Problem 1: Coupled Nonlinear Differential Equations in Predator-Prey Model A predator-prey system is modeled by the following set of coupled nonlinear differential equations, where x(t) is the prey population and y(t)is the predator population at time t: \frac{dx}{dt} = x(1 - 0.1x) - 0.02xy \frac{dy}{dt} = -y(1 - 0.02x) The initial populations are given in the table below: Initial Condition Prey Population x(0)x(0)x(0) Predator Population y(0)y(0)y(0) Condition 1 40 9 Condition 2 60 12 Condition 3 50 10 Solve the coupled nonlinear system for each set of initial conditions. Use numerical methods to compute the populations of prey and predators over time, say for t∈[0,50]t \in [0, 50]t∈[0,50]. Plot the phase portrait of the system for the three different initial conditions. Interpret the behavior of the predator-prey dynamics, particularly focusing on the presence of limit cycles or extinction events.

Advanced Engineering Mathematics
10th Edition
ISBN:9780470458365
Author:Erwin Kreyszig
Publisher:Erwin Kreyszig
Chapter2: Second-order Linear Odes
Section: Chapter Questions
Problem 1RQ
icon
Related questions
Question

Problem 1: Coupled Nonlinear Differential Equations in Predator-Prey Model

A predator-prey system is modeled by the following set of coupled nonlinear differential equations, where x(t) is the prey population and y(t)is the predator population at time t:

\frac{dx}{dt} = x(1 - 0.1x) - 0.02xy

\frac{dy}{dt} = -y(1 - 0.02x)

The initial populations are given in the table below:

Initial Condition Prey Population x(0)x(0)x(0) Predator Population y(0)y(0)y(0)
Condition 1 40 9
Condition 2 60 12
Condition 3 50 10
  1. Solve the coupled nonlinear system for each set of initial conditions. Use numerical methods to compute the populations of prey and predators over time, say for t∈[0,50]t \in [0, 50]t∈[0,50].

  2. Plot the phase portrait of the system for the three different initial conditions.

  3. Interpret the behavior of the predator-prey dynamics, particularly focusing on the presence of limit cycles or extinction events.

Expert Solution
steps

Step by step

Solved in 2 steps

Blurred answer
Recommended textbooks for you
Advanced Engineering Mathematics
Advanced Engineering Mathematics
Advanced Math
ISBN:
9780470458365
Author:
Erwin Kreyszig
Publisher:
Wiley, John & Sons, Incorporated
Numerical Methods for Engineers
Numerical Methods for Engineers
Advanced Math
ISBN:
9780073397924
Author:
Steven C. Chapra Dr., Raymond P. Canale
Publisher:
McGraw-Hill Education
Introductory Mathematics for Engineering Applicat…
Introductory Mathematics for Engineering Applicat…
Advanced Math
ISBN:
9781118141809
Author:
Nathan Klingbeil
Publisher:
WILEY
Mathematics For Machine Technology
Mathematics For Machine Technology
Advanced Math
ISBN:
9781337798310
Author:
Peterson, John.
Publisher:
Cengage Learning,
Basic Technical Mathematics
Basic Technical Mathematics
Advanced Math
ISBN:
9780134437705
Author:
Washington
Publisher:
PEARSON
Topology
Topology
Advanced Math
ISBN:
9780134689517
Author:
Munkres, James R.
Publisher:
Pearson,