
LMI toolbox
 Referenced in 1468 articles
[sw06383]
 solvers are significantly faster than classical convex optimization algorithms, it should be kept in mind...

Adam
 Referenced in 964 articles
[sw22205]
 algorithm for firstorder gradientbased optimization of stochastic objective functions, based on adaptive estimates ... best known results under the online convex optimization framework. Empirical results demonstrate that Adam works...

CVX
 Referenced in 855 articles
[sw04594]
 also solve much more complex convex optimization problems, including many involving nondifferentiable functions, such ... entropy maximization, determinant maximization, and many other convex programs. As of version 2.0, CVX also...

CPLEX
 Referenced in 2814 articles
[sw04082]
 optimized can be expressed as a linear function or a convex quadratic function. The variables...

UNLocBoX
 Referenced in 340 articles
[sw07521]
 UNLocboX is a matlab convex optimization toolbox part of the UnlocX project. It composed...

PhaseLift
 Referenced in 228 articles
[sw31783]
 diffracted patterns by solving a simple convex optimization problem inspired by the recent literature...

CVXPY
 Referenced in 80 articles
[sw13968]
 PythonEmbedded Modeling Language for Convex Optimization. CVXPY is a domainspecific language for convex ... allows the user to express convex optimization problems in a natural syntax that follows ... CVXPY makes it easy to combine convex optimization with highlevel features of Python such...

Wirtinger Flow
 Referenced in 120 articles
[sw34175]
 insights for the analysis of nonconvex optimization schemes that may have implications for computational...

CVXOPT
 Referenced in 65 articles
[sw04321]
 CVXOPT; Python Software for Convex Optimization. CVXOPT is a free software package for convex optimization ... make the development of software for convex optimization applications straightforward by building on Python...

KNITRO
 Referenced in 200 articles
[sw00490]
 linear, quadratic, and nonlinear smooth optimization problems, both convex and nonconvex. It is also effective ... MPECs), and mixedinteger programming (MIPs), particular convex mixed integer, nonlinear problems (MINLP). KNITRO ... KNITRO will remain the leader in nonlinear optimization...

PolyMesher
 Referenced in 164 articles
[sw13340]
 optimization codes that use linear convex polygons. In topology optimization, polygonal discretizations have been shown...

CMAES
 Referenced in 124 articles
[sw05063]
 optimization of nonlinear or nonconvex continuous optimization problems. They belong to the class...

SPG
 Referenced in 78 articles
[sw00897]
 Algorithm 813: SPG  software for convexconstrained optimization: Fortran 77 software implementing the SPG method ... gradient algorithm for solving largescale convexconstrained optimization problems. It combines the classical projected...

iPiasco
 Referenced in 44 articles
[sw13492]
 iPiasco: inertial proximal algorithm for strongly convex optimization. In this paper, we present a forward ... inertial term for solving a strongly convex optimization problem of a certain type. The strongly ... smooth convex and a smooth convex function. This additional knowledge is used for deriving ... provably optimal worstcase rate of convergence for smooth strongly convex functions. We demonstrate...

CVXGEN
 Referenced in 44 articles
[sw07151]
 CVXGEN: a code generator for embedded convex optimization. CVXGEN is a software tool that takes ... high level description of a convex optimization problem family, and automatically generates custom C code ... families that can be transformed, using disciplined convex programming techniques, to convex quadratic programs...

ACCPM
 Referenced in 59 articles
[sw06707]
 package for solving large scale convex optimization problems. The code is an implementation...

ECOS
 Referenced in 58 articles
[sw12123]
 consequence, it can be used to solve optimization problems on any embedded system for which ... efficient standard algorithm for solving convex optimization problems. It uses regularization and iterative refinement techniques...

LINGO
 Referenced in 325 articles
[sw04942]
 Nonlinear (convex & nonconvex/Global), Quadratic, Quadratically Constrained, Second Order Cone, Stochastic, and Integer optimization models faster...

YALMIP
 Referenced in 1066 articles
[sw04595]
 free MATLAB toolbox for rapid prototyping of optimization problems. The package initially aimed ... second order cone programming, semidefinite programming, nonconvex semidefinite programming, mixed integer programming, multiparametric...

LPbook
 Referenced in 51 articles
[sw31782]
 constrained optimization, beginning with a substantial treatment of linear programming, and proceeding to convex analysis ... flows, integer programming, quadratic programming, and convex optimization. The book is carefully written. Specific examples...