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Modeling Languages in Mathematical Optimization : Applied Optimization - Josef Kallrath

Modeling Languages in Mathematical Optimization

Applied Optimization

By: Josef Kallrath (Editor)

Hardcover Published: January 2004
ISBN: 9781402075476
Number Of Pages: 408

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This volume presents a unique combination of modeling andsolving real world optimization problems. It is the only book whichtreats systematically the major modeling languages and systems used tosolve mathematical optimization problems, and it also provides auseful overview and orientation of today's modeling languages inmathematical optimization. It demonstrates the strengths andcharacteristic features of such languages and provides a bridge forresearchers, practitioners and students into a new world: solving realoptimization problems with the most advances modeling systems."Audience: " This volume is suitable for mathematical programmingresearchers, scientists in various disciplines who use optimizationmethods to model and solve problems, operations researchpractitioners, supply chain management consultants and decision makersin the area of tool selection for optimization tasks as well asstudents and graduates in mathematics, science, operations researchand business.

List of Figures
List of Tables
Preface
Contributing Authors
Introduction
Mathematical Optimization and the Role of Modeling Languagesp. 3
Models and the History of Modelingp. 25
Mathematical Model Buildingp. 37
Theoretical Concepts and Design of Modeling Languagesp. 45
The Importance of Modeling Languages for Solving Real-World Problemsp. 63
The Modeling Language AIMMSp. 71
Design Principles and New Developments in the AMPL Modeling Languagep. 105
General Algebraic Modeling System (GAMS)p. 137
The LINGO Algebraic Modeling Languagep. 159
The LPL Modeling Languagep. 173
The MINOPT Modeling Languagep. 185
Mosel: A Modular Environment for Modeling and Solving Optimization Problemsp. 211
The MPL Modeling Systemp. 239
The Optimization System MPSX and OSLp. 267
The NOP-2 Modeling Languagep. 279
The OMNI Modeling Systemp. 293
The OPL Studio Modeling Systemp. 307
PCOMP: A Modeling Language for Nonlinear Programs with Automatic Differentiationp. 351
The Tomlab Optimization Environmentp. 369
The Future of Modeling Languages and Modeling Systemsp. 379
Referencesp. 383
Indexp. 403
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9781402075476
ISBN-10: 1402075472
Series: Applied Optimization
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 408
Published: January 2004
Publisher: Springer-Verlag New York Inc.
Country of Publication: US
Dimensions (cm): 23.5 x 15.5  x 2.54
Weight (kg): 1.75