• BB

  • Referenced in 32 articles [sw08074]
  • package BB: Solving and Optimizing Large-Scale Nonlinear Systems. Barzilai-Borwein 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 large-scale 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 large-scale, sparse, nonlinear optimization problems with millions of variables ... driven design and development philosophy. Two large-scale 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 1,904,711-city instance (World...
  • SPGL1

  • Referenced in 159 articles [sw08365]
  • SPGL1: A solver for large-scale sparse reconstruction: Probing the Pareto frontier for basis pursuit ... parameter determines a curve that traces the optimal trade-off between the least-squares ... 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 Large-scale Unconstrained Optimization CG+ is a Conjugate Gradient code for solving large...
  • PENSDP

  • Referenced in 21 articles [sw05119]
  • second-order methods for large-scale 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 large-scale 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 time-dependent partial ... equations (DAEs) with a package for large scale optimization based on sequential quadratic programming ... intended for the computation of the optimal control of time-dependent 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]
  • state-of-the-art packages for large-scale 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 large-scale 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 large-scale 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 large-scale 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 large-scale support vector machine learning practical...
  • OSiL

  • Referenced in 10 articles [sw07617]
  • computer language for representing instances of large-scale optimization problems including linear programs, mixed-integer...
  • MSS

  • Referenced in 6 articles [sw08530]
  • BFGS Trust-Region Subproblems for Large-Scale Optimization. A MATLAB implementation of the Moré-Sorensen ... into an L-BFGS setting for large-scale optimization. The MSS method makes ... proposed stable fast direct method for solving large shifted BFGS systems of equations ... matrix-free iterative method for large-scale optimization. Numerical experiments on the CUTEr...
  • UNAMALLA

  • Referenced in 7 articles [sw13144]
  • meshes are generated via a nonlinear large-scale 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 large-scale nonlinearly constrained optimization. The source code is re-entrant...
  • Theano

  • Referenced in 70 articles [sw05894]
  • efficient symbolic differentiation, speed and stability optimizations, dynamic C code generation, and extensive unit-testing ... self-verification. Theano has been powering large-scale computationally intensive scientific investigations since...