
LDGB
 Referenced in 34 articles
[sw07134]
 bundle method for largescale nonsmooth optimization Many practical optimization problems involve nonsmooth (that ... hundreds or thousands of variables. In such problems the direct application of smooth gradientbased ... nonsmooth optimization methods is efficient in largescale settings. In this article we describe ... academic test problems for largescale 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 largescale problems, making a tradeoff between computational...

GEOCLAW
 Referenced in 31 articles
[sw08626]
 efficiency of blockstructured AMR makes largescale problems tractable, and allows...

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

L1MAGIC
 Referenced in 30 articles
[sw12430]
 point methods, and are suitable for largescale problems...

GLPK
 Referenced in 169 articles
[sw04560]
 solving largescale linear programming (LP), mixed integer programming (MIP), and other related problems...

HarwellBoeing 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 largescale 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 largescale optimization problems. The software extends the modeling approach...

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

UFO
 Referenced in 36 articles
[sw04719]
 dense mediumsize and sparse largescale optimization problems. The UFO system can be used...

SPG
 Referenced in 70 articles
[sw00897]
 gradient algorithm for solving largescale convexconstrained 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 largescale pooling problems: a generalized pooling problem treating...

PetIGA
 Referenced in 43 articles
[sw12420]
 applicable to a range of problem sizes, including largescale simulations where high performance parallel...

LBFGSB
 Referenced in 162 articles
[sw01234]
 BFGSB Fortran subroutines for largescale boundconstrained optimization. LBFGS ... limitedmemory 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 largescale optimization problems, only a few contain useable...

SYMPHONY
 Referenced in 32 articles
[sw04718]
 bound technique for solving largescale discrete optimization problems (DOPs). In BCP, both cuts ... undertake the solution of very largescale 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 runtimes on largescale problems. We simultaneously address both of these factors...

PENSDP
 Referenced in 21 articles
[sw05119]
 solution of largescale SDP problems by the modified barrier method using iterative solvers ... factors of secondorder methods for largescale 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 largescale 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 largescale dense and sparse LMI and BMI problems...