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