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43 search results found

Cppnumericalsolvers ⭐ 766

a lightweight C++17 library of numerical optimization methods for nonlinear functions (Including L-BFGS-B for TensorFlow)

Curvaturefilter ⭐ 261

Curvature Filters are efficient solvers for Variational Models

Manopt, a Matlab toolbox for optimization on manifolds

Bayesian Adaptive Direct Search (BADS) optimization algorithm for model fitting in MATLAB

Nmflibrary ⭐ 201

MATLAB library for non-negative matrix factorization (NMF): Version 2.1

Bayesian Adaptive Direct Search (BADS) optimization algorithm for model fitting in MATLAB

Sgdlibrary ⭐ 181

MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20

Matlab and Python toolbox for fast Total Variation proximity operators

Optimviz ⭐ 119

Visualize optimization algorithms in MATLAB.

Paper Simulation ⭐ 93

Let's reproduce paper simulations of multi-robot systems, formation control, distributed optimization and cooperative manipulation.

Powell's Derivative-Free Optimization solvers.

Nonlinear Optimization Algorithms ⭐ 62

MATLAB implementations of a variety of nonlinear programming algorithms.

Hybridprecodingopt ⭐ 56

Optimization algorithms for hybrid precoding in mmWave MIMO systems: Version 1.1.0

Riemannian stochastic optimization algorithms: Version 1.0.3

Performance Estimation Toolbox ⭐ 49

Code of the Performance Estimation Toolbox (PESTO) whose aim is to ease the access to the PEP methodology for performing worst-case analyses of first-order methods in convex and nonconvex optimization. The numerical worst-case analyses from PEP can be performed just by writting the algorithms just as you would implement them.

Hybrid Gwopso Optimization ⭐ 47

This script implements the hybrid of PSO and GWO optimization algorithm.

Nature Inspired Algorithms ⭐ 30

Sample Code Collection of Nature-Inspired Computational Methods

Gdlibrary ⭐ 27

Matlab library for gradient descent algorithms: Version 1.0.1

Harris Hawks Optimization Algorithm And Applications ⭐ 25

Source codes for HHO paper: Harris hawks optimization: Algorithm and applications: https://www.sciencedirect.com/science/article/pii/ In this paper, a novel population-based, nature-inspired optimization paradigm is proposed, which is called Harris Hawks Optimizer (HHO).

Optimization using Stochastic quasi-Newton methods

Generic and efficient MATLAB solver for nonsmooth optimization problems

Yarpiz Evolutionary Algorithms Toolbox for MATLAB

Ccsc_code_iccv2017 ⭐ 23

This is the source code repository for the ICCV 2017 paper "Consensus Convolutional Sparse Coding".

Fmin_adam ⭐ 21

Matlab implementation of the Adam stochastic gradient descent optimisation algorithm

Structural Model Updating ⭐ 21

This GitHub package provides example MATLAB code for finite element model updating. The code offers selection of different updating formulations and optimization algorithms.

Sparsegdlibrary ⭐ 21

MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3

Projects ⭐ 20

Various Small Projects on Various Subjects

Radar and DC resistivity 2.5D multi-physics inversion suite. Forward modeling, separate inversions, joint inversions.

Groupsparselp_dereverberation ⭐ 18

This code solves multichannel sparse linear prediction using the Least Absolute Deviation (LAD) and Group LASSO (GL) algorithms with applications in dereverberation

A library for automatically designing metaheuristic optimizers.

Quantum optimal control - optimize your system or develop and benchmark new optimization algorithms

Optimization Techniques ⭐ 11

There are many optimization algorithms described in the book "Optimization of Engineering Design: Algorithms and Examples" by Prof. Kalyanmoy Deb. I will try to write each of those algorithms in programming languages like MATLAB, Python etc. Please let me if you find any bug.

Multimodal Foa ⭐ 8

Multi-Modal Forest Optimization Algorithm

EE6227 Genetic Algorithms & Machine Learning

Forest Optimization Algorithm - Matlab Code

Basmatlab ⭐ 7

A toolbox for BAS and BAS-based optimization algorithms

Fuzzy Clustering Based On Foa ⭐ 6

Fuzzy clustering based on Forest optimization algorithm in Matlab

Mehrotra's Predictor-Corrector Interior Point Method

Subsampled Rtr ⭐ 5

Subsampled Riemannian trust-region (RTR) algorithms

A Nonconvex Composite Optimization Library

Proximalsolver ⭐ 5

First-order proximal optimization algorithms for non-smooth problems

Pso On Tsp In Matlab ⭐ 5

implementation of particle swarm intelligence on travelling salesman problem in matlab

Gp Optimization Matlab ⭐ 5

MATLAB implementation of my Bayesian Optimization algorithms

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