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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Technik Allg. & Lexika Decomposition Techniques in Mathematical Programming
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Decomposition Techniques in Mathematical Programming
Antonio J. Conejo, Enrique Castillo, Roberto Minguez, Raquel Garcia-Bertrand (Gebundene Ausgabe, Englisch)
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Beschreibung
Optimization plainly dominates the design, planning, operation, and c- trol of engineering systems. This is a book on optimization that considers particular cases of optimization problems, those with a decomposable str- ture that can be advantageously exploited. Those decomposable optimization problems are ubiquitous in engineering and science applications. The book considers problems with both… complicating constraints and complicating va- ables, and analyzes linear and nonlinear problems, with and without in- ger variables. The decomposition techniques analyzed include Dantzig-Wolfe, Benders, Lagrangian relaxation, Augmented Lagrangian decomposition, and others. Heuristic techniques are also considered. Additionally, a comprehensive sensitivity analysis for characterizing the solution of optimization problems is carried out. This material is particularly novel and of high practical interest. This book is built based on many clarifying, illustrative, and compu- tional examples, which facilitate the learning procedure. For the sake of cl- ity, theoretical concepts and computational algorithms are assembled based on these examples. The results are simplicity, clarity, and easy-learning. We feel that this book is needed by the engineering community that has to tackle complex optimization problems, particularly by practitioners and researchersinEngineering,OperationsResearch,andAppliedEconomics.The descriptions of most decomposition techniques are available only in complex and specialized mathematical journals, di?cult to understand by engineers. A book describing a wide range of decomposition techniques, emphasizing problem-solving, and appropriately blending theory and application, was not previously available. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
10.01.2006
Sprache
Englisch
EAN
9783540276852
Herausgeber
Springer Berlin
Sonderedition
Nein
Autor
Antonio J. Conejo, Enrique Castillo, Roberto Minguez, Raquel Garcia-Bertrand
Seitenanzahl
542
Auflage
1
Einbandart
Gebundene Ausgabe
Buch Untertitel
Engineering and Science Applications
Schlagwörter
Decomposition Techniques, Nonstandard Optimization Methods, Operations Research, algorithm, algorithms, calculus, civil engineering, linear optimization, mathematical programming, nonlinear optimization, optimization, programming
Thema-Inhalt
TBJ - Mathematik für Ingenieure
KJT - Unternehmensforschung
KJMD - Management: Entscheidungstheorie
PBW - Angewandte Mathematik
Höhe
297 mm
Breite
21 cm
Hersteller: Springer Nature Customer Service Center GmbH, ProductSafety@springernature.com
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