Optimization Techniques Lab Dump
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Updated
Jul 12, 2021 - MATLAB
Optimization Techniques Lab Dump
Numerical Fourier Series Coefficients Calculation in MATLAB (GUI)
Find functions' zeros using Bisection, Fixed Point, Newton, Secants Methods
Matlab implementations of approximation of solutions to nonlinear functions
The repositoriy contatint the solution to some of the issue in the numerical analysis
This is a Numerical Analysis course project, implementing numerical analysis methods.
Calculating the maximum semi-ellipsoid volume using Reduced Gradient Descent method with total surface area given as a constraint.
An example of use of the Newton's method to find de minimun of a function.
MATLAB Numerical Optimization Methods
Linear Multistep Method code written in MATLAB for numerical approximations of ODEs.
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.
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