http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
Modeling languages in mathematical optimization
1 online resource (xxx, 407 pages) : illustrations.
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 today's modeling languages in mathematical optimization. It demonstrates the strengths and characteristic features of such languages and provides a bridge for researchers, practitioners and students into a new world: solving real optimization problems with the most advances modeling systems.
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.
Includes bibliographical references (pages [383]-402) and index.
Programming languages (Electronic computers)
Lenguajes de programación (Computadoras electrónicas)