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CPLEX, the Glossary

Index CPLEX

IBM ILOG CPLEX Optimization Studio (often informally referred to simply as CPLEX) is an optimization software package.[1]

Table of Contents

  1. 27 relations: AIMMS, AMPL, C (programming language), C Sharp (programming language), C++, FICO Xpress, General algebraic modeling system, GNU Linear Programming Kit, Gurobi Optimizer, IBM, ILOG, Integer programming, Interior-point method, Java (programming language), Linear programming, List of numerical-analysis software, Mathematical optimization, Optimization Programming Language, OptimJ, Proprietary software, Python (programming language), Quadratic programming, Robert Bixby, Second-order cone programming, Simplex algorithm, TOMLAB, Zuse Institute Berlin.

AIMMS

AIMMS (acronym for Advanced Interactive Multidimensional Modeling System) is a prescriptive analytics software company with offices in the Netherlands, United States and Singapore. CPLEX and AIMMS are mathematical optimization software.

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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). CPLEX and AMPL are mathematical optimization software.

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C (programming language)

C (pronounced – like the letter c) is a general-purpose programming language.

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C Sharp (programming language)

C# is a general-purpose high-level programming language supporting multiple paradigms.

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C++

C++ (pronounced "C plus plus" and sometimes abbreviated as CPP) is a high-level, general-purpose programming language created by Danish computer scientist Bjarne Stroustrup.

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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. CPLEX and FICO Xpress are mathematical optimization software.

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General algebraic modeling system

The general algebraic modeling system (GAMS) is a high-level modeling system for mathematical optimization. CPLEX and general algebraic modeling system are mathematical optimization software.

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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. CPLEX and GNU Linear Programming Kit are mathematical optimization software.

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Gurobi Optimizer

Gurobi Optimizer is a prescriptive analytics platform and a decision-making technology developed by Gurobi Optimization, LLC. CPLEX and Gurobi Optimizer are mathematical optimization software.

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IBM

International Business Machines Corporation (using the trademark IBM), nicknamed Big Blue, is an American multinational technology company headquartered in Armonk, New York and present in over 175 countries.

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ILOG

ILOG S.A. was an international software company purchased and incorporated into IBM announced in January, 2009.

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Integer programming

An integer programming problem is a mathematical optimization or feasibility program in which some or all of the variables are restricted to be integers.

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Interior-point method

Interior-point methods (also referred to as barrier methods or IPMs) are algorithms for solving linear and non-linear convex optimization problems.

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Java (programming language)

Java is a high-level, class-based, object-oriented programming language that is designed to have as few implementation dependencies as possible.

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Linear programming

Linear programming (LP), also called linear optimization, is a method to achieve the best outcome (such as maximum profit or lowest cost) in a mathematical model whose requirements and objective are represented by linear relationships.

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List of numerical-analysis software

Listed here are notable end-user computer applications intended for use with numerical or data analysis.

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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.

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Optimization Programming Language

Optimization Programming Language (OPL) is an algebraic modeling language for mathematical optimization models, which makes the coding easier and shorter than with a general-purpose programming language. CPLEX and optimization Programming Language are mathematical optimization software.

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OptimJ

OptimJ is an extension for Java with language support for writing optimization models and abstractions for bulk data processing. CPLEX and optimJ are mathematical optimization software.

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Proprietary software

Proprietary software is software that grants its creator, publisher, or other rightsholder or rightsholder partner a legal monopoly by modern copyright and intellectual property law to exclude the recipient from freely sharing the software or modifying it, and—in some cases, as is the case with some patent-encumbered and EULA-bound software—from making use of the software on their own, thereby restricting their freedoms.

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Python (programming language)

Python is a high-level, general-purpose programming language.

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Quadratic programming

Quadratic programming (QP) is the process of solving certain mathematical optimization problems involving quadratic functions.

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Robert Bixby

Robert E. Bixby is an American mathematician, the Noah Harding Professor Emeritus of Computational and Applied Mathematics at Rice University.

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Second-order cone programming

A second-order cone program (SOCP) is a convex optimization problem of the form where the problem parameters are f \in \mathbb^n, \ A_i \in \mathbb^, \ b_i \in \mathbb^, \ c_i \in \mathbb^n, \ d_i \in \mathbb, \ F \in \mathbb^, and g \in \mathbb^p.

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Simplex algorithm

In mathematical optimization, Dantzig's simplex algorithm (or simplex method) is a popular algorithm for linear programming.

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TOMLAB

The TOMLAB Optimization Environment is a modeling platform for solving applied optimization problems in MATLAB. CPLEX and TOMLAB are mathematical optimization software.

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Zuse Institute Berlin

The Zuse Institute Berlin (abbreviated ZIB, or Konrad-Zuse-Zentrum für Informationstechnik Berlin) is a research institute for applied mathematics and computer science on the campus of Freie Universität Berlin in Dahlem, Berlin, Germany.

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References

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

Also known as ILOG CPLEX, OPL Development Studio.