Fuzzy Database Modeling

Some recent fuzzy database modeling advances for the non-traditional applications are introduced in this book. The focus is on database models for modeling complex information and uncertainty at the conceptual, logical, physical design levels and from int

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Studies in Fuzziness and Soft Computing Edilor-in-chief Prof. Janusz Kacprzyk Systems Research Institute Polish Academy of Sciences ul. Newelska 6 01-447 Warsaw, Poland E-mail: [email protected]

Vol. 3. A. Geyer-Schulz Fuzzy Rule-Based Expert Systems and Genetic Machine Learning. 2nd ed. 1996 ISBN 3-7908-0964-0

Vol. 14. E. Hisdal Logical Structures for Representation of Know/edge and Uncenainty. 1998 ISBN 3-7908-1056-8

·Vol. 4. T. Onisawa and J. Kacprzyk (Eds.) Reliability and Safety Analyses under Fuzziness. 1995 ISBN 3-7908-0837-7

Vol. 15. G.J. KIir and M.J. Wierman Uncertainty-Based Infonnation. 1998 ISBN 3-7908-1073-8

Vol. 5. P. Bose 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 ISBN 3-7908-0880-6 Vol. 7. B. A. Juliano and W. Bandler Tracing Chains-of-Thought. 1996 ISBN 3-7908-0922-5 Vol. 8. F. Herrera and J. L. Verdegay (Eds.) Genetic Algorithms and Soft Computing. 1996. ISBN 3-7908-0956-X Vol. 9. M. Sato et aI. Fuzzy Clustering Models and Applications. 1997. ISBN 3-7908-.8026-6 Vol. 10. L. C. Jain (Ed.) Soft Computing Techniques in Knowledgebased Intelligent Engineering Systems. 1997. ISBN 3-7908-.8035-5 Vol. II. W. Mielczarski (Ed.) Fuzzy Logic Techniques in Power Systems. /998. ISBN 3-7908-.8044-4 Vol. 12. B. Bouchon-Meunier (Ed.) Aggregation and Fusion of Imperfect Information. /998 ISBN 3-7908-1048-7 Vol. 13. E. Orlowska (Ed.) Incomplete Information: Rough Set Analysis. 1998 ISBN 3-7908-1049-5

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-IlI8-1 Vol. 18. L. Polkowski and A. Skowron (Eds.) Rough Sets in Know/edge Discovery I. 1998. ISBN 3-7908-1 Il9-X Vol. 19. L. Polkowski and A. Skowron (Eds.) Rough Sets in Knowledge Discovery 2. 1998. ISBN 3-7908-1120-3 Vol. 20. J. N. Mordeson and P S. Nair Fuzzy Mathematics. 1998 ISBN 3-7908-Il21-1 Vol. 21. L. C. Jain and T. Fukuda (Eds.) Soft Computing for Intelligent Robotic Systems. 1998 ISBN 3-7908-1147-5 Vol. 22. J.N. Mordeson and PS. Nair Fuzzy Mathematics. 1998 ISBN 3-7908-1121-1 Vol. 23. P S. Szczepaniak (Ed.) Computational Intelligence and Applications. 1999 ISBN 3-7908-1161-0 Vol. 24. E. Orlowska (Ed.) Logic at Work. 1999 ISBN 3-7908-1164-5 Vol 25. J. Buckley and Th. Feuring Fuzzy and Neural. 1999 ISBN 3-7908-1170-X

Adnan Yazici . Roy George

Fuzzy Database Modeling With 72 Figures and 11 Tables

Springer-Verlag Berlin Heidelberg GmbH

Assoc. Prof. Dr. Adnan Yazici Department of Computer Engineering Middle East Technical University 06531 Ankara Turkey E-mail: yazici @ceng.metu.edu.tr Assoc. Prof. Dr. Roy George AT&T Laboratories and Department of Computer Science Clark Atlanta University Atlanta, GA 30314 USA E-mail: [email protected]

ISBN 978-3-662-11809-2 Cataloging-in-Publication Data applied for Die Deutsche Bibliothek - CIP-Einheitsaufnahme Fuzzy database modeling 1 Adnan Yazici, Roy George. (Stud