Computational Intelligence Systems and Applications Neuro-Fuzzy and
This book presents new concepts and implementations of Computational Intelligence (CI) systems (based on neuro-fuzzy and fuzzy neural synergisms) and a broad comparative analysis with the best-known existing neuro-fuzzy systems as well as with systems rep
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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.de/cgi-binlsearch_book.pl?series=2941
Further volumes of this series can be found at our homepage.
Vol. 75. V. Loia and S. Sessa (Eds.) Soft Computing Agents, 2001 ISBN 3-7908-1404-0
Vol. 64. I. Nishizaki and M. Sakawa Fuzzy and Multiobjective Games for Conflict Resolution. 2001 ISBN 3-7908-1341-9
Vol. 76. D. Ruan, J. Kacprzyk and M. Fedrizzi (Eds.) Soft Computingfor Risk Evaluation and Management, 2001 ISBN 3-7908-1406-7
Vol. 65. E. Orlowska and A. Szalas (Eds.) Relational Methods for Computer Science Applications. 2001 ISBN 3-7908-1365-6
Vol. 77. W. Liu Propositional, Probabilistic and Evidential Reasoning, 2001 ISBN 3-7908-1414-8
Vol. 66. R. J. Howlett and L. C. Jain (Eds.) Radial Basis Function Networks I, 2001 ISBN 3-7908-1367-2
Vol. 78. U. Seiffert and L. C. Jain (Eds.) Self-Organizing Neural Networks, 2002 ISBN 3-7908-1417-2
Vol. 67. R. J. Howlett and L. C. Jain (Eds.) Radial Basis Function Networks 2, 2001 ISBN 3-7908-1368-0
Vol. 79. A. Osyczka Evolutionary Algorithms for Single and Multicriteria Design Optimization, 2002 ISBN 3-7908-1418-0
Vol. 68. A. Kandel, M. Last and H. Bunke (Eds.) Data Mining and Computational Intelligence, 2001 ISBN 3-7908-1371-0 Vol. 69. A. Piegat Fuzzy Modeling and Control, 2001 ISBN 3-7908-1385-0 Vol. 70. W. Pedrycz (Ed.) Granular Computing, 2001 ISBN 3-7908-1387-7
Vol. 80. P. Wong, F. Aminzadeh and M. Nikravesh (Eds.) Soft Computing for Reservoir Characterization and Modeling, 2002 ISBN 3-7908-1421-0 Vol. 81. Y. Dimitrov and Y. Korotkich (Eds.) Fuzzy Logic, 2002 ISBN 3-7908-1425-3
Vol. 71. K. Leivisk1i (Ed.) Industrial Applications of Soft Computing, 200! ISBN 3-7908-1388-5
Vol. 82. Ch. Carlsson and R. Fuller Fuzzy Reasoning in Decision Making and Optimization, 2002 ISBN 3-7908-1428-8
Vol. 72. M. Mares Fuzzy Cooperative Games, 2001 ISBN 3-7908-1392-3
Vol. 83. S. Barro and R. Marin (Eds.) Fuzzy Logic in Medicine, 2002 ISBN 3-7908-1429-6
Vol. 73. Y. Yoshida (Ed.) Dynamical Aspects in Fuzzy Decision. 2001 ISBN 3-7908-1397-4 Vol. 74. H.-N. Teodorescu, L. C. Jain and A. Kandel (Eds.) Hardware Implementation of Intelligent Systems. 2001 ISBN 3-7908-1399-0
Vol. 84. L. C. Jain and J. Kacprzyk (Eds.) New Learning Paradigms in Soft Computing, 2002 ISBN 3-7908-1436-9 Vol. 85. D. Rutkowska Neuro-Fuzzy Architectures and Hybrid Learning. 2002 ISBN 3-7908-1438-5
Marian B. Gorzalczany
Computational Intelligence Systems and Applications Neuro-Fuzzy and Fuzzy Neural Synergisms With 147 Figures and 21 Tables
Springer-Verlag Berlin Heidelberg GmbH
Professor Marian B. Gorzalczany Kielce University of Technology Department of Electrical and Computer Engineering Al. 1000-lecia PP7 25-314 Kielce Poland [email protected] [email protected]
ISBN 978-3-662-00334-3 ISBN 978-3-7908-1801-7 (eBook) DOI 10.1007/978-3-7908-1801-7 Cataloging-in-Publication Dat