Avoiding exponential parameter growth in fuzzy systems

IEEE Transactions on Fuzzy Systems

Volumn 9, Issue 1, 2001, Pages 194-199

  Güven, Mustafa K ^a   Passino, Kevin M ^a  

^a Ohio State University   (United States)

Author keywords

Curse of dimensionality; Number of parameters; Standard fuzzy systems; Universal approximation property

Indexed keywords

COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; HIERARCHICAL SYSTEMS; KNOWLEDGE BASED SYSTEMS; MEMBERSHIP FUNCTIONS; PROBABILITY; THEOREM PROVING;

CURSE OF DIMENSIONALITY; STANDARD FUZZY SYSTEMS; UNIVERSAL APPROXIMATION PROPERTY;

FUZZY SETS;

EID: 0035245168     PISSN: 10636706     EISSN: None     Source Type: Journal    
DOI: 10.1109/91.917125     Document Type: Article

References (8)

1. Method and software for extracting fuzzy classification rules by substructive clustering
2. Neural networks in designing fuzzy systems for real world applications
3. Selecting fuzzy if-then rules for classification using genetic algorithms
4. Combinatorial rule explosion eliminated by a fuzzy rule configuration
5. Hierarchical fuzzy systems
6. Adaptive hierarchical fuzzy controller