Logistic Map
The logistic map has fixed points and . For , is stable; for , is stable.
Consider the discrete equation
This is called a discrete logistic equation, or the logistic map. We can compare this with the continuous logistic equation in Example 5.19.
[This is useful to model population dynamics when we consider births at discrete time intervals only.]
We are only interested in . We can sketch the graph of against .
From the graph, if , then stay within .
The fixed points satisfy . Hence, the fixed points are
However, be aware that the second fixed point only makes sense for (in order to be non-negative).
We can carry out perturbation analysis to determine their stability.
Therefore,
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For the fixed point at :
- stable if ,
- unstable if .
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For the fixed point at :
- stable if ,
- unstable if .
We can illustrate the behaviour of solutions using cobweb diagrams.
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Consider .
This shows that is a stable fixed point: solutions for any initial condition in will converge to .
Related
Stated in
- Example 5.22ยง5.5 Fixed Points in Discrete Equations
