
CPLEX
 Referenced in 2576 articles
[sw04082]
 Specifically, it solves linearly or quadratically constrained optimization problems where the objective to be optimized...

LAPACK
 Referenced in 1641 articles
[sw00503]
 innermost loops. These block operations can be optimized for each architecture to account ... fastest possible performance, LAPACK requires that highly optimized block matrix operations be already implemented ... download ATLAS to automatically generate an optimized BLAS library for the architecture. A Fortran...

LMI toolbox
 Referenced in 1425 articles
[sw06383]
 solvers are significantly faster than classical convex optimization algorithms, it should be kept in mind ... today’s workstations. However, research on LMI optimization is still very active and substantial speed...

mctoolbox
 Referenced in 1407 articles
[sw04827]
 visualizing matrices, and carrying out direct search optimization. Various other miscellaneous functions are also included...

VRP
 Referenced in 993 articles
[sw05207]
 most challenging combinatorial optimization task. Defined more than 40 years ago, this problem consists ... designing the optimal set of routes for fleet of vehicles in order to serve...

minpack
 Referenced in 692 articles
[sw05310]
 Notes on optimization software. This paper is an attempt to indicate the current state ... optimization software and the search directions which should be considered in the near future. There ... relevant to the development of general optimization software. I have tried to focus on those ... relevant to the development of software for optimization libraries. In the second part I illustrate...

KELLEY
 Referenced in 608 articles
[sw04829]
 Iterative methods for optimization This book gives an introduction to optimization methods for unconstrained ... approximately 100 pages, is devoted to the optimization of smooth functions. The methods studied ... parameter identification problem and a discretized optimal control problem, both of which are used ... restriction that the starting point of the optimization iteration is sufficiently close to a solution...

CUDA
 Referenced in 1195 articles
[sw03258]
 math libraries, and tools for debugging and optimizing the performance of your applications...

SeDuMi
 Referenced in 1180 articles
[sw04002]
 SeDuMi is a Matlab toolbox for solving optimization problems over symmetric cones, i.e. it allows...

LIBSVM
 Referenced in 1098 articles
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 LIBSVM. Issues such as solving SVM optimization problems theoretical convergence multiclass classification probability estimates...

Genocop
 Referenced in 1081 articles
[sw04707]
 algorithmbased program for constrained and unconstrained optimization, written in C. The Genocop system aims...

Tabu search
 Referenced in 1044 articles
[sw08556]
 sophistication. We provide several examples of discrete optimization problems to illustrate the strategic concerns...

LBFGS
 Referenced in 730 articles
[sw03229]
 Fortran subroutines for largescale boundconstrained optimization. LBFGSB is a limitedmemory ... algorithm for solving large nonlinear optimization problems subject to simple bounds on the variables...

Ipopt
 Referenced in 629 articles
[sw04808]
 Ipopt (Interior Point OPTimizer, pronounced eyepeaOpt) is a software package for largescale ... nonlinear optimization. It is designed to find (local) solutions of mathematical optimization problems...

YALMIP
 Referenced in 923 articles
[sw04595]
 free MATLAB toolbox for rapid prototyping of optimization problems. The package initially aimed...

Gurobi
 Referenced in 520 articles
[sw04105]
 GUROBI OPTIMIZER: State of the Art Mathematical Programming Solver. The Gurobi Optimizer is a state ... solver (MIQCP). The solvers in the Gurobi Optimizer were designed from the ground ... success, the Gurobi Optimizer goes beyond fast and reliable solution performance to provide a broad...

GAMS
 Referenced in 839 articles
[sw04978]
 modeling linear, nonlinear and mixed integer optimization problems. The system is especially useful with large...

SNOPT
 Referenced in 515 articles
[sw02300]
 algorithm for largescale constrained optimization. Sequential quadratic programming (SQP) methods have proved highly effective ... solving constrained optimization problems with smooth nonlinear functions in the objective and constraints. Here ... important application is to trajectory optimization in the aerospace industry. Numerical results are given...

AMPL
 Referenced in 587 articles
[sw04001]
 algebraic modeling language for linear and nonlinear optimization problems, in discrete or continuous variables. Developed ... common notation and familiar concepts to formulate optimization models and examine solutions, while the computer...

CUTEr
 Referenced in 564 articles
[sw04010]
 CUTEr is a versatile testing environment for optimization and linear algebra solvers. The package contains ... manipulated to provide tools suitable for testing optimization packages. Readytouse interfaces to existing...