Chaos Theory: Periodic Points

In summary, to find periodic points of a given function, one can look at intersections of the function with the identity function or calculate intersections of f^n(x)=id(x). A good example to understand this concept is the tent map T_2(x), which has exactly 2^n periodic points of period n on the unit interval.
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Questioneer
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Homework Statement



How do I find periodic points of a given function? I'm looking at discrete cases only (iterations of the function).


Homework Equations



A point is defined to be a periodic point of period n if f^n(x)=x, where f^n(x) is defined recursively as f(f^n-1(x)). [If this is not clear, Wolfram has a great description of fixed points, which is highly connected to this discussion].

The Attempt at a Solution



You can always look at intersections of f(x)=id(x) <-- the identity function to find the fixed points. The easiest way to find periodic points is to find intersections of f^2(x)=id(x) for all of period 2. obviously, I can't graph f^n(x)=id(x) and calculate an intersection.

As a good example to see where this comes from, Devaney pg. 38 #3

Sketch the graph of the tent map

T_2(x)={ 2x 0<=x<=1/2
{ 2-2x 1/2<=x<=1

on the unit interval. Use the graph of (T_2)^n(x) to conclude that T_2 has exactly 2^n periodic points of period n.

Thanks in advance.
 
Physics news on Phys.org

1. What is chaos theory?

Chaos theory is a branch of mathematics that studies the behavior of dynamic systems that are highly sensitive to initial conditions. It deals with complex and unpredictable systems that are affected by small changes in their initial conditions.

2. What are periodic points in chaos theory?

Periodic points in chaos theory are points in a dynamic system that repeat themselves after a certain number of iterations. These points have a stable and predictable behavior and are essential in understanding the overall behavior of the system.

3. How do periodic points affect the behavior of a system?

Periodic points play a crucial role in determining the long-term behavior of a chaotic system. They define the boundaries of the system's attractors, which are the stable states that the system tends to settle into. The number and location of periodic points also affect the overall complexity and unpredictability of the system.

4. Can periodic points be calculated or predicted?

Yes, periodic points can be calculated or predicted using mathematical equations and computational methods. However, this can be a complex and time-consuming process, especially for systems with higher dimensions and more variables.

5. What real-world applications does chaos theory and periodic points have?

Chaos theory and periodic points have many real-world applications, such as weather forecasting, stock market analysis, and population dynamics. They are also used in various fields like physics, biology, economics, and engineering to model and understand complex systems.

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