Stability of Equilibrium solutions to ODE

In summary, the conversation discusses finding the equilibrium solutions and determining their stability for the given ODE. The three equilibrium solutions are y= 1, y= 3, and y= 5, and their stability can be determined by looking at the sign of y' in each interval. The conversation also suggests drawing a slope field graphically to better understand the behavior of the derivative.
  • #1
depre87
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Homework Statement


y'=(1-y)(3-y)(5-t)


Homework Equations


find equilibrium solutions of ODE and determine their stability


The Attempt at a Solution


equilibrium solutions are y = 1 and y = 3, I'm not sure how to determine their stability without some form of a slope field, is it possible to do so without one if so how? thanks!
 
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  • #2
There are three equilibrium solutions: y= 1, y= 3, and y= 5 because dy/dx is 0 at each of those three.

And you can determine stability just by looking at the sign of y' in each interval. I am going to write this as dy/dx= (-1)(x- 1)(x- 3)(x- 5) to get all factor in the form "x- a". If y< 1, all three of y-1, y- 3, and y- 5 will be negative. The product of four negative numbers (including (-1)) is positive which means that dy/dx= (-1)(y- 1)(y- 3)(y- 5) will be positive. Positive derivative means y is increasing toward from y= 1. If y is beween 1 and 3, y-1 is now positive while y- 3 and y- 5 are still negative. dy/dx is now the product of one positive and three negative numbers and so is now negative. That means y is decreasing- toward from y= 1, away from y= 3. For y between 3 and 5, both y-1 and y- 3 are positive, now y- 5 is negative so dy/dx is the product of two positive and two negative numbers and is positive. That means...
 
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  • #3
Got a t in there Hall.

May I suggest a non-standard approach which I think would be helpful? Ok, draw it first, then interpret the slop field algebraically. You can draw the slope field easily by converting it to a coupled system:

[tex]\frac{dt}{dt}=1[/tex]

[tex]\frac{dy}{dt}=(1-y)(3-y)(5-t)[/tex]

Now just do a StreamPlot in Mathematica:

StreamPlot[{1,(1-y)(3-y)(5-t)j},{t,0,10},{y,-10,10}]

Note what's happening around t=5. The derivative can change from positive to negative without y doing so.
 

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FAQ: Stability of Equilibrium solutions to ODE

What is the definition of stability in the context of equilibrium solutions to ODEs?

In the context of ODEs, stability refers to the behavior of solutions to the equations over time. A stable equilibrium solution is one in which small perturbations to the initial conditions do not significantly alter the long-term behavior of the system. In other words, the solution remains close to the equilibrium point even after small disturbances.

How is stability of equilibrium solutions determined?

The stability of equilibrium solutions can be determined through a stability analysis, which involves examining the behavior of solutions near the equilibrium point. This can be done analytically using techniques such as linearization or Lyapunov stability, or numerically through simulations.

What are the different types of stability for equilibrium solutions?

There are three main types of stability for equilibrium solutions to ODEs: asymptotic stability, which means the solutions approach the equilibrium point as time goes to infinity; stable, which means the solutions remain close to the equilibrium point but may not necessarily converge to it; and unstable, which means the solutions diverge away from the equilibrium point.

Can an equilibrium solution be both stable and unstable?

No, an equilibrium solution cannot be both stable and unstable. It can only be one or the other. However, it is possible for a system to have multiple equilibrium solutions, some of which may be stable and others unstable.

How does the stability of equilibrium solutions affect the behavior of a system?

The stability of equilibrium solutions is a crucial factor in determining the long-term behavior of a system. A stable equilibrium solution indicates that the system will eventually settle into a steady state, while an unstable equilibrium solution suggests that the system will exhibit chaotic or oscillatory behavior. This information is important for understanding and predicting the behavior of physical, biological, and other systems described by ODEs.

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