• Python

  • Referenced in 1697 articles [sw14460]
  • programs on both a small and large scale. Python supports multiple programming paradigms, including object ... automatic memory management and has a large and comprehensive standard library. Python interpreters are available...
  • ARPACK

  • Referenced in 806 articles [sw04218]
  • Fortran77 subroutines designed to solve large scale eigenvalue problems. The package is designed to compute ... matrix A. It is most appropriate for large sparse or structured matrices A where structured ... technique that is suitable for large scale problems. For many standard problems, a matrix factorization ... ARPACK software is capable of solving large scale symmetric, nonsymmetric, and generalized eigenproblems from significant...
  • PETSc

  • Referenced in 1228 articles [sw04012]
  • building blocks for the implementation of large-scale application codes on parallel (and serial) computers...
  • L-BFGS

  • Referenced in 759 articles [sw03229]
  • BFGS-B Fortran subroutines for large-scale bound-constrained optimization. L-BFGS...
  • Ipopt

  • Referenced in 686 articles [sw04808]
  • software package for large-scale ​nonlinear optimization. It is designed to find (local) solutions...
  • SNOPT

  • Referenced in 527 articles [sw02300]
  • SNOPT: An SQP algorithm for large-scale constrained optimization. Sequential quadratic programming (SQP) methods have...
  • Eigtool

  • Referenced in 502 articles [sw07020]
  • built-in eigs routine (ARPACK) for large-scale eigenvalue computations...
  • LANCELOT

  • Referenced in 304 articles [sw00500]
  • LANCELOT. A Fortran package for large-scale nonlinear optimization (Release A). LANCELOT is a software ... package for solving large-scale nonlinear optimization problems. This book provides a coherent overview ... design and implementation of large-scale optimization algorithms...
  • MINOS

  • Referenced in 443 articles [sw05095]
  • MINOS is a large-scale optimization system, for the solution of sparse linear and nonlinear...
  • Nuprl

  • Referenced in 390 articles [sw06751]
  • improved to meet the demands of large-scale applications. Nuprl LPE, the newest release, features...
  • LBFGS-B

  • Referenced in 351 articles [sw05142]
  • BFGS-B Fortran subroutines for large-scale bound-constrained optimization L-BFGS...
  • ISOGAT

  • Referenced in 298 articles [sw00457]
  • apparent. It is not intended for large-scale problems...
  • HSL

  • Referenced in 274 articles [sw00418]
  • state-of-the-art packages for large-scale scientific computation written and developed...
  • SPGL1

  • Referenced in 182 articles [sw08365]
  • SPGL1: A solver for large-scale sparse reconstruction: Probing the Pareto frontier for basis pursuit ... suitable for problems that are large scale and for those that are in the complex ... problems demonstrate that the method scales well to large problems...
  • SVMlight

  • Referenced in 263 articles [sw04076]
  • version includes an algorithm for training large-scale transductive SVMs. The algorithm proceeds by solving ... code has been used on a large range of problems, including text classification [Joachims, 1999c...
  • MapReduce

  • Referenced in 252 articles [sw00546]
  • parallel programming model initially developed for large-scale web content processing. Data analysis meets ... calculation over extremely large datasets. The arrival of MapReduce provides a chance to utilize commodity...
  • COBOL

  • Referenced in 237 articles [sw01228]
  • deployed on mainframe computers, such as large-scale batch and transaction processing jobs...
  • CONOPT

  • Referenced in 165 articles [sw02791]
  • reduced-gradient (GRG) algorithm for solving large-scale nonlinear programs involving sparse nonlinear constraints ... very competitive with other codes for large-scale nonlinear programming from both an efficiency...
  • CUTE

  • Referenced in 222 articles [sw14681]
  • versatile environment for testing small- and large-scale nonlinear optimization algorithms. Although many of these...
  • PLCP

  • Referenced in 217 articles [sw04795]
  • either SCILAB or matlab for solving large scale linear programming problems. It can be freely...