What Are the Physical Meanings of the Parameters in the Lotka-Volterra Model?

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In summary, the book gives different ODE's for the Lotka-Volterra model than the websites. The book's ODE's are (dx/dt = (a-bx-cy))x, where x represents the number of rabbits and y represents the number of foxes.
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sapiental
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Hello,

I have to write a program for the Lotka-Volterra model. When I researched this model online most websites gave me the following ODE's:

dx/dt = a*x - b*x*y
dy/dt = e*b*x*y - c*y

However, my book gives me the following ODE's:

dx/dt = (a - bx - cy)x
dy/dt = (-d+ex)y

and states that x reperesents the number of hares and y represents the number of foxes..

is there anyway some could help me describe the physical meaning of the parameters my book gave me?

I think...

a = the coefficent for the increase in the rabbit population due to resources
b = the natural death rate of rabbit not due to predators
c = the coefficent for the chance that the predator and prey will meet and the prey gets eaten
d = the natural death rate of predators without food
e = chance predator and prey will meet and prey gets eaten


please let me know what you think. thanks alot!
 
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  • #2
Are you sure you've copied it down from your book correctly, as i can't see the need for the term in x^2 in your dx/dt equation
 
  • #3
yep, I copied it correctly. That's exactly what threw me completely off as well..

here is the actual question:

Write a program using adaptive Runge-Kutta to compute the trajectory (x(t),y(t)) for a variety of initial conditions using:

a = 10
b = 10^-5
c =.1
d = 10
e = .1

Take x(0) > 0, y(0) > 0 since the number of animals should be positive..

It seems that the regular L-V model has 4 parameters where as the one in my book adds a 5th one..
 
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  • #4
My *guess* is that its a typo in your book, and the x shouldn't be there after the b in the dx/dt eqn.

This makes sense, if the variables are defined as you have written them, since it says that the rate of change of prey is equal to the natural increase of the prey (a*x) minus the natural rate of death of the prey (b*x) minus the rate that the prey gets eaten by the predator (c*x*y).

Anyway, like I said, it's just a guess!
 
  • #5
thanks a lot for all your input
 

FAQ: What Are the Physical Meanings of the Parameters in the Lotka-Volterra Model?

What is the Lotka-Volterra model?

The Lotka-Volterra model, also known as the predator-prey model, is a mathematical model that describes the population dynamics of two interacting species. It was developed by Alfred Lotka and Vito Volterra in the early 1900s.

How does the Lotka-Volterra model work?

The model uses a set of differential equations to describe the changes in the population size of the predator and prey species over time. The equations take into account factors such as birth and death rates, competition, and predation.

What is the significance of the Lotka-Volterra model?

The Lotka-Volterra model is significant because it provides a simple yet powerful tool for understanding the dynamics of predator-prey interactions. It has been used in various fields, including ecology, epidemiology, and economics, to study the relationship between two species.

What are the assumptions of the Lotka-Volterra model?

The model assumes that the population growth rates of both species are dependent on the size of their respective populations. It also assumes that the predator and prey interact in a closed system, meaning there are no external influences or factors affecting their populations.

Can the Lotka-Volterra model be applied to real-world situations?

Yes, the model has been applied to various real-world scenarios, such as the relationship between wolves and moose in Yellowstone National Park and the spread of infectious diseases in a population. However, it should be noted that the model is a simplified representation of complex ecological systems and may not always accurately predict real-world outcomes.

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