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Optimization Methods

From Theory to Design Scientific and Technological Aspects in Mechanics

Optimization Methods by Marco Cavazzuti
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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.
Springer Berlin Heidelberg; September 2012
271 pages; ISBN 9783642311871
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Title: Optimization Methods
Author: Marco Cavazzuti
 
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ISBNs
3642311873
9783642311864
9783642311871