Soft Computing: Developments, Methods and Applications (Computer Science, Technology and Applications)

Alan Casey

ISBN 10: 1634851331 / ISBN 13: 9781634851336

Published by Nova Science Publishers, Inc., 2016

About this Item

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Bibliographic Details

• Title: Soft Computing: Developments, Methods and Applications (Computer Science, Technology and Applications)
• Publisher: Nova Science Publishers, Inc.
• Publication Date: 2016
• Language: English
• ISBN 10: 1634851331
• ISBN 13: 9781634851336
• Binding: Hardcover
• Condition: New

About this title

Synopsis

This book discusses developments, methods and applications of soft computing. Chapter One depicts the increasing efficiency of the soft computing algorithms and fuzzy information processing models by developing a library of universal analytic models for fuzzy arithmetic operations with asymmetrical triangular fuzzy numbers (TrFNs). Chapter Two examines the determination of stability number of layered slope using Adaptive Neuro-Fuzzy Inference System (ANFIS), Gaussian Process Regression (GPR), Relevance Vector Machine (RVM), Extreme Learning Machine (ELM). Chapter Three discusses the intensive developing of Soft Computing systems especially Wavelet-Neuro-Fuzzy Systems (WNFS) in Dynamic Data Mining tasks, when the data are fed sequentially to the processing in on-line mode.