
BB
 Referenced in 32 articles
[sw08074]
 package BB: Solving and Optimizing LargeScale Nonlinear Systems. BarzilaiBorwein spectral methods for solving ... nonlinear system of equations, and for optimizing nonlinear objective functions subject to simple constraints...

MapReduce
 Referenced in 250 articles
[sw00546]
 parallel programming model initially developed for largescale web content processing. Data analysis meets ... calculation over extremely large datasets. The arrival of MapReduce provides a chance to utilize commodity ... parallel data analysis applications. The translation and optimization from relational algebra operators to MapReduce programs...

WORHP
 Referenced in 15 articles
[sw10824]
 WORHP) is a solver for largescale, sparse, nonlinear optimization problems with millions of variables ... driven design and development philosophy. Two largescale optimization problems from space applications that demonstrate...

TRICE
 Referenced in 46 articles
[sw05197]
 programs arise, e.g., from the discretization of optimal control problems. The algorithms treat states ... well suited for large scale problems arising from optimal control problems governed by partial differential...

LKH
 Referenced in 128 articles
[sw04735]
 optimality). Furthermore, the algorithm has improved the best known solutions for a series of large ... scale instances with unknown optima, among these a 1,904,711city instance (World...

SPGL1
 Referenced in 159 articles
[sw08365]
 SPGL1: A solver for largescale sparse reconstruction: Probing the Pareto frontier for basis pursuit ... parameter determines a curve that traces the optimal tradeoff between the leastsquares ... gives an explicit relationship to two other optimization problems closely related to BPDN. We describe ... suitable for problems that are large scale and for those that are in the complex...

CG+
 Referenced in 14 articles
[sw05285]
 Software for Largescale Unconstrained Optimization CG+ is a Conjugate Gradient code for solving large...

PENSDP
 Referenced in 21 articles
[sw05119]
 secondorder methods for largescale semidefinite optimization are the storage and factorization ... viable alternative for problems with a large number of variables and modest size...

SLEP
 Referenced in 36 articles
[sw13487]
 algorithms can handle largescale sparse data. 2) Optimal Convergence Rate. The convergence rate...

DASOPT
 Referenced in 12 articles
[sw09260]
 DASOPT, a software system for the optimal control of processes described by timedependent partial ... equations (DAEs) with a package for large scale optimization based on sequential quadratic programming ... intended for the computation of the optimal control of timedependent nonlinear systems of PDEs ... derivatives, the PDEs are converted into a large system of ordinary differential equations or DAEs...

HSL
 Referenced in 268 articles
[sw00418]
 stateoftheart packages for largescale scientific computation written and developed ... processors. If you are interested in our optimization or nonlinear equation solving packages, our work...

DIP
 Referenced in 18 articles
[sw09870]
 algorithms for use in solving largescale discrete optimization problems. The framework provides a simple...

PLCP
 Referenced in 204 articles
[sw04795]
 based on Newton steps on the perturbed optimality system ... either SCILAB or matlab for solving large scale linear programming problems. It can be freely...

APOGEE
 Referenced in 32 articles
[sw08451]
 recent work globally optimized two classes of largescale pooling problems: a generalized pooling problem ... regulations into constraints. The pooling problems were optimized using a piecewise linear scheme that activates...

SVMTorch
 Referenced in 67 articles
[sw12121]
 SVMTorch: Support vector machines for largescale regression problems. Support Vector Machines (SVMs) for regression ... problems are trained by solving a quadratic optimization problem which needs on the order ... Light proposed by T. Joachims [“Making largescale support vector machine learning practical...

OSiL
 Referenced in 10 articles
[sw07617]
 computer language for representing instances of largescale optimization problems including linear programs, mixedinteger...

MSS
 Referenced in 6 articles
[sw08530]
 BFGS TrustRegion Subproblems for LargeScale Optimization. A MATLAB implementation of the MoréSorensen ... into an LBFGS setting for largescale optimization. The MSS method makes ... proposed stable fast direct method for solving large shifted BFGS systems of equations ... matrixfree iterative method for largescale optimization. Numerical experiments on the CUTEr...

UNAMALLA
 Referenced in 7 articles
[sw13144]
 meshes are generated via a nonlinear largescale optimization procedure, starting from an initial mesh ... diverse subjects such as linear algebra, large scale optimization methods and computer geometry, among others...

SQOPT
 Referenced in 18 articles
[sw07860]
 SNOPT package for largescale nonlinearly constrained optimization. The source code is reentrant...

Theano
 Referenced in 70 articles
[sw05894]
 efficient symbolic differentiation, speed and stability optimizations, dynamic C code generation, and extensive unittesting ... selfverification. Theano has been powering largescale computationally intensive scientific investigations since...