NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1

Riemannian stochastic optimization algorithms: Version 1.0.3

standard, high-dimensional, parallel, constrained, and multiobjective Bayesian optimization algorithms

DEFT-FUNNEL: An open-source global optimization solver for constrained grey-box and black-box problems in Matlab.

Multiobjective Adaptive Surrogate Modeling-based Optimization Toolbox I

This repository provides codes in MATLAB for computing data-driven backward reachable sets and set-theoretic model predictive control (ST-MPC).

Benchmarking optimization solvers.

Constrained Optimization using Frank-Wolfe Method

Alternating Direction Method of Multipliers for Support Vector Machine

A complete expected improvement criterion for Gaussian process assisted highly constrained expensive optimization

This repository provides the codes for simulating a data-driven safety preserving control architecture for constrained cyber physical systems under cyber attacks.

Revised MO-ASMO Algorithm

This repository provides codes in MATLAB for computing data-driven backward reachable sets and set-theoretic model predictive control (ST-MPC).

Solver for minimization problems over the l1-ball

optimization techniques for data mining

Implementation of numerical optimization algorithms in MATLAB, including derivative-free and gradient-based methods for unconstrained problems, and projection techniques for constrained optimization.

Optimization of traffic flow in a road network using MATLAB's Genetic Algorithm. Applied to a nonlinear objective function with equality constraints

Bound-constrained and nonlinear constrained global optimization via Differential Evolution

This repository contains a collection of MATLAB scripts that implement some of the classical optimization methods for constrained optimization models: Penalty and Barrier methods, linear and non-linear Zoutendijk and also the Gradient Projection Method of Rosen (GPMR).

My exercises for my Optimization course