Monte Carlo Methods in Fuzzy Optimization
This book is a concise and readable introduction to Monte Carlo methods to find good approximate solutions to fuzzy optimization problems. Various basic applications and illustrative examples are presented in an understandable way. The aim of the boo
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Studies in Fuzziness and Soft Computing, Volume 222 Editor-in-Chief Prof. Janusz Kacprzyk Systems Research Institute Polish Academy of Sciences ul. Newelska 6 01-447 Warsaw Poland E-mail: [email protected] Further volumes of this series can be found on our homepage: springer.com Vol. 208. Oscar Castillo, Patricia Melin, Janusz Kacprzyk, Witold Pedrycz (Eds.) Hybrid Intelligent Systems, 2007 ISBN 978-3-540-37419-0
Vol. 216. Rudolf Seising The Fuzzification of Systems, 2007 ISBN 978-3-540-71794-2
Vol. 209. Alexander Mehler, Reinhard Köhler Aspects of Automatic Text Analysis, 2007 ISBN 978-3-540-37520-3
Vol. 217. Masoud Nikravesh, Janusz Kacprzyk, Lofti A. Zadeh (Eds.) Forging New Frontiers: Fuzzy Pioneers I, 2007 ISBN 978-3-540-73181-8
Vol. 210. Mike Nachtegael, Dietrich Van der Weken, Etienne E. Kerre, Wilfried Philips (Eds.) Soft Computing in Image Processing, 2007 ISBN 978-3-540-38232-4
Vol. 218. Masoud Nikravesh, Janusz Kacprzyk, Lofti A. Zadeh (Eds.) Forging New Frontiers: Fuzzy Pioneers II, 2007 ISBN 978-3-540-73184-9
Vol. 211. Alexander Gegov Complexity Management in Fuzzy Systems, 2007 ISBN 978-3-540-38883-8
Vol. 219. Roland R. Yager, Liping Liu (Eds.) Classic Works of the Dempster-Shafer Theory of Belief Functions, 2007 ISBN 978-3-540-25381-5
Vol. 212. Elisabeth Rakus-Andersson Fuzzy and Rough Techniques in Medical Diagnosis and Medication, 2007 ISBN 978-3-540-49707-3
Vol. 220. Humberto Bustince, Francisco Herrera, Javier Montero (Eds.) Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, 2007 ISBN 978-3-540-73722-3
Vol. 213. Peter Lucas, José A. Gàmez, Antonio Salmerón (Eds.) Advances in Probabilistic Graphical Models, 2007 ISBN 978-3-540-68994-2 Vol. 214. Irina Georgescu Fuzzy Choice Functions, 2007 ISBN 978-3-540-68997-3 Vol. 215. Paul P. Wang, Da Ruan, Etienne E. Kerre (Eds.) Fuzzy Logic, 2007 ISBN 978-3-540-71257-2
Vol. 221. Gleb Beliakov, Tomasa Calvo, Ana Pradera Aggregation Functions: A Guide for Practitioners, 2007 ISBN 978-3-540-73720-9 Vol. 222. James J. Buckley, Leonard J. Jowers Monte Carlo Methods in Fuzzy Optimization, 2008 ISBN 978-3-540-76289-8
James J. Buckley and Leonard J. Jowers
Monte Carlo Methods in Fuzzy Optimization
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Authors Prof. James J. Buckley Mathematics Department University of Alabama at Birmingham Birmingham, AL 35294 USA E-mail: [email protected] Dr. Leonard J. Jowers Department of Computer and Information Sciences University of Alabama at Birmingham Birmingham, AL 35294 USA E-mail: [email protected]
ISBN 978-3-540-76289-8
e-ISBN 978-3-540-76290-4
Studies in Fuzziness and Soft Computing
ISSN 1434-9922
Library of Congress Control Number: 2007938042 c 2008 Springer-Verlag Berlin Heidelberg 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 thereo
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