Recent Developments and New Direction in Soft-Computing Foundations and Applications〈1st ed. 2016〉 : Selected Papers from the 4th World Conference on Soft Computing, May 25-27, 2014, Berkeley

著者名：Zadeh, Lotfi A. (EDT)/Abbasov, Ali M. (EDT)/Yager, Ronald R. (EDT)/Shahbazova, Shahnaz N. (EDT)/Reformat, Marek Z. (EDT)

Springer（2016/05/25発売）

• 言語：ENG
• ISBN：9783319322278
• eISBN：9783319322292

Description

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 of Contents

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.