YoVDO

Introduction to Dynamical Systems - Lecture 1

Offered By: International Centre for Theoretical Sciences via YouTube

Tags

Dynamical Systems Courses Differential Equations Courses Chaos Theory Courses Eigenvalues Courses Nonlinear Systems Courses Bifurcation Theory Courses

Course Description

Overview

Explore the fundamentals of dynamical systems in this comprehensive lecture by Soumitro Banerjee from the International Centre for Theoretical Sciences. Begin with discrete-time examples and ordinary differential equations, then progress to equilibrium points, linear ODEs, and eigenvalue calculations. Delve into nonlinear systems, examining attractors, limit cycles, and the Lorenz system. Investigate chaos theory and orbits on a torus before engaging in a Q&A session. Conclude by studying Poincaré sections, one-dimensional maps, fixed point stability, and various bifurcation types, including saddle-node and period-doubling bifurcations.

Syllabus

Start
Example: Discrete-time
ODE:
Equilibrium points
Example
Solution of linear ODEs
Eigenvalues and eigenvectors
Calculation of eigenvalues
Complex eigenvalues
3D systems
On to nonlinear systems
Attractors in nonlinear systems
Limit cycle
The Lorenz system
Chaos
Orbit on a torus
Q&A
The Poincare section
The Poincare map
One-dimensional maps
Graphical iteration
Stability of fixed points
Bifurcation diagram
Saddle-node bifurcation
Period doubling bifurcation


Taught by

International Centre for Theoretical Sciences

Related Courses

Algèbre Linéaire (Partie 2)
École Polytechnique Fédérale de Lausanne via edX
Algèbre Linéaire (Partie 3)
École Polytechnique Fédérale de Lausanne via edX
Mécanique Lagrangienne
École Polytechnique Fédérale de Lausanne via Coursera
Linear Algebra
Indian Institute of Science Bangalore via Swayam
Differential Equations: 2x2 Systems
Massachusetts Institute of Technology via edX