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[Free] Numerical Computations In Matlab

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

Added on April 3, 2024 Teaching & Academics 1 min read

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

Requirements

• Basic Math and Calculus
• Numerical Methods
• MATLAB Programming

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