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 (Tr FNs). 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.
Alan Casey
Soft Computing [PDF ebook]
Developments, Methods and Applications
Soft Computing [PDF ebook]
Developments, Methods and Applications
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Formato PDF ● Pagine 160 ● ISBN 9781634851510 ● Editore Alan Casey ● Casa editrice Nova Science Publishers ● Pubblicato 2016 ● Scaricabile 3 volte ● Moneta EUR ● ID 7226786 ● Protezione dalla copia Adobe DRM
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