dX/dt = eX - fXY
dY/dt = aY - bXY
( X & Y are fuctions of t )
At an equilibrium point (a/b , e/f), is there stability ?
To investigate the stability, we form the
Jacobian matrix. The Jacobian matrix of the system
dx/dt=f(x,y), dy/dt=g(x,y)
is
| ( | ¶f/¶x | ¶f/¶y | ) |
| ( | ¶g/¶x | ¶g/¶y | ) |
| ( | 0 | -af/b | ) |
| ( | -be/f | 0 | ) |
The Jacobian is a very useful trick for investigating stability
that you don't often find out about - effectively it's the same as
expanding the Taylor series about the point and then considering
the sign of the second term (to see if, when you push it away, it
keeps going away or comes back again), but it's a lot quicker and
neater.
The sign of the evalues of the Jacobian always determines the type
of equilibrium point. (Unfortunately I can't remember the others
(ie both roots positive etc) so I'll have to look it up at some
point.)