Items related to Computational Intelligence: A Methodological Introduction

Computational Intelligence: A Methodological Introduction - Softcover

 
9781447150145: Computational Intelligence: A Methodological Introduction

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Synopsis

Introduction

Part I: Neural Networks

Introduction

Threshold Logic Units

General Neural Networks

Multi-Layer Perceptrons

Radial Basis Function Networks

Self-Organizing Maps

Hopfield Networks

Recurrent Networks

Mathematical Remarks

Part II: Evolutionary Algorithms

Introduction to Evolutionary Algorithms

Elements of Evolutionary Algorithms

Fundamental Evolutionary Algorithms

Special Applications and Techniques

Part III: Fuzzy Systems

Fuzzy Sets and Fuzzy Logic

The Extension Principle

Fuzzy Relations

Similarity Relations

Fuzzy Control

Fuzzy Clustering

Part IV: Bayes Networks

Introduction to Bayes Networks

Elements of Probability and Graph Theory

Decompositions

Evidence Propagation

Learning Graphical Models

"synopsis" may belong to another edition of this title.

  • PublisherSpringer
  • Publication date2013
  • ISBN 10 1447150147
  • ISBN 13 9781447150145
  • BindingPaperback
  • LanguageEnglish
  • Number of pages504

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