Soft Computing : Developments, Methods and Applications
Soft Computing : Developments, Methods and Applications
by Alan Casey
English | 2016 | ISBN: 1634851331 | 161 Pages | PDF | 5.8 MB
by Alan Casey
English | 2016 | ISBN: 1634851331 | 161 Pages | PDF | 5.8 MB
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.