• Optimization Toolbox

  • Referenced in 288 articles [sw10828]
  • Toolbox Product Description: Solve linear, quadratic, integer, and nonlinear optimization problems. Optimization Toolbox™ provides functions ... constraints. The toolbox includes solvers for linear programming, mixed-integer linear programming, quadratic programming, nonlinear...
  • KNITRO

  • Referenced in 180 articles [sw00490]
  • effective for solving linear, quadratic, and nonlinear smooth optimization problems, both convex and nonconvex ... nonlinear regression, problems with complementarity constraints (MPCCs or MPECs), and mixed-integer programming (MIPs), particular...
  • SHOT

  • Referenced in 11 articles [sw15630]
  • deterministic algorithm for solving convex mixed-integer nonlinear programming (MINLP) problems is presented in this ... defined by linear and nonlinear constraints. A sequence of linear or quadratic integer-relaxed subproblems ... first solved to rapidly generate a tight linear relaxation of the original MINLP problem. After ... algorithm solves a sequence of mixed-integer linear programming or mixed-integer quadratic programming subproblems...
  • Pyomo

  • Referenced in 46 articles [sw04910]
  • formulate algebraic expressions that define objectives and constraints. Moreover, Pyomo can be used from ... with a tutorial on simple linear and integer programming models. Information needed to install ... final chapters cover advanced topics such as nonlinear models, stochastic models, and scripting examples...
  • SO-I

  • Referenced in 10 articles [sw10100]
  • surrogate model algorithm for expensive nonlinear integer programming problems including global optimization applications. This paper ... based algorithm SO-I for solving purely integer optimization problems that have computationally expensive black ... functions and that may have computationally expensive constraints. The algorithm was developed for solving global ... many local optimization problems, and problems with linear objective functions. The performance...
  • Alpine.jl

  • Referenced in 1 article [sw34677]
  • integer nonlinear programs (MINLP) with multi-linear terms. In the first stage, we exploit Constraint...
  • TOMSYM

  • Referenced in 3 articles [sw06288]
  • TOMLAB class for modeling optimization, constraint programming and optimal control problems in MATLAB, originally developed ... problem types, including: Linear and quadratic programming Nonlinear and semidefinite programming Least squares problem ... Infinity norm) Mixed-integer programming The internal engine (parser) provides for a number of advantages...
  • MILANO

  • Referenced in 2 articles [sw05166]
  • linear and nonlinear optimizer), a Matlab-based toolbox for solving mixed- integer optimization problems ... programming problems and non- linear programs with second-order cone constraints. Numerical results from portfolio...
  • bilevel

  • Referenced in 3 articles [sw25305]
  • Efficiently solving linear bilevel programming problems using off-the-shelf optimization software. Many optimization models ... bilevel problems. Bilevel optimization problems are mathematical programs where a subset of variables is constrained ... optimal solution of another mathematical program. Due to the lack of optimization software that ... satisfy the standard constraint qualifications and therefore, nonlinear solvers may fail to provide even local...
  • pycombina

  • Referenced in 1 article [sw38177]
  • nonlinear switched systems often leads via discretization to Mixed-Integer Non-Linear Programs (MINLPs), which ... problem, which is a Mixed-Integer Linear Program (MILP) that can be solved either approximately ... variety of additional and complex combinatorial constraints. In this work, we provide a comprehensive introduction...
  • ADOL-C

  • Referenced in 242 articles [sw00019]
  • ADOL-C: Automatic Differentiation of C/C++. We present...
  • ALPS

  • Referenced in 15 articles [sw00036]
  • This paper describes the design of the Abstract...
  • ATLAS

  • Referenced in 197 articles [sw00056]
  • This paper describes the Automatically Tuned Linear Algebra...
  • BARON

  • Referenced in 324 articles [sw00066]
  • BARON is a computational system for solving nonconvex...
  • cdd

  • Referenced in 112 articles [sw00114]
  • The program cdd+ (cdd, respectively) is a C...
  • CGAL

  • Referenced in 362 articles [sw00118]
  • The goal of the CGAL Open Source Project...
  • CoCoA

  • Referenced in 634 articles [sw00143]
  • CoCoA is a system for Computations in Commutative...
  • Coq

  • Referenced in 1818 articles [sw00161]
  • Coq is a formal proof management system. It...
  • CSDP

  • Referenced in 200 articles [sw00169]
  • CSDP, A C Library for Semidefinite Programming. This...
  • DEA

  • Referenced in 242 articles [sw00194]
  • Data Envelopment Analysis (DEA) is becoming an increasingly...