Numerical Computations in MATLAB, Including Root Finding, Linear Algebra, Curve Fitting, Numerical Integration, Differential Equations and Optimization.
Course Description
In this course, the built-in capabilities of MATLAB are used to perform numerical computations, which are very useful in enormous fields of applied science and engineering, including:
- Root finding and equation solving
- Solving system of equations
- Eigenvalues, eigenvectors and eigendecomposition
- Singular Value Decomposition
- Interpolation, curve fitting and surface modeling
- Numerical integration and differentiation
- Working with polynomials
- Solving Ordinary Differential Equations (ODEs)
- Solving Boundary Value Problems (BVPs)
- Solving Delayed Differential Equations (DDEs)
- Linear Programming (LP)
- Mixed-Integer Linear Programming (MILP)
- Quadratic Programming (QP)
- Constrained and unconstrained nonlinear optimization
Free
