• LDGB

  • Referenced in 34 articles [sw07134]
  • bundle method for large-scale nonsmooth optimization Many practical optimization problems involve nonsmooth (that ... hundreds or thousands of variables. In such problems the direct application of smooth gradient-based ... nonsmooth optimization methods is efficient in large-scale settings. In this article we describe ... academic test problems for large-scale nonsmooth minimization. Finally, we give some encouraging results from...
  • huge

  • Referenced in 36 articles [sw08466]
  • graph visualization; (4) a minor convergence problem of the graphical lasso algorithm is corrected ... lossy screening rules to scale up large-scale problems, making a tradeoff between computational...
  • GEOCLAW

  • Referenced in 31 articles [sw08626]
  • efficiency of block-structured AMR makes large-scale problems tractable, and allows...
  • LSTRS

  • Referenced in 28 articles [sw04729]
  • LSTRS is designed for large-scale quadratic problems with one norm constraint. The method ... trust-region subproblem as a parameterized eigenvalue problem, and consists of an iterative procedure that ... requires the solution of a large-scale eigenvalue problem at each step. LSTRS relies ... features that make it suitable for large-scale computations. In the MATLAB implementation, the Hessian...
  • L1-MAGIC

  • Referenced in 30 articles [sw12430]
  • point methods, and are suitable for large-scale problems...
  • GLPK

  • Referenced in 169 articles [sw04560]
  • solving large-scale linear programming (LP), mixed integer programming (MIP), and other related problems...
  • Harwell-Boeing sparse matrix collection

  • Referenced in 210 articles [sw08516]
  • variety of scientific and engineering disciplines. The problems range from small matrices, used as counter ... sparse matrix research, to large test cases arising in large-scale computation. We offer ... describe the guidelines for contributing further test problems to the collection...
  • Pyomo

  • Referenced in 42 articles [sw04910]
  • package for formulating and solving large-scale optimization problems. The software extends the modeling approach...
  • pi-MASS

  • Referenced in 16 articles [sw17249]
  • genome-wide association studies and other large-scale problems We consider applying Bayesian Variable Selection ... wide association studies and similar large-scale regression problems. Currently, typical genome-wide association studies ... cast as a variable selection regression problem, with the SNPs as the covariates ... provide useful inferences in these large-scale problems, and in our simulations produces better power...
  • UFO

  • Referenced in 36 articles [sw04719]
  • dense medium-size and sparse large-scale optimization problems. The UFO system can be used...
  • SPG

  • Referenced in 70 articles [sw00897]
  • gradient algorithm for solving large-scale convex-constrained optimization problems. It combines the classical projected...
  • APOGEE

  • Referenced in 32 articles [sw08451]
  • optimization of standard, generalized, and extended pooling problems via linear and logarithmic partitioning schemes ... globally optimized two classes of large-scale pooling problems: a generalized pooling problem treating...
  • PetIGA

  • Referenced in 43 articles [sw12420]
  • applicable to a range of problem sizes, including large-scale simulations where high performance parallel...
  • L-BFGS-B

  • Referenced in 162 articles [sw01234]
  • BFGS-B Fortran subroutines for large-scale bound-constrained optimization. L-BFGS ... limited-memory algorithm for solving large nonlinear optimization problems subject to simple bounds...
  • OPTI

  • Referenced in 29 articles [sw15090]
  • those interested in tackling industrial optimization problems, typical approaches include either purchasing a sophisticated ... linear and nonlinear, medium and large-scale optimization problems, only a few contain useable...
  • SYMPHONY

  • Referenced in 32 articles [sw04718]
  • bound technique for solving large-scale discrete optimization problems (DOPs). In BCP, both cuts ... undertake the solution of very large-scale DOPs; however, it also leads to interesting implementational ... easy to use in a variety of problem settings and on a variety of hardware...
  • PySP

  • Referenced in 18 articles [sw04921]
  • specialists to easily express stochastic programming problems as extensions of their deterministic counterparts, which ... achieve tractable run-times on large-scale problems. We simultaneously address both of these factors...
  • PENSDP

  • Referenced in 21 articles [sw05119]
  • solution of large-scale SDP problems by the modified barrier method using iterative solvers ... factors of second-order methods for large-scale semidefinite optimization are the storage and factorization ... proves to be a viable alternative for problems with a large number of variables...
  • COPS

  • Referenced in 33 articles [sw08461]
  • development of COPS, a large-scale Constrained Optimization Problem Set. The primary purpose of this...
  • PENBMI

  • Referenced in 43 articles [sw05124]
  • computer program for solving optimization problems with quadratic objective and bilinear matrix inequality constraints ... small to large-scale dense and sparse LMI and BMI problems...