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.

Table des matières

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.

Résumé

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.

Détails du produit

• Collaboration: Ali M. Abbasov (Editeur), Al M Abbasov (Editeur), Ali M Abbasov (Editeur), Ronald R Yager et al (Editeur), Marek Z. Reformat (Editeur), Shahnaz N Shahbazova (Editeur), Shahnaz N. Shahbazova (Editeur), Ronald R Yager (Editeur), Ronald R. Yager (Editeur), Lotfi A. Zadeh (Editeur)
• Edition: Springer, Berlin
• Langues: Anglais
• Format d'édition: Livre de poche
• Sortie: 01.01.2018
• EAN: 9783319812281
• ISBN: 978-3-31-981228-1
• Pages: 529
• Dimensions: 155 mm x 29 mm x 235 mm
• Poids: 809 g
• Illustrations: VIII, 529 p. 201 illus., 40 illus. in color.
• Thèmes: Studies in Fuzziness and Soft Computing; Studies in Fuzziness and Soft Computing
• Catégories: Sciences naturelles, médecine, informatique, technique > Technique > Général, dictionnaires; B, Regelungstechnik, Data Mining, Artificial Intelligence, Mathematik für Ingenieure, Mathematische Modellierung, Wissensbasierte Systeme, Expertensysteme, engineering, Control and Systems Theory, Data Mining and Knowledge Discovery, Computational Intelligence, Maths for engineers, Mathematical modelling, Control engineering, Automatic control engineering, Expert systems / knowledge-based systems, Mathematical Modeling and Industrial Mathematics, Mathematical models, Multi-criteria decision making, Fuzzy Fault Tree, Dynamic Parameter Adaptation, Fuzzy Multiagent Control System, Fuzzy Scheduling Models, WCSC 2014