Computational Intelligence Systems in Industrial Engineering With Re
Industrial engineering is a branch of engineering dealing with the optimization of complex processes or systems. It is concerned with the development, improvement, implementation and evaluation of production and service systems. Computational Intelligence
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Atlantis Computational Intelligence Systems Series Editors: Jie Lu Faculty of Engineering and Information Technology, University of Technology Sydney, Australia
Javier Montero Department of Statistics and Operational Research, Faculty of Mathematics Complutense University of Madrid, Spain (ISSN: 1875-7650)
Aims and scope of the series The series ‘Atlantis Computational Intelligence Systems’ aims at covering state-of-theart research and development in all fields where computational intelligence is investigated and applied. The series seeks to publish monographs and edited volumes on foundations and new developments in the field of computational intelligence, including fundamental and applied research as well as work describing new, emerging technologies originating from computational intelligence research. Applied CI research may range from CI applications in the industry to research projects in the life sciences, including research in biology, physics, chemistry and the neurosciences. All books in this series are co-published with Springer. For more information on this series and our other book series, please visit our website at: www.atlantis-press.com/publications/books
A MSTERDAM – PARIS – B EIJING c ATLANTIS PRESS
Computational Intelligence Systems in Industrial Engineering With Recent Theory and Applications Cengiz Kahraman Istanbul Technical University Department of Industrial Engineering 34367 Macka Istanbul, Turkey
A MSTERDAM – PARIS – B EIJING
Atlantis Press 8, square des Bouleaux 75019 Paris, France For information on all Atlantis Press publications, visit our website at: www.atlantis-press.com Copyright This book is published under the Creative Commons Attribution-Non-commercial license, meaning that copying, distribution, transmitting and adapting the book is permitted, provided that this is done for non-commercial purposes and that the book is attributed. This book, or any parts thereof, may not be reproduced for commercial purposes in any form or by any means, electronic or mechanical, including photocopying, recording or any information storage and retrieval system known or to be invented, without prior permission from the Publisher.
Atlantis Computational Intelligence Systems Volume 1: Linguistic Values Based Intelligent Information Processing: Theory, Methods, and Applications - Da Ruan Volume 2: Computational Intelligence in Complex Decision Systems - Da Ruan (Editor) Volume 3: Intelligence for Nonlinear Dynamics and Synchronisation - K. Kyamakya, A. Bouchachia, J.C. Chedjou Volume 4: Trust Networks for Recommender Systems - P. Victor, C. Cornelis, M. De Cock Volume 5: Answer Set Programming For Continuous Domains: A Fuzzy Logic Approach - J. Janssen, S. Schockaert, D. Vermeir, M. De Cock
ISBNs Print: E-Book: ISSN:
978-94-91216-76-3 978-94-91216-77-0 1875-7650
c 2012 ATLANTIS PRESS
I dedicate this book to Industrial Engineering Department of Istanbul Technical University, which I graduated from.
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Preface
Industrial engineering is a branch of engineering dealing with the opt
