• VRP

  • Referenced in 1128 articles [sw05207]
  • years ago, this problem consists in designing the optimal set of routes for fleet ... technical reports, many different variants of the problem, alternative algorithms and techniques for solving...
  • LMI toolbox

  • Referenced in 1468 articles [sw06383]
  • control engineering to system identification and structural design. The LMI Control Toolbox implements state ... solvers are significantly faster than classical convex optimization algorithms, it should be kept in mind ... Riccati equation. For instance, problems with a thousand design variables typically take over an hour ... today’s workstations. However, research on LMI optimization is still very active and substantial speed...
  • GAMS

  • Referenced in 881 articles [sw04978]
  • specifically designed for modeling linear, nonlinear and mixed integer optimization problems. The system is especially...
  • Ipopt

  • Referenced in 787 articles [sw04808]
  • optimization. It is designed to find (local) solutions of mathematical optimization problems of the from...
  • CUTEr

  • Referenced in 612 articles [sw04010]
  • optimization and linear algebra solvers. The package contains a collection of test problems, along with ... help developers design, compare and improve new and existing solvers. The test problems provided ... manipulated to provide tools suitable for testing optimization packages. Ready-to-use interfaces to existing...
  • Mosek

  • Referenced in 509 articles [sw04618]
  • tool for solving mathematical optimization problems. Some examples of problems MOSEK can solve are linear ... programs, quadratic programs, conic problems and mixed integer problems. Such problems occurs frequently in Financial ... portfolio management, Supply chain management, Analog chip design, Forestry and farming, Medical and hospital management ... strengths of the linear and conic optimizers in MOSEK, then MOSEK is currently employed widely...
  • XPRESS

  • Referenced in 235 articles [sw04834]
  • optimization applications that solve real-world challenges. FICO Xpress helps organizations solve bigger problems, design ... decisions in virtually any business scenario. Xpress Optimization Suite includes two types of tools: model...
  • SNOPT

  • Referenced in 556 articles [sw02300]
  • optimization problems with smooth nonlinear functions in the objective and constraints. Here we consider problems ... explicit provision for infeasibility in the original problem and the QP subproblems. SNOPT ... solving the QP subproblems. It is designed for problems with many thousands of constraints ... important application is to trajectory optimization in the aerospace industry. Numerical results are given...
  • DFO

  • Referenced in 130 articles [sw04737]
  • evaluation procedures. Such optimization problems arise ,for example, in engineering design, where the objective function...
  • LAPACK

  • Referenced in 1713 articles [sw00503]
  • useful floating-point operations. LAPACK addresses this problem by reorganizing the algorithms to use block ... innermost loops. These block operations can be optimized for each architecture to account ... fastest possible performance, LAPACK requires that highly optimized block matrix operations be already implemented ... Basic Linear Algebra Subprograms (BLAS). LAPACK is designed at the outset to exploit the Level...
  • ABACUS

  • Referenced in 117 articles [sw02948]
  • software developer to concentrate merely on the problem specific parts, i.e., the separation of cutting ... algorithms. It is designed both for general mixed integer optimization problems and for combinatorial optimization ... framework. Simple reuse of code and the design of abstract data structures and algorithms...
  • Scatter Search

  • Referenced in 297 articles [sw05291]
  • wide array of hard optimization problems. Scatter search constructs new trial solutions by combining ... called reference solutions and employing strategic designs that exploit context knowledge. In contrast to other ... founded on the premise that systematic designs and methods for creating new solutions afford significant ... methodology that proves effective when searching for optimal weight values in a multilayer neural network...
  • LINGO

  • Referenced in 321 articles [sw04942]
  • LINGO is a comprehensive tool designed to make building and solving Linear, Nonlinear (convex & nonconvex/Global ... Constrained, Second Order Cone, Stochastic, and Integer optimization models faster, easier and more efficient. LINGO ... expressing optimization models, a full featured environment for building and editing problems...
  • LANCELOT

  • Referenced in 310 articles [sw00500]
  • standard input for problems and the LANCELOT optimization package. Although the book is primarily concerned ... specific optimization package, the issues discussed have much wider implications for the design and implementation...
  • Scilab

  • Referenced in 175 articles [sw00834]
  • discrete optimization problems. Statistics: Tools to perform data analysis and modeling Control System Design & Analysis...
  • KNITRO

  • Referenced in 200 articles [sw00490]
  • KNITRO is a solver for nonlinear optimization. It is the most powerful and versatile solver ... essential feature. KNITRO is designed for large problems with dimensions running into the hundred thousands ... solving linear, quadratic, and nonlinear smooth optimization problems, both convex and nonconvex. It is also...
  • SU2

  • Referenced in 54 articles [sw19896]
  • solving PDE-constrained optimization problems. The toolset is designed with Computational Fluid Dynamics...
  • SSA

  • Referenced in 34 articles [sw42107]
  • Swarm Algorithm: A bio-inspired optimizer for engineering design problems. This work proposes two novel ... finding the optimal solutions for optimization problems. The results on the mathematical functions show that ... show that this algorithm can approximate Pareto optimal solutions with high convergence and coverage ... several challenging and computationally expensive engineering design problems (e.g. airfoil design and marine propeller design...
  • Manopt

  • Referenced in 124 articles [sw08493]
  • developing branch of nonlinear optimization. Its focus is on problems where the smooth geometry ... search space can be leveraged to design efficient numerical algorithms. In particular, optimization on manifolds...