The Lyapunov exponent of the fully chaotic logistic map equals ln 2
Statement
At , the logistic map has Lyapunov exponent for Lebesgue-almost every initial condition .
Why is it true?
The map at r = 4 looks nothing like a simple doubling map at first glance, but a clever change of variables (a smooth conjugacy) turns it into exactly the doubling map, whose stretching rate is obviously 2 at every point — the extra distortion introduced by the change of variables averages out to nothing over long times.
Proof sketch
Step 1 (the conjugacy). Substitute . Using the double-angle identity, . If we also set for the doubling map , then matches exactly the right-hand side above, so with : the logistic map at r = 4 is smoothly conjugate to the doubling map.
Step 2 (Lyapunov exponent of the doubling map). The doubling map is piecewise linear with everywhere it is differentiable, so along every orbit exactly, for every — the limit is trivially .
Step 3 (transporting the exponent through the conjugacy). Differentiating by the chain rule gives , i.e. at . Summing this identity along an orbit and dividing by , the middle terms telescope: .
Step 4 (the boundary term vanishes). Since is bounded (its magnitude never exceeds ), the bracketed term stays bounded as for any orbit that avoids the countably many zeros of — a set of Lebesgue measure zero. Dividing a bounded quantity by sends it to , so the Lyapunov exponent of the logistic map at r = 4 equals for almost every initial condition.
Topics that use this theorem
Step-by-step proofs
No step-by-step proof yet for this theorem.
References
- Steven H. Strogatz (2015). Nonlinear Dynamics and Chaos: With Applications to Physics, Biology, Chemistry, and Engineering
- Edward N. Lorenz (1963). Deterministic Nonperiodic Flow
- Robert M. May (1976). Simple mathematical models with very complicated dynamics
- Warwick Tucker (2002). A Rigorous ODE Solver and Smale's 14th Problem