Intelligent Systems II · TEE · read-chapter

2. Fuzzy logic, from meaning to full solutions

Definitions → membership graphs → operations → rules → defuzzification → complete controller.

1. Fuzzy sets: what membership actually means
2. Triangular membership: choose the side, then calculate
3. Trapezoids, shoulders and intuition-based fuzzification
4. Union, intersection, complement and difference
5. Fuzzy properties, De Morgan laws and α-cuts
6. Mamdani architecture: what every block does
7. Rule firing, clipping and aggregation: four solved cases
8. Mean of maxima: discrete peaks and clipped plateaus
9. Centroid: three table sums and one area calculation
10. Weighted average and centroid are not automatically the same
11. Class fan question: 32°C, 7 people, every rule and step
12. The same fan controller: true area centroid versus MoM and weighted average
13. Fuzzy theory: definitions, architecture, advantages and applications
14. Gaussian, singleton and bell memberships