https://github.com/angelobattaglia/matlab_routines

An implementation of numerical methods in matlab
https://github.com/angelobattaglia/matlab_routines

matlab numerical-methods

Last synced: 4 days ago
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An implementation of numerical methods in matlab

• Host: GitHub
• URL: https://github.com/angelobattaglia/matlab_routines
• Owner: angelobattaglia
• Created: 2022-11-15T14:50:00.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2024-09-12T19:24:29.000Z (2 months ago)
• Last Synced: 2024-09-13T07:08:54.903Z (2 months ago)
• Topics: matlab, numerical-methods
• Language: MATLAB
• Homepage:
• Size: 58.6 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# MATLAB Routines

These are some numerical routines for MATLAB®, it contains hints on how to plot, how to use certain numerical methods with examples tied with commentary. Plot functions in 3D, approximate solutions of nonlinear equations, learn how to build matrices, use them for linear systems and evaluate integrals.

## Direct Methods for Linear Systems

- QR Factorization

- LU Factorization

- SVD Factorization

## Iterative Methods for Linear Systems

- Gauss-Seidel Method

- Jacobi Method

- Gradient Descent

- Conjugate Gradient Descent

## Interpolation

## Non-Linear Equations

- Bisection Method

- Secant Method

- Newton's Method (aka Newton-Rhapson or Tangent Method)

- Fixed Point Method

## Integrals 

- Newton-Coates 

- Trapezoid 

## Ordinary Differential Equations

- Implicit Euler Method

- Explicit Euler Method

- Runge Kutta Method

- Heun Method