ODEs: Word problem involving (I think) phase lines

Click For Summary
SUMMARY

The discussion centers on solving the ordinary differential equation (ODE) dy/dt = -y(y-100)/50, which models the population dynamics of rats on a farm. The equilibrium points are identified at y=0 and y=100, with the goal of introducing a harvesting term H to ensure the population can be driven to zero. By modifying the equation to dy/dt = (y(y-100)/50) - H, the participants explore how to determine the minimum integer value of H that will make dy/dt < 0 for all positive y, thus ensuring eradication of the rat population.

PREREQUISITES
  • Understanding of autonomous ordinary differential equations (ODEs)
  • Knowledge of equilibrium points and their stability
  • Familiarity with phase line analysis
  • Basic concepts of population dynamics and harvesting models
NEXT STEPS
  • Study the stability of equilibrium points in ODEs
  • Learn about harvesting terms in population dynamics models
  • Explore graphical methods for analyzing ODE solutions
  • Investigate numerical methods for solving differential equations
USEFUL FOR

Students and researchers in mathematics, particularly those focusing on differential equations and population dynamics, as well as ecologists interested in modeling species management strategies.

malenkylizard
Messages
1
Reaction score
0

Homework Statement


If the population y of rats on a farm at time t (in weeks) satisfies:
dy/dt = -y(y-100)/50
then how many rats per week should be killed to eradicate the population?


Homework Equations


None known.


The Attempt at a Solution


The ODE dy/dt is autonomous, so I can use a phase line.
I found the equilibrium points to be at y=0 and y=100, and found that for the interval 0<y<100, solutions were increasing, and for both the intervals 100<y<%infinity, and -%infinity<y<0, solutions were decreasing, but the third interval is probably undefined, since a negative population is not feasible.

And now I'm lost. I don't know what to do after I've worked this out! Thanks in advance for your hints.
 
Physics news on Phys.org
We want to modify the population system by "harvesting" rats (as population dynamics people so delicately put it) in each "time step" so that the population y will be driven to zero for any initial population. As things stand now, y = 0 is an unstable equilibrium ( dy/dt > 0 ), repelling the population toward the stable equilibrium of y = 100 ( dy/dt > 0 for y < 100 , dy/dt < 0 for y > 100 ). So, after some time has passed, the farm should expect to have to cohabit with 100 rats.

We introduce a so-called "harvesting term" H which equals the number of rats per week we shall... okay, kill! The differential equation is now

\frac{dy}{dt} = \frac{y \cdot (y-100)}{50} - H .

If we graph this and pick some positive value like, say, H = 10 (exterminate 10 rats a week), we'll see that the equilibria have moved. The important thing is that now dy/dt < 0 at y = 0 , so this population level is now in an "attractive" region, instead of a "repelling" one. Unfortunately, there is still a stable (attracting) equilibrium at some positive y value. Unacceptable! What is the smallest value we can make H (remember, we have to keep an integer number of rats) so that dy/dt < 0 for any positive value of y . This will guarantee that for any initial rat population the farm has, the number of rats will ultimately fall to zero.
 

Similar threads

Replies
6
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
Replies
11
Views
4K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K