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Recent Developments and New Direction in Soft-Computing Foundations and Applications: Studies in Fuzziness and Soft Computing, cartea 342

Editat de Lotfi A. Zadeh, Ali M. Abbasov, Ronald R. Yager, Shahnaz N. Shahbazova, Marek Z. Reformat
en Limba Engleză Paperback – 30 mai 2018
This book reports on advancedtheories and cutting-edge applications in the field of soft computing. Theindividual chapters, written by leading researchers, are based on contributionspresented during the 4th World Conference on Soft Computing, held May 25-27,2014, in Berkeley. The book covers a wealth of key topics in soft computing,focusing on both fundamental aspects and applications. The former include fuzzymathematics, type-2 fuzzy sets, evolutionary-based optimization, aggregationand neural networks, while the latter include soft computing in data analysis,image processing, decision-making, classification, series prediction,economics, control, and modeling. By providing readers with a timely,authoritative view on the field, and by discussing thought-provokingdevelopments and challenges, the book will foster new research directions inthe diverse areas of soft computing.
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Specificații

ISBN-13: 9783319812281
ISBN-10: 3319812289
Pagini: 540
Ilustrații: VIII, 529 p. 201 illus., 40 illus. in color.
Dimensiuni: 155 x 235 x 29 mm
Greutate: 0.81 kg
Ediția:Softcover reprint of the original 1st edition 2016
Editura: Springer
Colecția Studies in Fuzziness and Soft Computing
Seria Studies in Fuzziness and Soft Computing

Locul publicării:Cham, Switzerland

Cuprins

Part I Educational and Human-related Issues.- Part II Aggregation.- Part III Image Processing and Pattern Recognition.- Part IV Classification and Clustering.- Part V Data Analysis and Its Applications.- Part VI Optimization and Differential Equations.- Part VII Evolutionary Methods in Applications.- Part VIII Control and Modeling.- Part IX Soft Computing in Informatics.

Textul de pe ultima copertă

This book reports on advancedtheories and cutting-edge applications in the field of soft computing. Theindividual chapters, written by leading researchers, are based on contributionspresented during the 4th World Conference on Soft Computing, held May 25-27,2014, in Berkeley. The book covers a wealth of key topics in soft computing,focusing on both fundamental aspects and applications. The former include fuzzymathematics, type-2 fuzzy sets, evolutionary-based optimization, aggregationand neural networks, while the latter include soft computing in data analysis,image processing, decision-making, classification, series prediction,economics, control, and modeling. By providing readers with a timely,authoritative view on the field, and by discussing thought-provokingdevelopments and challenges, the book will foster new research directions inthe diverse areas of soft computing.
 

Caracteristici

Offers a timely update on theories, methods and applications in different areas of soft computing Highlights innovative developments and Includes selected contributionspresented at the 4th World Conference on Soft Computing, May 25-27, 2014,Berkeley Includes supplementary material: sn.pub/extras