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

Alan Casey

ISBN 10: 1634851331 / ISBN 13: 9781634851336

Editore: Nova Science Publishers, Inc., 2016

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Codice articolo D8S0-3-M-1634851331-6

Dati bibliografici

• Titolo: Soft Computing: Developments, Methods and Applications (Computer Science, Technology and Applications)
• Editore: Nova Science Publishers, Inc.
• Data di pubblicazione: 2016
• Lingua: Inglese
• ISBN 10: 1634851331
• ISBN 13: 9781634851336
• Rilegatura: hardcover
• Condizione: New
• Tipo di libro: book

Descrizione articolo

Riassunto

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.