Soft Computing - Neural Networks and Fuzzy Control
Contents:
Introduction
- Artificial Intelligence
- Intelligent Systems
- Genetic Algorithms
- Knowledge Engineering
Artificial Neural Networks
- Structures and Dynamics of Artificial Neural Networks
- Signals and Activation Functions
- Algorithms and Learning Strategies
- Implementation of Artificial Neural Networks
- Multilayer Perceptron
- Hopfield Networks
- ADALINE and MADALINE - Adaptive Learning
- Radial Basis Neural Networks
- LVQ - Learning Vector Quantization
- Kohonen Self Organizing Maps
Fuzzy Control
- Fuzzy Logic and Fuzzy Systems
- Fuzzy Inference
- Neuro-Fuzzy Inference Systems
- Fuzzy Control
- Identification a Neuro-Fuzzy Control
Evaluation
- 1 Test or presentation