Math 2.0

Dynamical systems and ergodic theory Definition

Cobweb plot

Builds on Iterated functionFixed point

Definition

Let I⊆ℝI \subseteq \R be an interval, let f ⁣:I→If \colon I \to I be a map, and let x0∈Ix_0 \in I. Let xn=fn(x0)x_n = f^n(x_0) for n≥0n \ge 0, where fnf^n is the nn-th iterate of ff, so that xn+1=f(xn)x_{n+1} = f(x_n). Consider the points P2n=(xn,xn)P_{2n} = (x_n, x_n) and P2n+1=(xn,xn+1)P_{2n+1} = (x_n, x_{n+1}) for n≥0n \ge 0. The cobweb plot of the orbit of x0x_0 is the polygonal path P0P1P2⋯P_0 P_1 P_2 \cdots. It is drawn together with the graph of ff and the diagonal {(x,x):x∈I}\set{(x, x) : x \in I}.

Remarks

The points (xn,xn+1)(x_n, x_{n+1}) lie on the graph of ff and the points (xn,xn)(x_n, x_n) lie on the diagonal. So the path alternates vertical segments to the graph and horizontal segments to the diagonal. A fixed point pp of ff is a point where the graph meets the diagonal, and the path starting at x0=px_0 = p stays at (p,p)(p, p).

Example: let f(x)=x/2+1f(x) = x/2 + 1 on ℝ\R and x0=0x_0 = 0. The orbit is 0,1,3/2,7/4,…0, 1, 3/2, 7/4, \dots, with xn=2−21−nx_n = 2 - 2^{1-n} for n≥0n \ge 0. The cobweb path goes from (0,0)(0, 0) up to (0,1)(0, 1), across to (1,1)(1, 1), up to (1,3/2)(1, 3/2), and so on, a staircase that climbs to the fixed point (2,2)(2, 2).

Non-example: the plot of the points (n,xn)(n, x_n) against the time nn is a time series plot. It is not a cobweb plot, because it does not use the graph of ff and the diagonal.

Reading path

To understand this page from the ground up, read these 3 pages in order. The foundations come first.

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  1. Fixed point concept
  2. Iterated function concept
  3. Cobweb plot definition

Further reading

  1. Web https://en.wikipedia.org/wiki/Cobweb_plot
About this page
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URIm2://9GWGW4YRD9
Kinddefinition
WritingW0 stub
MSC37E05, 26A18, 37M99
DefinesCobweb plot
UsesIterated function, Fixed point

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