The Ring

White Ball
Black Ball
Marker (flips ball)

Fraction of White Balls Over Time

The Paradox: Each ball moves clockwise and flips color when passing a marker. The dynamics are deterministic and reversible (system returns to initial state after N steps). Yet we observe macroscopic relaxation to equilibrium!

Simulation

Initial State

Parameters

Marker Placement

Time Step: 0
White Balls: 32
Fraction White: 100%
Poincaré Period:
Boltzmann's H-theorem: In the large N limit, the fraction of white balls approaches f(t) = ½ + ½(1 - 2n/N)^t·(f₀ - ½) — exponential relaxation despite reversibility!