Chaotic Evolution in Complex Systems

Published on 2026.04.17
#Chaos #Lyapunov Exponent #Strange Attractor #Fractal

Background

The butterfly effect reveals that deterministic equations can produce essentially unpredictable states due to extreme sensitivity to initial conditions. Chaos is structured randomness deep within topology.

Core Theory

1. Lorenz System & Strange Attractor

$$\dot{x} = \sigma(y - x), \quad \dot{y} = x(\rho - z) - y, \quad \dot{z} = xy - \beta z$$

2. Lyapunov Exponents

Measure the exponential divergence of nearby trajectories: $\lambda_1 > 0$ for chaos.


Figure

Phase Space Trajectory of Lorenz Attractor Figure 1: Lorenz attractor trajectory showing fractal self-similarity.