unlocbox

Optimization library

A toolbox for convex optimization problems using proximal splitting methods

A Matlab convex optimization toolbox using proximal splitting methods

GitHub

52 stars
26 watching
19 forks
Language: MATLAB
last commit: about 1 year ago
convex-optimizationproximal-algorithmsproximal-operators

Related projects:

Repository Description Stars
rflamary/nonconvex-optimization A Matlab toolbox providing a generic solver for proximal gradient descent in convex and non-convex optimization problems with various regularization terms. 49
uts-ri/matlab-graph-optimization A Matlab-based optimization framework for nonlinear least squares problems 68
ethz-pes/multi_objective_optimization_matlab A MATLAB toolset for multi-objective optimization using genetic algorithms and other methods. 51
hiroyuki-kasai/gdlibrary A collection of unconstrained optimization algorithms implemented in MATLAB 65
cvxr/tfocs A toolbox for building efficient first-order solvers for convex optimization problems 136
cvxr/cvx A MATLAB-based system for solving convex optimization problems 236
yalmip/yalmip A MATLAB toolbox for creating and solving optimization models 492
swanlab/swan A Matlab toolbox for topology optimization of 2D and 3D structures using density or level-set methods 143
springer-math/linear-programming-using-matlab MATLAB implementations of linear programming algorithms and methods 44
snopt/snopt-matlab Provides a Matlab interface to SNOPT for nonlinear optimization 56
cvxopt/cvxopt A Python software suite for solving convex optimization problems 988
mpf/spot A Matlab toolbox for constructing and manipulating linear operators 61
lacerbi/optimviz Visualizes optimization algorithms in MATLAB to demonstrate their performance on standard test functions 148
hiroyuki-kasai/sgdlibrary A collection of stochastic optimization algorithms for large-scale machine learning problems 218
chudur-budur/nsga2-matlab A fast implementation of a multi-objective optimization algorithm 96