Solving the Predator-Prey Model: Foxes & Rabbits

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SUMMARY

The discussion centers on the Predator-Prey Model, specifically the population dynamics of foxes and rabbits represented by the difference equations xn = xn-1 + 0.03xn-1 - 0.001xn-1yn-1 and yn = yn-1 - 0.02yn-1 + 0.005xn-1yn-1. Here, x denotes the rabbit population (prey) and y denotes the fox population (predator). The fixed points of the model indicate population stability, where xn = xn-1 and yn = yn-1, suggesting that the populations do not oscillate over time.

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  • Understanding of difference equations
  • Familiarity with population dynamics concepts
  • Knowledge of fixed points in mathematical models
  • Basic grasp of ecological interactions between predators and prey
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  • Study the derivation of fixed points in difference equations
  • Explore the Lotka-Volterra equations for predator-prey dynamics
  • Learn about stability analysis in ecological models
  • Investigate numerical methods for simulating population models
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Homework Statement



The difference equations below model the yearly populations of foxes and rabbits, measured in tousands. The foxes kill the rabbits for food.

xn = xn-1+0.03xn-1-0.001xn-1yn-1
yn = yn-1-0.02yn-1+0.005xn-1yn-1

1. Which population does x represent and which population does y represent? Give a reason for your answer.

2. Find the fixed points of this model.


The Attempt at a Solution



1. I believe "x" represents the population of rabbits (the prey) and "y" represents fox (predator). I know that xn decreases by 0.001xn-1yn-1 whereas yn increases by 0.005xn-1yn-1. But I don't know how to explain this in a proper way... :rolleyes:

2. I appreciate it if someone can show me what needs to be done for this question.
 
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Think what does xn-1yn-1 represent?
 
Borek said:
Think what does xn-1yn-1 represent?

I think maybe it's the rate at which the predators and the prey meet, since "x" is the population of prey (rabbits) then it decreases by the xn-1yn-1. :confused: Does this make sense?

And for part 2, how do we find the fixed points of this model?
 
roam said:
I think maybe it's the rate at which the predators and the prey meet

Good - now, which population does grow and which goes down in effect of such meetings? Sign of the coefficient will help you decide what is what (could be it will just confirm your earlier idea, I have not bothered with checking if you are right or wrong, just tried to show how to analyze the equation to get to the answer).

And for part 2, how do we find the fixed points of this model?

Not sure what they mean by fixed points - probably that the populations are stable (not oscillating). That means xn=xn-1...

Funny thing, I wrote a paper about this model for Polish monthly computer magazine Bajtek, back in late eighties or early nineties :smile: Copy must be less than 10 feet from me, but I have no idea where.
 

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