Neural Networks and Micromechanics

Micromechanical manufacturing based on microequipment creates new possibi- ties in goods production. If microequipment sizes are comparable to the sizes of the microdevices to be produced, it is possible to decrease the cost of production drastically. The

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Neural Networks and Micromechanics

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Neural Networks and Micromechanics

Ernst Kussul Tatiana Baidyk Donald C. Wunsch l

l

Neural Networks and Micromechanics

Prof. Ernst Kussul Center of Applied Research and Technological Development Autonomous National University of Mexico (UNAM) Mexico [email protected]

Prof. Tatiana Baidyk Center of Applied Research and Technological Development Autonomous National University of Mexico (UNAM) Mexico [email protected]

Prof. Donald C. Wunsch II Dept. of Electrical and Computer Engineering Missouri University of Science and Technology Rolla, USA [email protected]

ACM Computing Classification (1998): I.2, I.4, I.5, C.3 ISBN: 978-3-642-02534-1 e-ISBN: 978-3-642-02535-8 DOI 10.1007/978-3-642-02535-8 Springer Heidelberg Dordrecht London New York Library of Congress Control Number: 2009938014 # Springer-Verlag Berlin Heidelberg 2010 This work is subject to copyright. All rights are reserved, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilm or in any other way, and storage in data banks. Duplication of this publication or parts thereof is permitted only under the provisions of the German Copyright Law of September 9, 1965, in its current version, and permission for use must always be obtained from Springer. Violations are liable to prosecution under the German Copyright Law. The use of general descriptive names, registered names, trademarks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. Cover design: KuenkelLopka, Heidelberg, Germany Printed on acid-free paper Springer is part of Springer Science+Business Media (www.springer.com)

Preface

Micromechanical manufacturing based on microequipment creates new possibilities in goods production. If microequipment sizes are comparable to the sizes of the microdevices to be produced, it is possible to decrease the cost of production drastically. The main components of the production cost - material, energy, space consumption, equipment, and maintenance - decrease with the scaling down of equipment sizes. To obtain really inexpensive production, labor costs must be reduced to almost zero. For this purpose, fully automated microfactories will be developed. To create fully automated microfactories, we propose using artificial neural networks