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Modeling languages in mathematical optimization /

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This volume presents a unique combination of modeling and solving real world optimization problems. It is the only book which treats systematically the major modeling languages and systems used to solve mathematical optimization problems, and it also provides a useful overview and orientation of tod...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Kallrath, Josef
Format: eBook
Language:English
Published: Boston : Kluwer Academic Publishers, [2004]
Series:Applied optimization ; v. 88.
Subjects:
Mathematical optimization > Computer simulation.
Modeling languages (Computer science)
Programming languages (Electronic computers)
Optimización matemática > Simulación por computadora.
Lenguajes de programación (Computadoras electrónicas)
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • PART I. THEORETICAL AND PRACTICAL CONCEPTS OF MODELING LANGUAGES
  • Mathematical optimization and the role of modeling languages / Josef Kallrath
  • Models and the history of modeling / Hermann Schichl
  • Mathematical model building / Arnold Neumaier
  • Theoretical concepts and design of modeling languages / Hermann-Schichl
  • The importance of modeling languages for solving real-world problems / Josef Kallrath, Josef Liesenfeld
  • PART II. THE MODELING LANGUAGES IN DETAIL
  • The modeling language AIMMS / Johannes Bisschop, Marcel Roelofs
  • Design principles and new developments in the AMPL modeling language / Robert Fourer, David M. Gay, Brian W. Kernighan
  • Gerneral algebraic modeling system (GAMS) / Michael R. Bussieck, Alex Meeraus
  • The LINGO algebraic modeling language / Kevin Cunningham, Linus Schrage
  • The LPL modeling language / Tony Hürlimann
  • The MINOPT modeling language / Carl A. Schweiger, Christodoulos A. Floudas
  • Mosel: a modular environment for modeling and solving optimization problems / Yves Colombani ... [et al.]
  • The MPL modeling system / Bjarni Kristjansson, Denise Lee
  • The optimization systems MPSX and OSL / Kurt Spielberg
  • The NOP-2 modeling language / Hermann Schichl, Arnold Neumaier
  • The OMNI modeling system / Larry Haverly
  • The OPL studio modeling system / Pascal Van Hentenryck ... [et al.]
  • PCOMP: a modeling language for nonlinear programs with automatic differentiation / Klaus Schittkowski
  • The TOMLAB optimization environment / Kenneth Holmström, Marcus M. Edvall.
  • PART III. THE FUTURE OF MODELING SYSTEMS
  • The future of modeling languages and modeling systems / Josef Kallrath.