• OSL

  • Referenced in 107 articles [sw09295]
  • Implementing interior point linear programming methods in the Optimization Subroutine Library. This paper discusses ... methods for linear programming within the framework of the IBM Optimization Subroutine Library. This class...
  • DAKOTA

  • Referenced in 77 articles [sw05202]
  • surrogate-based optimization, mixed integer nonlinear programming, or optimization under uncertainty. By employing object-oriented...
  • MCS

  • Referenced in 74 articles [sw14657]
  • Matlab program for bound constrained global optimization using function values only, based on a multilevel ... local search is done via sequential quadratic programming...
  • SOCS

  • Referenced in 146 articles [sw07737]
  • trajectory optimization, chemical process control and machine tool path definition. Sparse Nonlinear Programming exploits state ... linear algebra technology to solve very large optimization problems orders of magnitude faster than traditional ... efficiently on desktop computers. The Sparse Nonlinear Programming software is available as an integral part...
  • GloptiPoly

  • Referenced in 322 articles [sw04343]
  • optimization, probability, financial economics and optimal control, can be viewed as particular instances ... build up a hierarchy of semidefinite programming (SDP), or linear matrix inequality (LMI) relaxations ... whose associated monotone sequence of optimal values converges to the global optimum...
  • NLPQL

  • Referenced in 133 articles [sw08457]
  • sequential quadratic programming method for solving nonlinearly constrained optimization problems with differentiable objective and constraint ... direction is the solution of a quadratic programming subproblem. This paper discusses the organization...
  • DOT

  • Referenced in 62 articles [sw14223]
  • library into their own program. DOT provides the optimization technology, while the rest ... program has to provide the required function evaluations needed to perform the optimization. These function...
  • MISER3

  • Referenced in 84 articles [sw04190]
  • suite of Fortran programs for solving continuous and discrete-time optimal control problems, optimal parameter ... then converts the problem into a nonlinear programming problem which is solved using a sequential...
  • SparsePOP

  • Referenced in 66 articles [sw04331]
  • SparsePOP: a sparse semidefinite programming relaxation of polynomial optimization problems. SparsePOP is a Matlab implementation ... sparse semidefinite programming (SDP) relaxation method for approximating a global optimal solution of a polynomial...
  • SCIP

  • Referenced in 536 articles [sw01091]
  • also a framework for constraint integer programming and branch-cut-and-price. It allows ... solver. SCIP is part of the SCIP Optimization Suite, which also contains the LP solver...
  • Soot

  • Referenced in 29 articles [sw09122]
  • typed 3-address intermediate representation suitable for optimization; and Grimp, an aggregated version of Jimple ... have implemented intraprocedural and whole program optimizations. To show that whole program bytecode optimization...
  • Stan

  • Referenced in 286 articles [sw10200]
  • Probability and Sampling. Stan is a probabilistic programming language implementing full Bayesian statistical inference with ... penalized maximum likelihood estimation with Optimization (BFGS). Stan is coded in C++ and runs...
  • LPbook

  • Referenced in 51 articles [sw31782]
  • Linear programming. Foundations and extensions. This is an introduction to the field of optimization ... book emphasizes constrained optimization, beginning with a substantial treatment of linear programming, and proceeding ... network flows, integer programming, quadratic programming, and convex optimization. The book is carefully written. Specific ... Moreover, the book underscores the purpose of optimization: to solve practical problems on a computer...
  • SciPy

  • Referenced in 753 articles [sw06293]
  • very popular conference on scientific programming with Python. The SciPy library depends on NumPy, which ... such as routines for numerical integration and optimization. Together, they run on all popular operating...
  • COMET

  • Referenced in 80 articles [sw03051]
  • illustrated by the novel application areas for optimization technology, which range from supply chain management ... scheduling. Over the last two decades, constraint programming has emerged as a fundamental methodology ... variety of combinatorial problems, and rich constraint programming languages have been developed for expressing ... method for solving combinatorial optimization problems that combines constraint programming and local search, using constraints...
  • L1-MAGIC

  • Referenced in 32 articles [sw12430]
  • MATLAB routines for solving the convex optimization programs central to compressive sampling. The algorithms...
  • CVXOPT

  • Referenced in 65 articles [sw04321]
  • software package for convex optimization based on the Python programming language. It can be used ... make the development of software for convex optimization applications straightforward by building on Python ... strengths of Python as a high-level programming language...
  • MAPCLUS

  • Referenced in 31 articles [sw20021]
  • squares method combined with a mathematical programming optimization procedure based on a penalty function approach...
  • ANTIGONE

  • Referenced in 101 articles [sw09241]
  • evolution of the Global Mixed-Integer Quadratic Optimizer, GloMIQO, to general nonconvex terms. The purpose ... integer quadratically-constrained quadratic program and mixed-integer signomial optimization computational frameworks. To demonstrate...
  • NLPLIB

  • Referenced in 30 articles [sw03199]
  • presents the toolbox NLPLIB TB 1.0 (NonLinear Programming LIBrary); a set of Matlab solvers, test ... computational utilities for unconstrained and constrained optimization, quadratic programming, unconstrained and constrained nonlinear least squares ... boxbounded global optimization, global mixed- integer nonlinear programming, and exponential sum model fitting. NLPLIB ... toolbox OPERA TB for linear and discrete optimization, is a part of TOMLAB; an environment...