Dfq Prob, using Logisitc Equation

  • Context: Undergrad 
  • Thread starter Thread starter Naeem
  • Start date Start date
Click For Summary
SUMMARY

The discussion focuses on modeling the population growth of fruit flies using the logistic equation. Starting with 100 fruit flies and a maximum population of 10,000, the equation dP/dt = kP(1 - P/Pmax) is utilized to derive the population size P as a function of time t. The calculations reveal that after 3 days, the population size is 0, indicating that the population reaches its maximum and subsequently declines due to resource limitations. This outcome highlights the importance of understanding logistic growth dynamics in population studies.

PREREQUISITES
  • Understanding of logistic growth models
  • Familiarity with differential equations
  • Knowledge of integration techniques, including partial fractions
  • Basic grasp of population dynamics and carrying capacity
NEXT STEPS
  • Study the derivation and applications of the logistic equation in population biology
  • Learn about the implications of carrying capacity in ecological models
  • Explore the use of differential equations in modeling real-world phenomena
  • Investigate the effects of resource limitations on population dynamics
USEFUL FOR

This discussion is beneficial for mathematicians, biologists, ecologists, and anyone interested in population modeling and dynamics using mathematical equations.

Naeem
Messages
193
Reaction score
0
Q. Develop the model of the logisitic equation and use it to solve the following. At first there are 100 fruit flies. After one day there are 200 fruit flies.The maximum population is 10,000 fruit flies.

a) Determine the population size P as a function of days t.

We know,

P(0) = 100

P(1) = 200

P max = 10,000

Logisitc equation:

dP/dt = kP ( 1-P/Pmax)

Integrating both sides:

Integral ( dP/P(1-P/m) = Integral kdt

Using Partial fractions, we get:

PMax - P^2 = Ce^kt

Therefore,

C = PM - P^2 / e^kt

P(t) = Ce^kt / Pmax - P

Is this correct,

b. How many flies are present after 3 days?

For, this we can find C, using the initial condition: P(0) = 100

To find k, we can use P(1) = 200, and Pmax = 10,000

After finding all this,

We can do, P(3) = Ce^kt / Pmax - P

Any suggestions / ideas, Please help
 
Physics news on Phys.org
Please note, that M , in the previous parts, is actually referring to Pmax
 
.

Yes, your approach is correct. To find the value of C, we can use the initial condition P(0) = 100:

C = PM - P^2 / e^kt
C = 10,000 - 100^2 / e^k(0)
C = 10,000 - 10,000 / 1
C = 0

Now, we can substitute the values of C, k, and Pmax into the equation we derived earlier to find the population size after 3 days:

P(3) = Ce^kt / Pmax - P
P(3) = 0 * e^k(3) / 10,000 - 0
P(3) = 0 / 10,000
P(3) = 0

Therefore, after 3 days, there are no fruit flies present. This is because the population reaches its maximum size of 10,000 and then starts to decline due to limited resources and competition. This can also be seen in the graph of the logistic equation, where the population initially grows rapidly, reaches a peak, and then starts to decline.
 

Similar threads

  • · Replies 2 ·
Replies
2
Views
3K
  • · Replies 2 ·
Replies
2
Views
6K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 3 ·
Replies
3
Views
4K
  • · Replies 8 ·
Replies
8
Views
5K
  • · Replies 7 ·
Replies
7
Views
3K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 105 ·
4
Replies
105
Views
8K
  • · Replies 3 ·
Replies
3
Views
2K