In the study of
dynamical system
In mathematics, a dynamical system is a system in which a function describes the time dependence of a point in an ambient space. Examples include the mathematical models that describe the swinging of a clock pendulum, the flow of water i ...
s, a hyperbolic equilibrium point or hyperbolic fixed point is a
fixed point that does not have any
center manifolds. Near a
hyperbolic point the orbits of a two-dimensional,
non-dissipative system resemble hyperbolas. This fails to hold in general.
Strogatz notes that "hyperbolic is an unfortunate name—it sounds like it should mean '
saddle point'—but it has become standard." Several properties hold about a neighborhood of a hyperbolic point, notably
* A
stable manifold and an unstable manifold exist,
*
Shadowing
Shadowing may refer to:
* Shadow fading in wireless communication, caused by obstacles
* File shadowing, to provide an exact copy of or to mirror a set of data
* Job shadowing, learning tasks by first-hand observation of daily behavior
* Project ...
occurs,
* The dynamics on the invariant set can be represented via
symbolic dynamics,
* A natural measure can be defined,
* The system is
structurally stable
In mathematics, structural stability is a fundamental property of a dynamical system which means that the qualitative behavior of the trajectories is unaffected by small perturbations (to be exact ''C''1-small perturbations).
Examples of such q ...
.
Maps
If
is a ''C''
1 map and ''p'' is a
fixed point then ''p'' is said to be a hyperbolic fixed point when the
Jacobian matrix has no
eigenvalues on the
unit circle
In mathematics, a unit circle is a circle of unit radius—that is, a radius of 1. Frequently, especially in trigonometry, the unit circle is the circle of radius 1 centered at the origin (0, 0) in the Cartesian coordinate system in the Eucli ...
.
One example of a
map whose only fixed point is hyperbolic is
Arnold's cat map
In mathematics, Arnold's cat map is a chaotic map from the torus into itself, named after Vladimir Arnold, who demonstrated its effects in the 1960s using an image of a cat, hence the name.
Thinking of the torus \mathbb^2 as the quotient space ...
:
:
Since the eigenvalues are given by
:
:
We know that the Lyapunov exponents are:
:
:
Therefore it is a saddle point.
Flows
Let
be a ''C''
1 vector field with a critical point ''p'', i.e., ''F''(''p'') = 0, and let ''J'' denote the
Jacobian matrix of ''F'' at ''p''. If the matrix ''J'' has no eigenvalues with zero real parts then ''p'' is called hyperbolic. Hyperbolic fixed points may also be called hyperbolic critical points or elementary critical points.
The
Hartman–Grobman theorem In mathematics, in the study of dynamical systems, the Hartman–Grobman theorem or linearisation theorem is a theorem about the local behaviour of dynamical systems in the neighbourhood of a hyperbolic equilibrium point. It asserts that linearis ...
states that the orbit structure of a dynamical system in a
neighbourhood
A neighbourhood (British English, Irish English, Australian English and Canadian English) or neighborhood (American English; American and British English spelling differences, see spelling differences) is a geographically localised community ...
of a hyperbolic equilibrium point is
topologically equivalent to the orbit structure of the
linearized dynamical system.
Example
Consider the nonlinear system
:
(0, 0) is the only equilibrium point. The linearization at the equilibrium is
:
The eigenvalues of this matrix are
. For all values of ''α'' ≠ 0, the eigenvalues have non-zero real part. Thus, this equilibrium point is a hyperbolic equilibrium point. The linearized system will behave similar to the non-linear system near (0, 0). When ''α'' = 0, the system has a nonhyperbolic equilibrium at (0, 0).
Comments
In the case of an infinite dimensional system—for example systems involving a time delay—the notion of the "hyperbolic part of the spectrum" refers to the above property.
See also
*
Anosov flow
*
Hyperbolic set
*
Normally hyperbolic invariant manifold
Notes
References
* {{Scholarpedia, title=Equilibrium, urlname=Equilibrium, curator=Eugene M. Izhikevich
Limit sets
Stability theory