• R

  • Referenced in 8984 articles [sw00771]
  • provides a wide variety of statistical (linear and nonlinear modelling, classical statistical tests, time-series...
  • CPLEX

  • Referenced in 2665 articles [sw04082]
  • Java, .NET, and Python libraries that solve linear programming (LP) and related problems. Specifically ... solves linearly or quadratically constrained optimization problems where the objective to be optimized ... expressed as a linear function or a convex quadratic function. The variables in the model...
  • LAPACK

  • Referenced in 1659 articles [sw00503]
  • provides routines for solving systems of simultaneous linear equations, least-squares solutions of linear systems ... performed by calls to the Basic Linear Algebra Subprograms (BLAS). LAPACK is designed...
  • RODAS

  • Referenced in 1637 articles [sw04112]
  • algebraic order conditions are considered Concerning the linear algebra routines the user has the choice...
  • LMI toolbox

  • Referenced in 1442 articles [sw06383]
  • Linear Matrix Inequalities (LMIs) and LMI techniques have emerged as powerful design tools in areas...
  • PETSc

  • Referenced in 1240 articles [sw04012]
  • PETSc includes an expanding suite of parallel linear, nonlinear equation solvers and time integrators that...
  • SeDuMi

  • Referenced in 1225 articles [sw04002]
  • cones, i.e. it allows not only for linear constraints, but also quasiconvex-quadratic constraints...
  • GAMS

  • Referenced in 856 articles [sw04978]
  • System (GAMS) is specifically designed for modeling linear, nonlinear and mixed integer optimization problems ... another, and can even convert from linear to nonlinear with little trouble...
  • SemiPar

  • Referenced in 710 articles [sw07116]
  • book is a special case of the linear mixed model or its generalized counterpart. This ... regression, though familiarity with matrix and linear algebra is assumed. Another audience that they ... have a good working knowledge of linear models and the desire to begin using more...
  • Genocop

  • Referenced in 1091 articles [sw04707]
  • input parameters) of a function; additional linear constraints (equations and inequalities) can be specified...
  • YALMIP

  • Referenced in 972 articles [sw04595]
  • significantly. YALMIP 3 can be used for linear programming, quadratic programming, second order cone programming...
  • SDPT3

  • Referenced in 665 articles [sw04009]
  • whose objective function is the sum of linear functions and log-barrier terms associated with ... special case of determinant maximization problems with linear matrix inequalities. It employs an infeasible primal...
  • LINPACK

  • Referenced in 517 articles [sw04209]
  • Fortran subroutines that analyze and solve linear equations and linear least-squares problems. The package ... solves linear systems whose matrices are general, banded, symmetric indefinite, symmetric positive definite, triangular...
  • Gurobi

  • Referenced in 588 articles [sw04105]
  • mathematical programming. It includes the following solvers: linear programming solver (LP), quadratic programming solver ... quadratically constrained programming solver (QCP), mixed-integer linear programming solver (MILP), mixed-integer quadratic programming...
  • CVX

  • Referenced in 765 articles [sw04594]
  • number of standard problem types, including linear and quadratic programs (LPs/QPs), second-order cone programs...
  • ScaLAPACK

  • Referenced in 411 articles [sw00830]
  • ScaLAPACK is an acronym for scalable linear algebra package or scalable LAPACK ... library of high-performance linear algebra routines for distributed memory message-passing MIMD computers ... libraries contain routines for solving systems of linear equations, least squares problems, and eigenvalue problems ... solution of dense, band, and tridiagonal linear systems of equations, condition estimation and iterative refinement...
  • glmnet

  • Referenced in 511 articles [sw08159]
  • glmnet: Lasso and elastic-net regularized generalized linear models. Extremely efficient procedures for fitting ... lasso or elastic-net regularization path for linear regression, logistic and multinomial regression models, poisson...
  • MINOS

  • Referenced in 444 articles [sw05095]
  • optimization system, for the solution of sparse linear and nonlinear programs. The objective function ... constraints may be linear or nonlinear, or a mixture of both. The nonlinear functions must ... basis matrix), automatic scaling of linear contraints, and automatic estimation of some or all gradients...
  • QRM

  • Referenced in 684 articles [sw11358]
  • multivariate analysis, time series analysis and generalized linear modelling...
  • SparseMatrix

  • Referenced in 676 articles [sw04629]
  • Collection is widely used by the numerical linear algebra community for the development and performance...