Path between fixed points in a logistic map

Click For Summary
SUMMARY

The discussion centers on the properties of fixed points in the logistic map defined by the equation f(x) = 4λx(1-x). It is established that for a 4-cycle, if 𝑥̅ is a fixed point of f4(x), then applying the function f2(𝑥̅) results in the nearest neighbor fixed point 𝑥̅'. This relationship is confirmed by the generalization that 𝑥̅' = f2n-1(𝑥̅) for n-cycles. The confusion arises from the assumption that all fixed points are equivalent, which overlooks the inherent structure of the cycle.

PREREQUISITES
  • Understanding of logistic maps and their equations
  • Knowledge of fixed points and periodicity in dynamical systems
  • Familiarity with the concept of n-cycles in mathematical functions
  • Basic grasp of iterative functions and their properties
NEXT STEPS
  • Study the properties of n-cycles in dynamical systems
  • Explore Lyapunov stability in relation to fixed points
  • Learn about bifurcation theory and its implications on logistic maps
  • Investigate chaos theory and its connection to logistic map behavior
USEFUL FOR

Mathematicians, physicists, and students studying chaos theory, dynamical systems, or mathematical modeling, particularly those interested in the behavior of logistic maps and their fixed points.

Decimal
Messages
73
Reaction score
7
Hello,

I have a question about period doubling and fixed points in the logistic map. Let's say I have a basic logistic map, ##f(x) = 4\lambda x(1-x)##. Let me then compare 1,2 and 4 iterations of this map on fixed points. I assume that ##\lambda## is large enough such that two period doublings have occurred, and a 4-cycle exists.

Now if ##\bar{x}## represents a fixed point for ##f^4(x)## (4 iterations of the map), then we have by definition, $$f(\bar{x}) = \bar{x}.$$ Obviously from this it follows that applying the function ##f^2(\bar{x})## twice should also take one back to point ##\bar{x}##, however this is where my confusion comes in. We are in a 4 cycle, so 4 different fixed points relative to $f^4$ exist. Let's call the fixed points closest to ##\bar{x}## (nearest neighbour) ##\bar{x}'##.

My lecture notes state that, ##f^2(\bar{x}) = \bar{x}'##. In other words, applying the map twice to a fixed point always takes one to the nearest neighbour. It is stated that this can also be extended to the general n-cycle case, where one would have, ##\bar{x}' = f^{2^{n-1}}(\bar{x})##.

I do not understand why these properties are true. There are 4 different fixed points, and I don't see why the path through these different points has to follow this form, since as I understand it all these points are practically equivalent. Why if I apply ##f^2## can't I go to a different point further away?

I suppose there is some connection between the nearest neighbours ##\bar{x}## and ##\bar{x}'##, but I am just not seeing it. Any help would be greatly appreciated!
 
Last edited by a moderator:
Physics news on Phys.org
Decimal said:
Hello,

I have a question about period doubling and fixed points in the logistic map. Let's say I have a basic logistic map, ##f(x) = 4\lambda x(1-x)##. Let me then compare 1,2 and 4 iterations of this map on fixed points. I assume that ##\lambda## is large enough such that two period doublings have occurred, and a 4-cycle exists.

Now if ##\bar{x}## represents a fixed point for ##f^4(x)## (4 iterations of the map), then we have by definition, $$f(\bar{x}) = \bar{x}.$$
Wouldn't ##\bar x## be a fixed point for ##f^4##? If ##\bar x## is a fixed point for ##f^4##, then it should be the case that ##f^4(\bar x) = \bar x##.
Decimal said:
Obviously from this it follows that applying the function ##f^2(\bar{x})## twice should also take one back to point ##\bar{x}##, however this is where my confusion comes in. We are in a 4 cycle, so 4 different fixed points relative to $f^4$ exist. Let's call the fixed points closest to ##\bar{x}## (nearest neighbour) ##\bar{x}'##.

My lecture notes state that, ##f^2(\bar{x}) = \bar{x}'##. In other words, applying the map twice to a fixed point always takes one to the nearest neighbour. It is stated that this can also be extended to the general n-cycle case, where one would have, ##\bar{x}' = f^{2^{n-1}}(\bar{x})##.

I do not understand why these properties are true. There are 4 different fixed points, and I don't see why the path through these different points has to follow this form, since as I understand it all these points are practically equivalent. Why if I apply ##f^2## can't I go to a different point further away?

I suppose there is some connection between the nearest neighbours ##\bar{x}## and ##\bar{x}'##, but I am just not seeing it. Any help would be greatly appreciated!
 

Similar threads

  • · Replies 22 ·
Replies
22
Views
3K
  • · Replies 20 ·
Replies
20
Views
3K
  • · Replies 6 ·
Replies
6
Views
4K
  • · Replies 12 ·
Replies
12
Views
2K
  • · Replies 1 ·
Replies
1
Views
1K
  • · Replies 8 ·
Replies
8
Views
2K
  • · Replies 9 ·
Replies
9
Views
3K
  • · Replies 53 ·
2
Replies
53
Views
7K
  • · Replies 16 ·
Replies
16
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K