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
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Beschreibung
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.
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.
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
Autor*in
Lotfi A. Zadeh
Themen in »Recent Developments and New Direction in Soft-Computing Foundations and Applications«
Fuzzy Neural Networks Adaptive Neuro Fuzzy Inference Systems Modular Neural Networks Learning And Knowledge Control Fuzzy Expert Systems Fuzzy Image Processing Information Enhancement Fuzzy Clustering Fuzzy Possibilistic C-Means Fuzzy Rule Based Classifiers Fuzzy Similarity Measures Generalized Markov Chain Sugeno Fuzzy Controller Mamdani Controller Dynamic Parameter Adaptation