
YALMIP
 Referenced in 897 articles
[sw04595]
 mixed integer programming, multiparametric programming, geometric programming The main features of YALMIP are: Easy ... started. Easy to use : you define your constraints and objective functions using intuitive and standard ... problems, and automatic solver selection Supports numerous external solvers, both free and commercial. The solvers...

MINOS
 Referenced in 440 articles
[sw05095]
 sparse linear and nonlinear programs. The objective function and constraints may be linear or nonlinear ... nonlinear functions must be smooth. Stable numerical methods are employed throughout. Features include...

SNOPT
 Referenced in 503 articles
[sw02300]
 largescale constrained optimization. Sequential quadratic programming (SQP) methods have proved highly effective for solving ... objective and constraints. Here we consider problems with general inequality constraints (linear and nonlinear ... first derivatives are available and that the constraint gradients are sparse. We discuss ... designed for problems with many thousands of constraints and variables but a moderate number...

SDPT3
 Referenced in 608 articles
[sw04009]
 designed to solve conic programming problems whose constraint cone is a product of semideﬁnite cones ... barrier terms associated with the constraint cones. This includes the special case of determinant maximization ... also exploit lowrank structures in the constraint matrices associated the semideﬁnite blocks if such ... cones are calculated via the Lanczos method. Numerical experiments show that this general purpose code...

PENNON
 Referenced in 101 articles
[sw04336]
 code can also solve secondorder conic programming (SOCP) problems, as well as problems with ... SOCP and NLP constraints. Results of extensive numerical tests and comparison with other optimization codes...

QUICKXPLAIN
 Referenced in 27 articles
[sw28625]
 principal industrial constraint programming tool, which is, for example, used in numerous configuration applications...

TetGen
 Referenced in 148 articles
[sw04046]
 program for generating good quality tetrahedral meshes aimed to support numerical methods and scientific computing ... inserting vertices, constrained Delaunay algorithms for inserting constraints (edges and triangles), a new edge recovery...

ECOS
 Referenced in 37 articles
[sw12123]
 source numerical software package for solving optimization problems with secondorder cone constraints (SOCPs). This ... quadratic (QPs), and quadraticallyconstrained quadratic programs (QCQPs). ECOS also supports a small number ... regularization and iterative refinement techniques to be numerically robust. The solution methods have been developed...

NESTA
 Referenced in 119 articles
[sw06576]
 fine tuning of several parameters. Comprehensive numerical experiments on realistic signals exhibiting a large dynamic ... convex programs seeking to minimize the $ell_1$ norm of $W_x$ under constraints...

GLOPT
 Referenced in 19 articles
[sw00359]
 generating feasible points of constrained nonlinear programs. These are implemented as the first stage ... derivatives nor simultaneous information about several constraints. Numerical results are already encouraging. Work ... extension using curvature information and quadratic programming techniques is in progress...

MAPCLUS
 Referenced in 31 articles
[sw20021]
 programming optimization procedure based on a penalty function approach, to impose discrete (0,1) constraints ... This procedure is supplemented by several other numerical techniques (notably a heuristically based combinatorial optimization...

TRICE
 Referenced in 46 articles
[sw05197]
 variables is described and analyzed. Such nonlinear programs arise, e.g., from the discretization of optimal ... rely on matrix factorizations of the linearized constraints but use solutions of the linearized state ... strict feasibility with respect to the bound constraints by using an affine scaling method proposed ... results for only equality constraints and for only simple bounds.par Numerical results for the solution...

SimpleMKL
 Referenced in 61 articles
[sw12290]
 learning algorithm, based on semiinfinite linear programming, has been recently proposed. This approach ... turns out that this iterative algorithm needs numerous iterations for converging towards a reasonable solution ... norm regularization formulation with an additional constraint on the weights that encourages sparse kernel combinations...

SDPNAL+
 Referenced in 36 articles
[sw13239]
 SDPNAL+, for semidefinite programming (SDP) with partial or full nonnegative constraints on the matrix variable ... efficiently for nondegenerate SDPs but may encounter numerical difficulty for degenerate ones. Here we tackle ... Numerical results for various large scale SDPs with or without nonnegative constraints show that ... SDPAD by Z. Wen et al. [Math. Program. Comput...

WinGULF
 Referenced in 14 articles
[sw19224]
 information here. In the case of integer programming problems the package can assist ... current bound, branching variables and appropriate branching constraints. See more detailed information here ... WinGULF has been successfully applied in numerous realworld applications and fundamental research. The package ... programming (LFP) and linear programming (LP) package for Windows. Various versions of the program...

JPFSE
 Referenced in 10 articles
[sw12038]
 that enables the symbolic execution of Java programs. JPF–SE uses JPF to generate ... shelf decision procedures to manipulate numeric constraints...

OPECgen
 Referenced in 20 articles
[sw13463]
 class, called QPEC, of mathematical programs with equilibrium constraints, MPEC. A QPEC is a quadratic ... quadratic, firstlevel constraints are linear, and secondlevel (equilibrium) constraints are given ... solution. Options include the proportion of degenerate constraints in both the first and second level ... existing methods for MPEC, and illustrate this numerically by applying several methods to generator test...

EMP
 Referenced in 8 articles
[sw01086]
 building and numerical solution of various mathematical programming problems, e.g. of nonlinear programming, data fitting ... programming, multicriteria optimization, nonsmooth optimization, quadratic programming, or linear programming, subject to linear or nonlinear ... constraints. All actions of the system are controlled by menues which inform the user ... numerical value to a userprovided name. The system writes a complete FORTRAN source program...

Newton
 Referenced in 6 articles
[sw21236]
 constraint logic programming (CLP) languages over intervals with advanced interval techniques developed in numerical analysis...

QL
 Referenced in 15 articles
[sw12450]
 problems subject to linear equality and inequality constraints by the primaldual method of Goldfarb ... solving smallscale quadratic programs in a numerically stable way. Its usage is outlined...