Nonlinear Dynamics and Chaos
Steven Strogatz
Learn stability analysis & nonlinear dynamics with Steven Strogatz's engaging chaos course. Explore complex systems!
More resources on Stability Analysis
Scholarpedia - Stability Theory
Peer-reviewed encyclopedia entry defining the main notions of stability for equilibria of dynamical systems, including Lyapunov, asymptotic and exponential stability, so readers can state these definitions precisely and distinguish between them when analyzing differential equations.
Wolfram MathWorld
MathWorld is an online mathematics encyclopedia from Wolfram Research offering detailed, browsable articles on topics across the math spectrum, including algebra, geometry, calculus, and number theory. Each entry includes definitions, theorems, formulas, diagrams, worked examples, and links to further reading.
Differential Equations (MIT 18.03SC)
Modeling with ordinary differential equations and solving them: first-order equations, linear second-order equations and oscillations, Fourier series, Laplace transforms, and linear and nonlinear systems in the phase plane. Includes 72 lecture and recitation videos, course notes, and problem sets and exams with solutions.
MIT 18.03SC Differential Equations, Unit IV: First-order Systems
Self-paced MIT unit with lecture videos, recitation videos, notes, and problem sets with solutions. Covers linear systems, eigenvalue and normal-mode methods, phase portraits, matrix exponentials, nonlinear systems, linearization near critical points, limit cycles, and chaos. The strongest free structured course for this topic.
Differential Equations for Engineers
This course is all about differential equations and covers both theory and applications. In the first five weeks, students will learn about ordinary differential equations, while the sixth week is an introduction to partial differential equations. The course includes 56 concise lecture videos, with a few problems to solve after each lecture. After each major topic, there is a short practice quiz. At the end of each week, there is an assessed quiz. Solutions to the problems and practice quizzes can be found in the instructor-provided lecture notes. Download the lecture notes from the link https://www.math.hkust.edu.hk/~machas/differential-equations-for-engineers.pdf Watch the promotional video from the link https://youtu.be/eSty7oo09ZI
Nonlinear Dynamics and Chaos
Nonlinear Dynamics and Chaos - A book resource