Math 2.0

Dynamical systems and ergodic theory Definition

Discrete-time dynamical system

Builds on Dynamical systemIterated functionFunctionInverse function

Definition

Let XX be a set and let f ⁣:X→Xf \colon X \to X be a map. The discrete-time dynamical system generated by ff is the pair (X,f)(X, f), viewed as the dynamical system Φ ⁣:ℕ×X→X\Phi \colon \N \times X \to X with Φ(n,x)=fn(x)\Phi(n, x) = f^n(x). Here fnf^n is the nn-th iterate of ff, with f0=id⁡Xf^0 = \id_X. If ff is a bijection, the system is invertible, and Φ(n,x)=fn(x)\Phi(n, x) = f^n(x) is defined for all n∈ℤn \in \Z. Here f−nf^{-n} is the nn-th iterate of the inverse map f−1f^{-1}.

Remarks

The forward orbit of xx is the sequence x,f(x),f2(x),…x, f(x), f^2(x), \dots. Every dynamical system with time ℕ\N arises in this way, with f=Φ(1,⋅)f = \Phi(1, \cdot), since clause 2 of the definition of a dynamical system forces Φ(n,⋅)=fn\Phi(n, \cdot) = f^n.

Example: X=ℝX = \R and f(x)=3xf(x) = 3x. Then Φ(n,x)=3nx\Phi(n, x) = 3^n x, and since ff is a bijection the system is invertible with Φ(−n,x)=3−nx\Phi(-n, x) = 3^{-n} x.

Non-example of an invertible system: f(x)=x2f(x) = x^2 on ℝ\R generates a discrete-time system, but it is not invertible, because f(−1)=f(1)f(-1) = f(1).

Usually XX is a topological space and ff is continuous, or XX is a measure space and ff is measurable.

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  1. Dynamical system concept
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Further reading

  1. Web https://en.wikipedia.org/wiki/Dynamical_system
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WritingW0 stub
MSC37B02, 37C05, 37-01
DefinesDiscrete-time dynamical system
UsesDynamical system, Iterated function, Function, Inverse function

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