
LMI toolbox
 Referenced in 1412 articles
[sw06383]
 solvers are significantly faster than classical convex optimization algorithms, it should be kept in mind...

CVX
 Referenced in 667 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 2519 articles
[sw04082]
 optimized can be expressed as a linear function or a convex quadratic function. The variables...

UNLocBoX
 Referenced in 264 articles
[sw07521]
 UNLocboX is a matlab convex optimization toolbox part of the UnlocX project. It composed...

Adam
 Referenced in 220 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...

PhaseLift
 Referenced in 166 articles
[sw31783]
 diffracted patterns by solving a simple convex optimization problem inspired by the recent literature...

KNITRO
 Referenced in 171 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...

CMAES
 Referenced in 100 articles
[sw05063]
 optimization of nonlinear or nonconvex continuous optimization problems. They belong to the class...

CVXOPT
 Referenced in 45 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...

SPG
 Referenced in 70 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...

Wirtinger Flow
 Referenced in 65 articles
[sw34175]
 insights for the analysis of nonconvex optimization schemes that may have implications for computational...

CVXPY
 Referenced in 37 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...

PolyMesher
 Referenced in 106 articles
[sw13340]
 optimization codes that use linear convex polygons. In topology optimization, polygonal discretizations have been shown...

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

CVXGEN
 Referenced in 37 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...

LINGO
 Referenced in 289 articles
[sw04942]
 Nonlinear (convex & nonconvex/Global), Quadratic, Quadratically Constrained, Second Order Cone, Stochastic, and Integer optimization models faster...

LPbook
 Referenced in 48 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...

YALMIP
 Referenced in 881 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...

iPiasco
 Referenced in 27 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...

SLEP
 Referenced in 34 articles
[sw13487]
 1/k2) is optimal for smooth convex optimization via the firstorder blackbox methods...