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Optimization Methods

From Theory to Design Scientific and Technological Aspects in Mechanics

Springer Berlin,
Buch
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Kurzbeschreibung

Part one of this book offers comprehensive advice on methods and techniques for experiment design, modeling and optimization. The second part presents practical applications, focused mainly in the field of thermodynamics and fluid dymanics.

Details
Schlagworte
Hauptbeschreibung

Titel: Optimization Methods
Autoren/Herausgeber: Marco Cavazzuti
Ausgabe: 2013

ISBN/EAN: 9783642441622

Seitenzahl: 262
Format: 23,5 x 15,5 cm
Produktform: Taschenbuch/Softcover
Gewicht: 433 g
Sprache: Englisch

This book is about optimization techniques and is subdivided into two parts. In the first part a wide overview on optimization theory is presented. Optimization is presented as being composed of five topics, namely: design of experiment, response surface modeling, deterministic optimization, stochastic optimization, and robust engineering design. Each chapter, after presenting the main techniques for each part, draws application oriented conclusions including didactic examples. In the second part some applications are presented to guide the reader through the process of setting up a few optimization exercises, analyzing critically the choices which are made step by step, and showing how the different topics that constitute the optimization theory can be used jointly in an optimization process. The applications which are presented are mainly in the field of thermodynamics and fluid dynamics due to the author's background.

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