Recent Developments and New Direction in Soft-Computing Foundations and Applications: Selected Papers from the 4th World Conference on Soft Computing,

ISBN-13: 9783319322278 / Angielski / Twarda / 2016 / 529 str.

Lotfi Zadeh; Ali M. Abbasov; Ronald R. Yager

Opis

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.

Spis treści

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.