A special case of chaos: r = 4 |
|
|
When r = 4, the logistic map is ƒ(x) = 4x(1 - x),
xn+1 = 4xn(
1 - xn).
Under the variable transform: x = sin2πθ, (0 ≤ θ ≤ 1/2) the map becomes: sin2πθn +1 = 4sin2πθn(1 - sin2πθn) = sin22πθn, or θn +1 = g(θn) = {
|
|
|
This is a simple tent map, where dynamics is well-known. In particular, g has periodic points of any period in the interval [0,0.5],and its dynamics on it is chaotic. If we denote T(θ) = sin2πθ, then it is easy to show that |
|
|
ƒ = T o g o T -1
(topological conjugacy). Thus ƒ is chaotic on[0,1] |
|
|
Note: the complete definition of topological conjugacy is as follows:
Definition: Let X and Y be two subsets of the real line and let ƒ and g be functions, ƒ : X → X and g: Y → Y. Then ƒ and g are said to be topologically conjugate provided f and g are continuous, and there is a homeomorphism T: X → Y such that |
|
|
T o f(x) = g o T(x),
ƒ = T -1 o g o T
holds for all x X
|
|
| Note: A function T: X → Y is said to be a homeomorphism provided T is continuous, one-to-one and onto,and the inverse T -1 is also continuous. | |
What happens when r > 4? |
|
|
|
In this case, ƒ(x) > 1 for some values of x in the middle of the interval [0,1].
Suppose ƒ(x) > 1 when x K (refer to the graph).
Then for x K, ƒ(x) > 1, ƒ2(x) > 0, ••••
ƒn(x) → -∞ as n → ∞. It is easy to see that all the
preimages of K also escape to negative infinity.
Then what is the set S = {x: ƒn(x) -∞} ?
It is a set similar to the Cantor set: (1) It is totally disconnected. All points in S are separated from each other; (2) On the other hand, it contains no "isolated points". We call such a set a topological Cantor set. Hence, when r > 4, the invariant set of ƒ is a topological Cantor set. |
|
| Next Page | Next Page |
|
Course Home Page The logistic map, period-doubling to chaos |
|