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Soft Computing: Developments,Methods and Applications
by 作者: Alan Casey
Pages: 158 pages
Edition 版本: UK ed.
Language 语言: English
Publisher Finelybook 出版社: Nova Science Publishers
Publisher Finelybook 出版日期: 2016-06-15
ISBN-10 书号: 1634851331
ISBN-13 书号: 9781634851336
Book Description
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.
Contents
Chapter 1: REDUCED LIBRARY OF THE SOFT COMPUTING ANALYTIC MODELS FOR ARITHMETIC OPERATIONS WITH ASYMMETRICAL FUZZY NUMBERS
Chapter 2: DETERMINATION OF STABILITY NUMBER OF LAYERED SLOPE USING ANFIS,GPR,RVM AND ELM
Chapter 3: MULTILAYER WAVELET-NEURO-FUZZY SYSTEMS IN DYNAMIC DATA MINING TASKS
