Soft Computing: Developments, Methods and Applications Front Cover

Soft Computing: Developments, Methods and Applications

  • Length: 158 pages
  • Edition: UK ed.
  • Publisher:
  • Publication Date: 2016-06-15
  • ISBN-10: 1634851331
  • ISBN-13: 9781634851336
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.

Table of 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

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