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Comparison of optimization software

Index Comparison of optimization software

Given a system transforming a set of inputs to output values, described by a mathematical function f, optimization refers to the generation and selection of the best solution from some set of available alternatives, by systematically choosing input values from within an allowed set, computing the value of the function, and recording the best value found during the process. [1]

Table of Contents

  1. 29 relations: ALGLIB, AMPL, APMonitor, Artelys Knitro, Constraint (mathematics), CPLEX, Euclidean space, FICO Xpress, Function (mathematics), Gekko (optimization software), GNU Linear Programming Kit, GNU Scientific Library, IMSL Numerical Libraries, LIONsolver, List of optimization software, Math Kernel Library, Mathematical optimization, Mathematical programming with equilibrium constraints, MIDACO, NAG Numerical Library, NMath, Octeract Engine, Optimization problem, Real number, SciPy, Set (mathematics), Springer Science+Business Media, Subset, Wolfram Mathematica.

ALGLIB

ALGLIB is a cross-platform open source numerical analysis and data processing library.

See Comparison of optimization software and ALGLIB

AMPL

AMPL (A Mathematical Programming Language) is an algebraic modeling language to describe and solve high-complexity problems for large-scale mathematical computing (e.g. large-scale optimization and scheduling-type problems).

See Comparison of optimization software and AMPL

APMonitor

Advanced process monitor (APMonitor) is a modeling language for differential algebraic (DAE) equations.

See Comparison of optimization software and APMonitor

Artelys Knitro

Artelys Knitro is a commercial software package for solving large scale nonlinear mathematical optimization problems. Comparison of optimization software and Artelys Knitro are numerical software.

See Comparison of optimization software and Artelys Knitro

Constraint (mathematics)

In mathematics, a constraint is a condition of an optimization problem that the solution must satisfy.

See Comparison of optimization software and Constraint (mathematics)

CPLEX

IBM ILOG CPLEX Optimization Studio (often informally referred to simply as CPLEX) is an optimization software package.

See Comparison of optimization software and CPLEX

Euclidean space

Euclidean space is the fundamental space of geometry, intended to represent physical space.

See Comparison of optimization software and Euclidean space

FICO Xpress

The FICO Xpress optimizer is a commercial optimization solver for linear programming (LP), mixed integer linear programming (MILP), convex quadratic programming (QP), convex quadratically constrained quadratic programming (QCQP), second-order cone programming (SOCP) and their mixed integer counterparts. Comparison of optimization software and FICO Xpress are numerical software.

See Comparison of optimization software and FICO Xpress

Function (mathematics)

In mathematics, a function from a set to a set assigns to each element of exactly one element of.

See Comparison of optimization software and Function (mathematics)

Gekko (optimization software)

The GEKKO Python package solves large-scale mixed-integer and differential algebraic equations with nonlinear programming solvers (IPOPT, APOPT, BPOPT, SNOPT, MINOS).

See Comparison of optimization software and Gekko (optimization software)

GNU Linear Programming Kit

The GNU Linear Programming Kit (GLPK) is a software package intended for solving large-scale linear programming (LP), mixed integer programming (MIP), and other related problems.

See Comparison of optimization software and GNU Linear Programming Kit

GNU Scientific Library

The GNU Scientific Library (or GSL) is a software library for numerical computations in applied mathematics and science. Comparison of optimization software and GNU Scientific Library are numerical software.

See Comparison of optimization software and GNU Scientific Library

IMSL Numerical Libraries

IMSL (International Mathematics and Statistics Library) is a commercial collection of software libraries of numerical analysis functionality that are implemented in the computer programming languages C, Java, C#.NET, and Fortran.

See Comparison of optimization software and IMSL Numerical Libraries

LIONsolver

LIONsolver is an integrated software for data mining, business intelligence, analytics, and modeling and reactive business intelligence approach. Comparison of optimization software and LIONsolver are numerical software.

See Comparison of optimization software and LIONsolver

List of optimization software

Given a transformation between input and output values, described by a mathematical function, optimization deals with generating and selecting the best solution from some set of available alternatives, by systematically choosing input values from within an allowed set, computing the output of the function and recording the best output values found during the process.

See Comparison of optimization software and List of optimization software

Math Kernel Library

Intel oneAPI Math Kernel Library (Intel oneMKL), formerly know as Intel Math Kernel Library, is a library of optimized math routines for science, engineering, and financial applications. Comparison of optimization software and math Kernel Library are numerical software.

See Comparison of optimization software and Math Kernel Library

Mathematical optimization

Mathematical optimization (alternatively spelled optimisation) or mathematical programming is the selection of a best element, with regard to some criteria, from some set of available alternatives.

See Comparison of optimization software and Mathematical optimization

Mathematical programming with equilibrium constraints

Mathematical programming with equilibrium constraints (MPEC) is the study of constrained optimization problems where the constraints include variational inequalities or complementarities.

See Comparison of optimization software and Mathematical programming with equilibrium constraints

MIDACO

MIDACO (Mixed Integer Distributed Ant Colony Optimization) is a software package for numerical optimization based on evolutionary computing. Comparison of optimization software and MIDACO are numerical software.

See Comparison of optimization software and MIDACO

NAG Numerical Library

The NAG Numerical Library is a software product developed and sold by The Numerical Algorithms Group Ltd.

See Comparison of optimization software and NAG Numerical Library

NMath

NMath is a numerical package for the Microsoft.NET Framework. Comparison of optimization software and NMath are numerical software.

See Comparison of optimization software and NMath

Octeract Engine

Octeract Engine is a proprietary massively parallel deterministic global optimization solver for general Mixed-Integer Nonlinear Programs (MINLP) and the current world record holder in MINLP performance.

See Comparison of optimization software and Octeract Engine

Optimization problem

In mathematics, engineering, computer science and economics, an optimization problem is the problem of finding the best solution from all feasible solutions.

See Comparison of optimization software and Optimization problem

Real number

In mathematics, a real number is a number that can be used to measure a continuous one-dimensional quantity such as a distance, duration or temperature.

See Comparison of optimization software and Real number

SciPy

SciPy (pronounced "sigh pie") is a free and open-source Python library used for scientific computing and technical computing.

See Comparison of optimization software and SciPy

Set (mathematics)

In mathematics, a set is a collection of different things; these things are called elements or members of the set and are typically mathematical objects of any kind: numbers, symbols, points in space, lines, other geometrical shapes, variables, or even other sets.

See Comparison of optimization software and Set (mathematics)

Springer Science+Business Media

Springer Science+Business Media, commonly known as Springer, is a German multinational publishing company of books, e-books and peer-reviewed journals in science, humanities, technical and medical (STM) publishing.

See Comparison of optimization software and Springer Science+Business Media

Subset

In mathematics, a set A is a subset of a set B if all elements of A are also elements of B; B is then a superset of A. It is possible for A and B to be equal; if they are unequal, then A is a proper subset of B. The relationship of one set being a subset of another is called inclusion (or sometimes containment).

See Comparison of optimization software and Subset

Wolfram Mathematica

Wolfram Mathematica is a software system with built-in libraries for several areas of technical computing that allow machine learning, statistics, symbolic computation, data manipulation, network analysis, time series analysis, NLP, optimization, plotting functions and various types of data, implementation of algorithms, creation of user interfaces, and interfacing with programs written in other programming languages. Comparison of optimization software and Wolfram Mathematica are numerical software.

See Comparison of optimization software and Wolfram Mathematica

References

[1] https://en.wikipedia.org/wiki/Comparison_of_optimization_software