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Table of Contents
Science and the mathematics of black boxes
The mathematics of change
Equilibria and steady states
Stability
Fixed points: Creation and destruction
Transient dynamics
Frequency domain I: Bode plots and transfer functions
Frequency domain II: Fourier analysis and power spectra
Feedback and control systems
Oscillations
Beyond limit cycles
Random perturbations
Noisy dynamical systems
Random walkers
Thermodynamic perspectives.
The mathematics of change
Equilibria and steady states
Stability
Fixed points: Creation and destruction
Transient dynamics
Frequency domain I: Bode plots and transfer functions
Frequency domain II: Fourier analysis and power spectra
Feedback and control systems
Oscillations
Beyond limit cycles
Random perturbations
Noisy dynamical systems
Random walkers
Thermodynamic perspectives.