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

New. Seller Inventory # D8S0-3-M-1634851331-6

Bibliographic Details

Title: Soft Computing: Developments, Methods and ...

Publisher: Nova Science Publishers, Inc.

Publication Date: 2016

Binding: hardcover

Condition: New

Book Type: book

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.