Fuzzy and Neuro-Fuzzy Intelligent Systems
Intelligence systems. We perfonn routine tasks on a daily basis, as for example: • recognition of faces of persons (also faces not seen for many years), • identification of dangerous situations during car driving, • deciding to buy or sell stock, • readin
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Studies in Fuzziness and Soft Computing Editor-in-chief Prof. Janusz Kacprzyk Systems Research Institute Polish Academy of Sciences ul. Newelska 6 01-447 Warsaw, Poland E-mail: [email protected] http://www.springer.delcgi-binlsearch_book.pl?series = 2941
Vol. 3. A. Geyer-Schulz
Vol. 14. E. Hisdal
Fuzzy Rule-Based Expert Systems and Genetic Machine Learning, 2nd ed. 1996
Logical Structures for Representation of Knowledge and Uncertainty, 1998
ISBN 3-7908-0964-0
ISBN 3-7908-1056-8
Vol. 4. T. Onisawa and J. Kacprzyk (Eds.)
Vol. 15. G.J. K1ir and M.J. Wierman
Reliability and Safety Analyses under Fuzziness, 1995 ISBN 3-7908-0837-7 Vol. 5. P. Bosc and J. Kacprzyk (Eds.)
Fuzziness in Database Management Systems, 1995 ISBN 3-7908-0858-X Vol. 6. E. S. Lee and Q. Zhu
Fuzzy and Evidence Reasoning, 1995
Uncertainty-Based Infonnation, 2nd ed., 1999 ISBN 3-7908-1242-0 Vol. 16. D. Driankov and R. Palm (Eds.)
Advances in Fuzzy Control, 1998 ISBN 3-7908-1090-8 Vol. 17. L. Reznik, V. Dimitrov and J. Kacprzyk (Eds.)
Fuzzy Systems Design, 1998
ISBN 3-7908-0880-6
ISBN 3-7908-1118-1
Vol. 7. B.A. Juliano and W. Bandler
Vol. 18. L. Polkowski and A. Skowron (Eds.) Rough Sets in Knowledge Discovery 1, 1998,
Tracing Chains-of-Thaught, 1996 ISBN 3-7908-0922-5
ISBN 3-7908-1119-X
Vol. 8. F. Herrera and J. L. Verdegay (Eds.) Genetic Algorithms and Soft Computing, 1996
Vol. 19. L. Polkowski and A. Skowron (Eds.) Rough Sets in Knowledge Discovery 2, 1998,
ISBN 3-7908-0956-X
ISBN 3-7908-1l20-3
Vol. 9. M. Sato et aI.
Fuzzy Clustering Models and Applications, 1997, ISBN 3-7908-1026-6 Vol. 10. L. C. Jain (Ed.)
Soft Computing Techniques in Knowledgebased Intelligent Engineering Systems, 1997 ISBN 3-7908-1035-5 Vol. II. W. MieIczarski (Ed.)
Fuzzy Logic Techniques in Power Systems, 1998, ISBN 3-7908-1044-4 Vol. 12. B. Bouchon-Meunier (Ed.)
Aggregation and Fusion of Imperfect Infonnation, 1998 ISBN 3-7908-1048-7 Vol. 13. E. Orlowska (Ed.)
Vol. 20. J.N. Mordeson and P.S. Nair
Fuzzy Mathematics, 1998 ISBN 3-7908-1l21-1 Vol. 21. L.C. Jain and T. Fukuda (Eds.)
Soft Computing for Intelligent Robotic Systems, 1998 ISBN 3-7908-1l47-5 Vol. 22. J. Cardoso and H. Camargo (Eds.)
Fuzziness in Petri Nets, 1999 ISBN 3-7908-1l58-0 Vol. 23. P.S. Szczepaniak (Ed.)
Computational Intelligence and Applications, 1999 ISBN 3-7908-1161-0 Vol. 24. E. Orlowska (Ed.)
Incomplete In/onnation: Rough Set Analysis, 1998
Logic at Work, 1999
ISBN 3-7908-1049-5
ISBN 3-7908-1l64-5 continued on page 195
Ernest Czogalat . Jacek
L~ski
Fuzzy and Neuro-Fuzzy Intelligent Systems
With 66 Figures and 16 Tables
Physica-Verlag A Springer-Verlag Company
Professor Ernest Czogalat, Ph.D., D.Sc. Professor Jacek ~ski, Ph.D., D.Sc. Institute of Electronics Silesian University of Technology Akademicka 16 44-101 Gliwice Poland E-mail: [email protected]
ISSN 1434-9922
ISBN 978-3-662-00389-3
Cataloging-in-Publication Data applied for Die Deutsche Bibliothek - CIP-Einheitsaufnahme Cwgala, Ernest: Fuzzy and neuro-fuzzy intelligent systems: wi
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