Numerical Methods in Engineering

This repository contains implementations of common numerical algorithms using MATLAB.

Content

Floating point arithmetic
LU Decomposition
Cholesky Decomposition
QR Decomposition (Gram-Schmidt, Householder, etc.)
Least Squares
Non-Linear Regression
Tikhonov Regularization
Backward and Forward Euler methods for ODEs
Condition Number
Newton-Raphson Method
Bisection Method
Steepest Descent