YoVDO

Numerical Computations in MATLAB

Offered By: Udemy

Tags

MATLAB Courses Linear Algebra Courses Differential Equations Courses Numerical Integration Courses Curve Fitting Courses

Course Description

Overview

Including Root Finding, Linear Algebra, Curve Fitting, Numerical Integration, Differential Equations and Optimization

What you'll learn:
  • Root Finding and Numerical Equation Solving in MATLAB
  • Linear Algebra, Eigendecomposition and SVD in MATLAB
  • Curve Fitting and Interpolation in 1D, 2D and 3D Spaces using MATLAB
  • Numerical Integration and Differentiation in MATLAB
  • Working with Polynomials in MATLAB
  • Solving Ordinary Differential Equations in MATLAB
  • Solving Boundary Value Problems in MATLAB
  • Solving Delayed Differential Equations in MATLAB
  • Linear Programming and Mixed-Integer LP in MATLAB
  • Quadratic Programming in MATLAB
  • Constrained and Unconstrained Nonlinear Optimization in MATLAB

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



Taught by

Yarpiz Team and Mostapha Kalami Heris

Related Courses

Coding the Matrix: Linear Algebra through Computer Science Applications
Brown University via Coursera
Mathematical Methods for Quantitative Finance
University of Washington via Coursera
Introduction à la théorie de Galois
École normale supérieure via Coursera
Linear Algebra - Foundations to Frontiers
The University of Texas at Austin via edX
Massively Multivariable Open Online Calculus Course
Ohio State University via Coursera