This is a Numerical Analysis course project, implementing numerical analysis methods.
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Updated
Aug 3, 2023 - MATLAB
This is a Numerical Analysis course project, implementing numerical analysis methods.
Optimization Techniques Lab Dump
Matlab implementations of approximation of solutions to nonlinear functions
Calculating the maximum semi-ellipsoid volume using Reduced Gradient Descent method with total surface area given as a constraint.
Linear Regression and Feature Engineering, Implementation of Gradient Descent, Sub-gradient Descent, Newton Method, Quasi-Newton Method, LBFGS, Determinig Confidence Interval from Bernouli, Uniform and Normal Distribution,Dimensionality Reduction and Classification.
Numerical Fourier Series Coefficients Calculation in MATLAB (GUI)
Linear Multistep Method code written in MATLAB for numerical approximations of ODEs.
Find functions' zeros using Bisection, Fixed Point, Newton, Secants Methods
The repositoriy contatint the solution to some of the issue in the numerical analysis
An example of use of the Newton's method to find de minimun of a function.
MATLAB Numerical Optimization Methods
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