Nonlinear optimization applications using the GAMS technology /

Nonlinear Optimization Applications Using the GAMS Technology develops a wide spectrum of nonlinear optimization applications expressed in the GAMS (General Algebraic Modeling System) language. The book is highly self-contained and is designed to present applications in a general form that can be ea...

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Detaylı Bibliyografya
Yazar: Andrei, Neculai (Yazar)
Müşterek Yazar: SpringerLink (Online service)
Materyal Türü: Ekitap
Dil:English
Baskı/Yayın Bilgisi: Boston, MA Springer US 2013.
Seri Bilgileri:Springer Optimization and Its Applications 81
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Online Erişim:Click here to view the full text content
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Özet:Nonlinear Optimization Applications Using the GAMS Technology develops a wide spectrum of nonlinear optimization applications expressed in the GAMS (General Algebraic Modeling System) language. The book is highly self-contained and is designed to present applications in a general form that can be easily understood and quickly updated or modified to represent situations from the real world.  The book emphasizes the local solutions of the large-scale, complex, continuous nonlinear optimization applications, and the abundant  examples in GAMS are highlighted by those involving ODEs, PDEs, and optimal control. The collection of these examples will be useful for software developers and testers. Chapter one presents aspects concerning the mathematical modeling process in the context of mathematical modeling technologies based on algebraic-oriented modeling languages. The GAMS technology is introduced in Chapter 2, mainly as a system for formulating and solving a large variety of general optimization models. The bulk of the 82 nonlinear optimization applications is given in Chapter 3. This book  is primarily intended to serve as a reference for graduate students and for scientists working in various disciplines of industry/mathematical programming that use optimization methods to model and solve problems.  It is also well suited as supplementary material for seminars in optimization, operations research, and decision making, to name a few.
Fiziksel Özellikler:1 online resource (XXII, 340 pages) 171 illustration, 149 illustration in colour.
ISBN:9781461467977
ISSN:1931-6828