• ARPACK

  • Referenced in 581 articles [sw04218]
  • Fortran77 subroutines designed to solve large scale eigenvalue problems. The package is designed to compute ... 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 642 articles [sw04012]
  • building blocks for the implementation of large-scale application codes on parallel (and serial) computers...
  • SIFT

  • Referenced in 440 articles [sw16554]
  • SIFT Keypoint Detector. Distinctive Image Features from Scale-Invariant Keypoints. This paper presents a method ... scene. The features are invariant to image scale and rotation, and are shown to provide...
  • MINOS

  • Referenced in 409 articles [sw05095]
  • MINOS is a large-scale optimization system, for the solution of sparse linear and nonlinear ... factors of the basis matrix), automatic scaling of linear contraints, and automatic estimation of some...
  • L-BFGS

  • Referenced in 513 articles [sw03229]
  • BFGS-B Fortran subroutines for large-scale bound-constrained optimization. L-BFGS...
  • LANCELOT

  • Referenced in 245 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...
  • SNOPT

  • Referenced in 363 articles [sw02300]
  • SNOPT: An SQP algorithm for large-scale constrained optimization. Sequential quadratic programming (SQP) methods have...
  • Nuprl

  • Referenced in 318 articles [sw06751]
  • improved to meet the demands of large-scale applications. Nuprl LPE, the newest release, features...
  • Ipopt

  • Referenced in 304 articles [sw04808]
  • software package for large-scale ​nonlinear optimization. It is designed to find (local) solutions...
  • Eigtool

  • Referenced in 286 articles [sw07020]
  • built-in eigs routine (ARPACK) for large-scale eigenvalue computations...
  • Python

  • Referenced in 237 articles [sw14460]
  • programs on both a small and large scale. Python supports multiple programming paradigms, including object...
  • SVMlight

  • Referenced in 222 articles [sw04076]
  • version includes an algorithm for training large-scale transductive SVMs. The algorithm proceeds by solving...
  • Chord

  • Referenced in 189 articles [sw09434]
  • state maintained by each node scaling logarithmically with the number of Chord nodes...
  • MATLAB expm

  • Referenced in 95 articles [sw14349]
  • scaling and squaring method for the matrix exponential revisited. The scaling and squaring method ... MATLAB function expm. The method scales the matrix by a power of 2 to reduce ... squares to undo the effect of the scaling...
  • CONOPT

  • Referenced in 116 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...
  • LBFGS-B

  • Referenced in 151 articles [sw05142]
  • BFGS-B Fortran subroutines for large-scale bound-constrained optimization L-BFGS...
  • CUTE

  • Referenced in 148 articles [sw14681]
  • versatile environment for testing small- and large-scale nonlinear optimization algorithms. Although many of these...
  • AUSM

  • Referenced in 144 articles [sw06367]
  • employ asymptotic analysis to formally derive proper scalings for the numerical fluxes in the limit...
  • NETGEN

  • Referenced in 137 articles [sw09229]
  • NETGEN: A program for generating large scale capacitated assignment, transportation, and minimum cost flow network...