Computational Intelligence

Vol. A : The Methodologies

Contents:

Preface
Chapter 1: Computational Intelligence: A New Branch with Three Structural Fields	1
Chapter 2: Fuzzy Sets and Fuzzy Reasoning	9
Chapter 3: Fuzzy Systems	49
Chapter 4: Neural Networks: Basic Concepts	89
Chapter 5: Supervised Learning Neural Networks	125
Chapter 6: Non-supervised Learning Neural Networks	171
Chapter 7: Reinforcement Learning Neural Networks	219
Chapter 8: Further Techniques and Models of Neural Networks: Boltzmann Machines and ART Networks	251
Chapter 9: Genetic–Evolutionary Algorithms	293
Chapter 10: Hybrid Computational Intelligence Systems	329
Chapter 11: Advanced Computational Intelligence Models and Algorithms	373