Explainable Uncertain Rule-Based Fuzzy Systems [E-Book] / by Jerry M. Mendel.
The third edition of this textbook presents a further updated approach to fuzzy sets and systems that can model uncertainty - i.e., "type-2" fuzzy sets and systems. The author demonstrates how to overcome the limitations of classical fuzzy sets and systems, enabling a wide range of applica...
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Full text |
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| Personal Name(s): | Mendel, Jerry M., author |
| Edition: |
3rd edition 2024. |
| Imprint: |
Cham :
Springer,
2024
|
| Physical Description: |
XXIII, 580 pages 257 illustrations, 231 illustrations in color (online resource) |
| Note: |
englisch |
| ISBN: |
9783031353789 |
| DOI: |
10.1007/978-3-031-35378-9 |
| Subject (LOC): |
- Introduction
- Part 1: Type-1 Fuzzy Sets and Systems
- Short Primers on Type-1 Fuzzy Sets and Fuzzy Logic
- Type-1 Fuzzy Logic Systems
- Part 2: Type-2 Fuzzy Sets
- Sources of Uncertainty
- Type-2 Fuzzy Sets
- Operations on and Properties OF Type-2 Fuzzy Sets
- Type-2 Relations and Compositions
- Centroid of a Type-2 Fuzzy Set: Type-Reduction
- Part 3: Type-2 Fuzzy Logic Systems
- Mamdani Interval Type-2 Fuzzy Logic Systems (IT2 FLSS)
- TSK Interval Type-2 Fuzzy Logic Systems
- General Type-2 Fuzzy Logic Systems (GT2 FLSS)
- Conclusion.