can be expressed as M = (B_0 * P_0) / D_0, given initial conditions related to births and deaths. The scope includes mathematical reasoning and problem-solving related to differential equations.

Discussion Character

  • Homework-related
  • Mathematical reasoning
  • Debate/contested

Main Points Raised

  • Some participants express confusion about the setup of the problem and the steps needed to derive the limiting population formula.
  • One participant questions the introduction of an additional P in the equation dP/dt = (aP - bP^2)P.
  • Another participant suggests that understanding the condition for steady-state population could simplify finding M.
  • There are differing approaches to integrating the equation, with some participants attempting to use partial fractions while others suggest avoiding integration altogether.
  • A later reply proposes that M is known and can be derived without integration, indicating a potential simplification in the approach.

Areas of Agreement / Disagreement

Participants generally do not agree on the best method to approach the problem, with multiple competing views on how to derive the limiting population. The discussion remains unresolved as participants explore different methods and interpretations.

Contextual Notes

Some participants express uncertainty regarding the integration steps and the assumptions made in their approaches. There are also references to specific values for a and b that need to be determined in relation to the initial conditions, which may not be fully clarified.

highlander2k5
Messages
10
Reaction score
0
I'm stuck on what to do here. The question reads Consider a population P(t) satisfying the logistic equation dP/dt = aP-bP^2, where B = aP is the time rate at which births occur and D = bP^2 is the rate at which deaths occer. If the intial population is P(0) = P_0 (supposed to be P sub not), and B_0 births per month and D_0 deaths per month are occurring at time t=0, show that the limiting population is M = (B_0*P_0)/D_0.

My question is am I setting this up right? Where do I go from my last spot to get it to look like M = (B_0*P_0)/D_0?

Here's what I got:
1) dP/dt=(aP-bP^2)P
2) dP/dt=(a-bP)P^2
3) integral((1/P^2)+bP)dp = integral(a)dt
4) ? Please Help ?
 
Physics news on Phys.org
highlander2k5 said:
I'm stuck on what to do here. The question reads Consider a population P(t) satisfying the logistic equation dP/dt = aP-bP^2, where B = aP is the time rate at which births occur and D = bP^2 is the rate at which deaths occer. If the intial population is P(0) = P_0 (supposed to be P sub not), and B_0 births per month and D_0 deaths per month are occurring at time t=0, show that the limiting population is M = (B_0*P_0)/D_0.

My question is am I setting this up right? Where do I go from my last spot to get it to look like M = (B_0*P_0)/D_0?

Here's what I got:
1) dP/dt=(aP-bP^2)P
Since you were told that dP/dt= (aP- bP^2) where did you get that additional P?

2) dP/dt=(a-bP)P^2
3) integral((1/P^2)+bP)dp = integral(a)dt
4) ? Please Help ?
I have no idea where you got (1/P^2 + bP)dP!

From dP/dt= (a-bP)P, you get dP/((a-bP)P)= dt and can integrate the left side using "partial fractions".
 
I think you are making it a little more complicated than it needs to be. If you take "limiting population" to mean "steady-state population", what condition does that place on the time derivative? Figuring this out will easily allow you to find M. Then to get the answer in the required form, you will need to figure out what a and b are in terms of P(0), B(0), and D(0).
 
highlander2k5 said:
I'm stuck on what to do here. The question reads Consider a population P(t) satisfying the logistic equation dP/dt = aP-bP^2, where B = aP is the time rate at which births occur and D = bP^2 is the rate at which deaths occer. If the intial population is P(0) = P_0 (supposed to be P sub not), and B_0 births per month and D_0 deaths per month are occurring at time t=0, show that the limiting population is M = (B_0*P_0)/D_0.

My question is am I setting this up right? Where do I go from my last spot to get it to look like M = (B_0*P_0)/D_0?

Here's what I got:
1) dP/dt=(aP-bP^2)P
2) dP/dt=(a-bP)P^2
3) integral((1/P^2)+bP)dp = integral(a)dt
4) ? Please Help ?

I am having the same problem (I have the same book, hoping bumping this will answer it). The error you had was you should START with dP/dt=aP-bP^2.

I started by separating the eqn into:
(1/aP-bP^2)dp=dt --> (1/(P(a-bP)))dP=dt
From there I tried partial fractions, but the answer seems way to complex.
Anyone know how to answer the initial question the other user typed?
 
I think I solved it. You don't integrate. M is known to be the limiting population, and you just need to prove B_o*P_o/D_o which if you substitute is (a/b)

Take P(a-bP) --> (b/b)(P(a-bP), which will can be simplified to bP(a/b-P)
If you compare to kP(M-P), they are equal. a/b is M, which is limiting capacity.
 

Similar threads

  • · Replies 2 ·
Replies
2
Views
6K
  • · Replies 3 ·
Replies
3
Views
3K
Replies
1
Views
2K
  • · Replies 6 ·
Replies
6
Views
2K
Replies
1
Views
3K
  • · Replies 7 ·
Replies
7
Views
2K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 8 ·
Replies
8
Views
9K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 8 ·
Replies
8
Views
4K