Lotka-Volterra model is the simplest model of predator-prey interactions. The model was developed independently by Lotka (1925) and Volterra (1926)
for the given equations,
F=density of prey
S=density of predators
a=intrinsic rate of prey population increase
b=efficiency of prey changing to predator
c=prediction rate coefficient
lamda=reproduction rate of predators per 1 prey eaten
k=predator mortality rate
It forms the basis of many models used today in the analysis of population dynamics. Unfortunately, in its original form Lotka-Volterra has some significant problems
• (Problem 2) Consider the second version of the Lotka-Volterra model: F(a – bF – cS)...
Consider the second version of the Lotka-Volterra model: dF F(a - 6F - cS) dt ds = S(-k + XF). dt (1) Explain the model; i.e. what are the terms in the equation signify? How is this model different from equations (1)? (2) Find the equilibrium point(s). (3) Linearize (2) about the equilibrium point(s). (4) Classify if the equilibrium points are stable or unstable. (5) Pick some values for a, b,c,k, X. Plot the solutions of the model and the...
(Problem 1) Given the Lotka-Voltera model: -) dF F(a-cs) dt ds S(-k + XF). dt (1) Linearize the model about the equilibrium point (F, S) = (0,0) using Taylor series.
Do part (1) and (3) • (Problem 1) Given the Lotka-Voltera model: = F(a-cs) dF dt ds dt = S(-k + \F). (1) Linearize the model about the equilibrium point (F, S) = (0,0) using Taylor series. Hint: see lecture notes. (2) Use the matlab code, lotkavolterra2.m to plot the solutions and the phase portrait. Choose some values for a, b, c, k, 1. (3) From the previous problem, increase the value of k. What does increasing the value of...
= • (Problem 4) Consider the following alternate predator-prey (Leslie) model: dF F(a – bF – cS) dt dS S S(-k +13). dt F Note that the prey model is the same as in the Lotka-Volterra model. However, the predators change in a different manner. Show that if there are many predators for each prey, then the predators cannot cope with the excessive competition for their prey and die off. On the other hand if there are many prey for...
Exercise 3, Section 9.5. Modified Lotka- Volterra Predator-Prey model Consider two species (rabbits and foxes) such that the population R (rabbits) and F (foxrs) obey the system of equations dR dt dF dt R2-R)-12RF . What happens to the population of rabbits if the number of foxes is arro? (Use the phase line analysis from Chapter 2) What happens to the population of foxes if the number of rabbits is zero? 3. Using the method of nullclines, draw an approximate...
1. Consider the Lotka-Volterra model for the interaction between a predator population (wolves W(t)) and a prey population (moose M(t)), À = aM - bmw W = -cW+dMW with the four constants all positive. (a) Explain the meaning of the terms. (b) Non-dimensionalize the equations in the form dx/dt = *(1 - y) and dy/dt = xy(x - 1). (c) Find the fixed points, linearize, classify their stability and draw a phase diagram for various initial conditions (again, using a...
5. Consider the nonlinear two dimensional Lotka-Volterra (predator-prey) system z'(t) = z(t)[2-2(t)-2y(t)l, y'(t) = y(t)12-y(t)--2(t)] (a) Find all critical points of this system, and at each determine whether or not the system is locally stable or unstable. (b) We proved in class, using the Bendixson-Dulac theorem, that this system has no periodic solution with trajectory in the first quadrant of the plane. Assuming this, use the Poincare-Bendixson theorem to prove that all trajectories (z(t),y(t)) of the system (2) with initial...
The figure below shows the Lotka-Volterra model of competition between two species. What is happening at point B? K,/α dN/dt = 0 B) dN/dt < 0 dN/dt> 0 A 0 K species 1 species 2 (a) N K2 dNz/dt = 0 N2 dNldt < 0 D dN /dt> 0 0 KIB (b) N Species 2 growth rate is negative O Species 2 growth rate is positive O Species 1 growth rate is positive O Species 1 growth rate is negative
5. Consider the nonlinear two dimensional Lotka-Volterra (predator-prey) system z'(t) = z(t)[2-2(t)-2y(t)l, y'(t) = y(t)12-y(t)--2(t)] (a) Find all critical points of this system, and at each determine whether or not the system is locally stable or unstable. (b) We proved in class, using the Bendixson-Dulac theorem, that this system has no periodic solution with trajectory in the first quadrant of the plane. Assuming this, use the Poincare-Bendixson theorem to prove that all trajectories (z(t),y(t)) of the system (2) with initial...
Problem 3. Consider the following continuous differential equation dx dt = αx − 2xy dy dt = 3xy − y 3a (5 pts): Find the steady states of the system. 3b (15 pts): Linearize the model about each of the fixed points and determine the type of stability. 3b (15 pts): Draw the phase portrait for this system, including nullclines, flow trajectories, and all fixed points. Problem 2 (25 pts): Two-dimensional linear ODEs For the following linear systems, identify the...