by Ahmad Ibrahim
Introduction to Applied Fuzzy Electronics provides a self-contained, compact introduction to fuzzy logic from an applied electronics point of view.
Features:
- Presents fuzzy electronics as a generalization of digital electronics with the goal of making fuzzy logic easily accessible to practicing engineers
- Offers a clear, concise, easily accessible approach to fuzzy logic
- Supports discussions with numerous examples providing frequent opportunities to put newly covered concepts into use
- Introduces some ideas in mathematics to smooth the transition from digital electronics to fuzzy electronics
Contents
Sets, Boolean Logic and Algebra
- Definition of a set
- Description of a set
- Operations on sets
- Relations
- Boolean algebra
Fuzzy Sets
- Basic concepts
- Operations on fuzzy sets
- Algebraic operations
- Fuzzy relations
- Geometrical illustration
Philosophical implications
Fuzzy Logic Algebra
- Fuzzy logic
- Fuzzy algebra
- Truth tables
- Fuzzy functions
- Concepts of fuzzy logic circuits
- Fuzzy flip-flops
- Fuzzy logic circuits in current-mode
- Fuzzy numbers
Fuzzy Control
- Conventional control systems
- Fuzzy logic control systems
- Fuzzy logic control vs. PID control
- Examples of industrial applications of FLC
- Stability
Electronic Neural Networks
- The biological system
- Learning
- Neural networks models
- VLSI implementation of neural networks
Fuzzy Neural Networks
- Fuzzy multilayer perceptron
- Fuzzy competitive learning
- Fuzzy ART
- Fuzzy min-max networkd
- Fuzzy neurons
- Fuzzy neural control systems
Appendices
Index