Method and apparatus for computerized design of fuzzy logic rules from training data vectors of a training dataset
US6094646A · kind A · utility
6Cited by
13References
42Claims
0Family size
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Key dates
| Filing date | Aug 18, 1997 |
| Grant date | Jul 25, 2000 |
| Priority date | — |
| Expiry date | Aug 18, 2017 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N7/023
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
In an apparatus and method for computerized design of fuzzy rules from training data vectors, a membership function type is selected from a set of predetermined membership function types, and membership values for the training data vectors and center of gravity values for the membership functions are determined in alternation in an iterative method for all training data vectors and for each membership function. When an abort criterion is met, then the most recently determined membership functions, described by the center of gravity values, are employed as rules.
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