Optimization Methods

From Theory to Design Scientific and Technological Aspects in Mechanics

Nonfiction, Science & Nature, Technology, Industrial Design, Mathematics, Applied
Cover of the book Optimization Methods by Marco Cavazzuti, Springer Berlin Heidelberg
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Author: Marco Cavazzuti ISBN: 9783642311871
Publisher: Springer Berlin Heidelberg Publication: September 14, 2012
Imprint: Springer Language: English
Author: Marco Cavazzuti
ISBN: 9783642311871
Publisher: Springer Berlin Heidelberg
Publication: September 14, 2012
Imprint: Springer
Language: English

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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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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