Neural Networks and Soft Computing: Proceedings of the Sixth International Conference on Neural Network and Soft Computing, Zakopane, Poland, June 11-15, 2002: 19 - Brossura

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ISBN 10: 3790800058 ISBN 13: 9783790800050

Casa editrice: Physica Verlag, 2003

Riassunto

th This volume constitutes the proceedings of the 6 Conference on Neural Networks and Soft Computing, ICNNSC'2002, held in Zakopane, Poland in June 11-15, 2002. The Conference was organized by the Polish Neural Network Society in co­ operation with the Department of Computer Engineering at the Technical Univer­ sity of Cz~stochowa. The previous conferences took place in Kule (1994), Szczyrk (1996), Kule (1997) and Zakopane (1999, 2000) and attracted a large number of papers and internationally recognized speakers like Prof. Robert Marks, Prof. Jacek Zurada, Prof. Ryszard Tadeusiewicz, Prof. Shiro Usui, Prof. Daniel Amit, Prof. Wlodzislaw Duch, Prof. Erkki Oja, Prof. Syozo Yasui, Prof. Enrique Ruspini, Prof. Witold Pedrycz, Prof. Janusz Kacprzyk and Prof. Lotfi A. Zadeh. It was pointed out by Prof. Lotfi A. Zadeh that "Soft Computing (SC) is a coalition of methodologies which are oriented toward the conception and design of informa­ tion/intelligent systems. The principal members of the coalition are: fuzzy logic (FL), neurocomputing (NC), evolutionary computing (EC), probabilistic comput­ ing (PC), chaotic computing (CC), and machine learning (ML). The constituent methodologies of SC are, for the most part, complementary and synergistic rather than competitive". This volume presents most techniques and methodologies mentioned by Prof.

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This volume presents new trends and developments in soft computing techniques. Topics include: neural networks, fuzzy systems, evolutionary computation, knowledge discovery, rough sets, and hybrid methods. It also covers various applications of soft computing techniques in economics, mechanics, medicine, automatics and image processing. The book contains contributions from internationally recognized scientists, such as Zadeh, Bubnicki, Pawlak, Amari, Batyrshin, Hirota, Koczy, Kosinski, Novák, S.-Y. Lee, Pedrycz, Raudys, Setiono, Sincak, Strumillo, Takagi, Usui, Wilamowski and Zurada. An excellent overview of soft computing methods and their applications.

Dettagli dell'edizione

• Editore: Physica Verlag
• Data di pubblicazione: 2003
• Lingua: Inglese
• ISBN 10: 3790800058
• ISBN 13: 9783790800050
• Rilegatura: Copertina flessibile
• Numero di pagine: 914
• Redattore: Rutkowski Leszek, Kacprzyk Janusz
• Contatto del produttore: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3,69115 Heidelberg, Germany; Heidelberg; Germania