Adaptation of SVD-based fuzzy reduction via minimal expansion

IEEE Transactions on Instrumentation and Measurement

Volumn 51, Issue 2, 2002, Pages 222-226

  Baranyi, Péter ^b   Várkonyi Kóczy, Annamária R ^a,b  

^a IEEE   (Hungary)

^b BUDAPEST UNIVERSITY OF TECHNOLOGY AND ECONOMICS   (Hungary)

Author keywords

Higher order tensor decomposition; Rule base complexity reduction; Singular value decomposition

Indexed keywords

SINGLE VALUE DECOMPOSITION (SVD);

APPROXIMATION THEORY; COMPUTATIONAL COMPLEXITY; FUZZY SETS; TENSORS; THEOREM PROVING;

KNOWLEDGE BASED SYSTEMS;

EID: 0036543646     PISSN: 00189456     EISSN: None     Source Type: Journal    
DOI: 10.1109/19.997816     Document Type: Article

References (30)

1. Reduction of fuzzy rule base via singular value decomposition
2. On the early history of the singular value decomposition
3. Fuzzy rule base reduction
4. Size reduction by interpolation in fuzzy rule bases
5. Editorial. Higher-order statistics
6. Independent component analysis, a new concept?
7. Decomposition of quantics in sums of powers of linear forms
8. Adaptivity property of the SVD compressed forms
9. Fuzzy identification of systems and its applications to modeling and control
10. What are fuzzy rules and how to use them
11. Principal components, B-splines, and fuzzy systems reduction
12. Fuzzy control identification using SVD reduction from input-output data in AGV steering system
13. Generalized SVD fuzzy rule base complexity reduction
14. Application of the approximate fuzzy reasoning based on interpolation in the vague environment of the fuzzy rule-base in the fuzzy logic controlled path tracking strategy of differential steered AGV's
15. Simplifying fuzzy rule-based models using orthogonal transformation methods
16. SVD based complexity reduction of local linearised models
17. Design and rule base reduction of a fuzzy filter for the estimation of motor currents
18. Orthogonal transforms for ordering and reduction of fuzzy rules
19. Comments on reduction of fuzzy rule base via singular value decomposition
20. Design fuzzy inference systems from data: An interpretability-oriented review
21. Design and rule base reduction of a fuzzy filter for the estimation of motor currents
22. Genetic feature selection in a fuzzy rule-based classification system learning process for high dimensional problems
23. Training fuzzy systems with the extended Kalman filter
24. SVD based reduction to TS fuzzy models
25. Author's replay