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 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 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.
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This book reports on advancedtheories and cutting-edge applications in the field of soft computing.
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.
Les mer
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 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 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.
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Offers a timely update on theories, methods and applications in different areas of soft computing Highlights innovative developments and Includes selected contributions
presented at the 4th World Conference on Soft Computing, May 25-27, 2014,
Berkeley Includes supplementary material: sn.pub/extras
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Produktdetaljer
ISBN
9783319812281
Publisert
2018-05-30
Utgiver
Vendor
Springer International Publishing AG
Høyde
235 mm
Bredde
155 mm
Aldersnivå
Research, P, 06
Språk
Product language
Engelsk
Format
Product format
Heftet