ABSTRACT
In this chapter, we extend the methods of Chapter 10 to nonlinear ODEs. We present how to use Python to create phase portraits, find fixed points, discuss bifurcation and evaluate the stability of the fixed points for a variety of physical systems. We include a brief discussion of nonlinear oscillators and limit cycles. The chapter concludes with a discussion of chaos and Lyapunov exponents.
