Day 230 · Aug 17

The Butterfly Effect and Chaos Theory

Edward Lorenz discovered in 1961 that tiny changes in initial conditions could drastically alter weather predictions – the ‘butterfly effect’. His Lorenz system dx/dt = σ(y – x), dy/dt = x(ρ – z) – y, dz/dt = xy – βz has a strange attractor: a fractal of dimension ≈ 2.06. The system is deterministic but unpredictable beyond a finite time horizon (sensitive dependence). This is chaos. The butterfly effect became a cultural icon, but the mathematics (Lyapunov exponents) is rigorous. Chaos appears in heart rhythms, lasers, and even the solar system.

Why does sensitive dependence on initial conditions make weather prediction beyond two weeks impossible, even with perfect models?

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