gradient system
A gradient system in is an autonomous![]()
ordinary differential equation
![]()
| (1) |
defined by the gradient![]()
of where and . The following results can be deduced from the definition of a gradient system.
Properties:
- •
The eigenvalues

of the linearization of (1) evaluated at equilibrium point are real.
- •
If is an isolated minimum of then is an asymptotically stable solution of (1)
- •
If is a solution of (1) that is not an equilibrium point then is a strictly decreasing function and is perpendicular

to the level curves of .
- •
There does not exists periodic solutions of (1).
References
- HSD Hirsch, W. Morris, Smale, Stephen, Devaney, L. Robert: Differential Equations, Dynamical Systems

& An Introduction to Chaos. Elsevier Academic Press, New York, 2004.