Recent Developments and New Direction in Soft-Computing Foundations and Applications - Selected Papers from the 4th World Conference on Soft Computing, May 25-27, 2014, Berkeley

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 4^th 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.

Sommario

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.

Riassunto

This book reports on advanced
theories and cutting-edge applications in the field of soft computing. The
individual chapters, written by leading researchers, are based on contributions
presented during the 4^th 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 fuzzy
mathematics, type-2 fuzzy sets, evolutionary-based optimization, aggregation
and 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-provoking
developments and challenges, the book will foster new research directions in
the diverse areas of soft computing.

Dettagli sul prodotto

• Con la collaborazione di: Ali M. Abbasov (Editore), Al M Abbasov (Editore), Ali M Abbasov (Editore), Ronald R Yager et al (Editore), Marek Z. Reformat (Editore), Shahnaz N Shahbazova (Editore), Shahnaz N. Shahbazova (Editore), Ronald R Yager (Editore), Ronald R. Yager (Editore), Lotfi A. Zadeh (Editore)
• Editore: Springer, Berlin
• Lingue: Inglese
• Formato: Tascabile
• Pubblicazione: 01.01.2018
• EAN: 9783319812281
• ISBN: 978-3-31-981228-1
• Pagine: 529
• Dimensioni: 155 mm x 29 mm x 235 mm
• Peso: 809 g
• Illustrazioni: VIII, 529 p. 201 illus., 40 illus. in color.
• Serie: Studies in Fuzziness and Soft Computing; Studies in Fuzziness and Soft Computing
• Categoria: Scienze naturali, medicina, informatica, tecnica > Tecnica > Tematiche generali, enciclopedie