Lecture Description
A unit step function jumps from 0 to 1. Its slope is a delta function: zero everywhere except infinite at the jump.
Course Index
- Introduction to Differential Equations and the MATLAB® ODE Suite
- Overview of Differential Equations
- The Calculus You Need
- Response to Exponential Input
- Response to Oscillating Input
- Solution for Any Input
- Step Function and Delta Function
- Response to Complex Exponential
- Integrating Factor for Constant Rate
- Integrating Factor for a Varying Rate
- The Logistic Equation
- The Stability and Instability of Steady States
- Separable Equations
- Second Order Equations
- Forced Harmonic Motion
- Unforced Damped Motion
- Impulse Response and Step Response
- Exponential Response — Possible Resonance
- Second Order Equations with Damping
- Electrical Networks: Voltages and Currents
- Method of Undetermined Coefficients
- An Example of Undetermined Coefficients
- Variation of Parameters
- Laplace Transform: First Order Equation
- Laplace Transform: Second Order Equation
- Laplace Transforms and Convolution
- Pictures of Solutions
- Phase Plane Pictures: Source, Sink, Saddle
- Phase Plane Pictures: Spirals and Centers
- Two First Order Equations: Stability
- Linearization at Critical Points
- Linearization of Two Nonlinear Equations
- Eigenvalues and Stability: 2 by 2 Matrix, A
- The Tumbling Box in 3-D
- The Column Space of a Matrix
- Independence, Basis, and Dimension
- The Big Picture of Linear Algebra
- Graphs
- Incidence Matrices of Graphs
- Eigenvalues and Eigenvectors
- Diagonalizing a Matrix
- Powers of Matrices and Markov Matrices
- Solving Linear Systems
- The Matrix Exponential
- Similar Matrices
- Symmetric Matrices, Real Eigenvalues, Orthogonal Eigenvectors
- Second Order Systems
- Positive Definite Matrices
- Singular Value Decomposition (the SVD)
- Boundary Conditions Replace Initial Conditions
- Laplace Equation
- Fourier Series
- Examples of Fourier Series
- Fourier Series Solution of Laplace's Equation
- Heat Equation
- Wave Equation
- Euler, ODE1
- Midpoint Method, ODE2
- Classical Runge-Kutta, ODE4
- Order, Naming Conventions
- Estimating Error, ODE23
- ODE45
- Stiffness, ODE23s, ODE15s
- Systems of Equations
- The MATLAB ODE Suite
- Tumbling Box
- Predator-Prey Equations
- Lorenz Attractor and Chaos
Course Description
Learn Differential Equations: Up Close with Gilbert Strang and Cleve Moler is an in-depth series of videos about differential equations and the MATLAB® ODE suite. These videos are suitable for students and life-long learners to enjoy.
Cleve Moler, founder and chief mathematician at MathWorks, and Gilbert Strang, professor and mathematician at Massachusetts Institute of Technology, provide an overview to their in-depth video series about differential equations and the MATLAB® ODE suite.
Differential equations and linear algebra are two crucial subjects in science and engineering. Gilbert Strang's video series develops those subjects both separately and together and supplements Gil Strang's textbook on this subject. Cleve Moler introduces computation for differential equations and explains the MATLAB ODE suite and its mathematical background. Cleve Moler's video series starts with Euler method and builds up to Runge Kutta and includes hands-on MATLAB exercises.