Mathematical modelling question on predator-prey models

In summary, the conversation discusses a logistic prey-predator model with prey logistic growth, where the equations for prey and predator populations are given. The equilibrium points and stability of these points are also discussed, with specific attention given to the conditions a > be/f and a < be/f. The stability of the equilibrium points can be represented on a phase diagram using arrows and different symbols to show the direction of movement and the different equilibrium points.
  • #1
scooby_r
2
0
logistic prey-predator model with prey logistic growth

dx/dt= ax - bx^2 -cy
dy/dt= -ey + fxy

ax = growth rate of prey in the absence of predation
-cxy = the death rate per encounter due to predation
-cy = the natural death rate of predators in the absence of prey
fxy = is the prey's contribution to the predator's growth rate


F(x,y) = X (a-bx-cy)=0
G(x,y) = Y (-e+fx)=0


Equilibrium points and stability
E1 (0,0)
λ1 > 0, λ2 > 0


E2 (a/b,0)
λ1 < 0 & λ2 > 0, if fa/b > e (saddle)
λ1 < 0 & λ2 < 0, if fa/b < e (asymptotically stable node)


E3 [e/f, 1/c(a-be/f) ]
For 1/c(a-be/f) to be +ve , a > be/f exists positively
For a < be/f , then 1/c(a-be/f) doesn't exist

λ = α+iβ
α < 0 , β > 0
E3 can be a stable node or a stable focus.

Hi guys i need help on representing my stability of my equilibrium points on a phase diagram especially for the condition a > be/f and a < be/f to show the prey coexist and predator extinction as i would be using it for my condition. Hope to hear from you guys..thanks!
 
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  • #2


Hello!

To represent the stability of your equilibrium points on a phase diagram, you can use arrows to show the direction of movement for the prey and predator populations. You can also use different colors or symbols to represent the different equilibrium points. For example, you can use a green arrow to show that the populations are increasing and a red arrow to show that they are decreasing. You can also use a green circle to represent a stable equilibrium point and a red circle to represent an unstable equilibrium point.

For the condition a > be/f, where the prey coexists and the predator goes extinct, you would have a stable equilibrium point at E2 (a/b,0) and an unstable equilibrium point at E3 (e/f, 1/c(a-be/f)). The arrows on the phase diagram would show that the prey population is increasing towards E2 and the predator population is decreasing towards extinction. You can also label the equilibrium points on the phase diagram to make it clear which equilibrium point represents which scenario.

For the condition a < be/f, there would be no stable equilibrium point and the phase diagram would show that both the prey and predator populations are decreasing towards extinction. This would be represented by arrows pointing towards the origin (0,0). You can also label this scenario on the phase diagram to make it clear that both populations are going extinct.

I hope this helps! Let me know if you have any further questions or need clarification. Good luck with your research!
 

Related to Mathematical modelling question on predator-prey models

1. What is a predator-prey model?

A predator-prey model is a mathematical representation of the relationship between two species, where one species (the predator) hunts and feeds on the other species (the prey). It is used to study the dynamics of this interaction and how it affects the population sizes of both species over time.

2. How is a predator-prey model created?

A predator-prey model is created using a system of differential equations that describe the rate of change of the predator and prey populations over time. These equations take into account factors such as birth and death rates, predation rates, and competition for resources.

3. What are the limitations of predator-prey models?

One limitation of predator-prey models is that they are simplified representations of complex ecosystems. They do not take into account all of the factors that may affect the population sizes of the predator and prey, such as environmental changes or the presence of other species. Additionally, these models assume that the populations of both species are constantly interacting, which may not always be the case in the real world.

4. How are predator-prey models used in real life?

Predator-prey models are used in a variety of fields, including ecology, biology, and economics. They can help researchers understand the dynamics of predator-prey relationships and make predictions about the future population sizes of both species. These models can also be used to study the effects of human activities, such as hunting and fishing, on predator and prey populations.

5. Can predator-prey models be applied to other systems?

Yes, the principles of predator-prey models can be applied to other systems beyond just predator and prey relationships. They can be used to study other types of interactions between species, such as parasite-host relationships, as well as non-biological systems, such as economics or finance. The basic framework of these models can be adapted to fit different scenarios and provide insights into various complex systems.

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