Optimization for Industrial Problems

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Sprache: Englisch

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Beschreibung

Industrial optimization lies on the crossroads between mathematics, computer science, engineering and management. This book presents these fields in interdependence as a conversation between theoretical aspects of mathematics and computer science and the mathematical field of optimization theory at a practical level. The 19 case studies that were conducted by the author in real enterprises in cooperation and co-authorship with some of the leading industrial enterprises, including RWE, Vattenfall, EDF, PetroChina, Vestolit, Sasol, and Hella, illustrate the results that may be reasonably expected from an optimization project in a commercial enterprise. The book is aimed at persons working in industrial facilities as managers or engineers; it is also suitable for university students and their professors as an illustration of how the academic material may be used in real life. It will not make its reader a mathematician but it will help its reader in improving his plant.

Über den Autor

Dr. Patrick Bangert, algorithmica technologies GmbH, Bremen, Germany

Zusammenfassung

Presentation of modern methods to solve real and pressing industrial optimization problems in a practical way together with real-life examples

With examples usually hard to come by or not published at all

Presents new methods or new results about existing methods to information science

Includes supplementary material: [...]

Inhaltsverzeichnis

Overview of Heuristic Optimization.- Statistical Analysis in Solution Space.- Project Management.- Pre-processing: Cleaning up Data.- Data Mining: Knowledge from Data.- Modeling: Neural Networks.- Optimization: Simulated Annealing.- The Human Aspect in Sustainable Change and Innovation.

Details

Erscheinungsjahr:	2012
Fachbereich:	Allgemeines
Genre:	Mathematik , Medizin , Naturwissenschaften , Technik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	xxii 246 S. 34 s/w Illustr. 30 farbige Illustr. 246 p. 64 illus. 30 illus. in color.
ISBN-13:	9783642249730
ISBN-10:	3642249736
Sprache:	Englisch
Herstellernummer:	80134086
Einband:	Kartoniert / Broschiert
Autor:	Bangert, Patrick
Hersteller:	Springer-Verlag GmbH Springer Berlin Heidelberg
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	235 x 155 x 15 mm
Von/Mit:	Patrick Bangert
Erscheinungsdatum:	05.01.2012
Gewicht:	0,411 kg