Abstract
This paper proposes to use the method of principal components to reduce the dimensionality of input space and the B-splines to represent the membership functions of input variables. A model reduction strategy, which is based on Johansen's optimality theorem, also suggested. The utility of this approach is illustrated using a fuzzy system modeling example.
Original language | English (US) |
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Pages (from-to) | 561-572 |
Number of pages | 12 |
Journal | International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems |
Volume | 4 |
Issue number | 6 |
DOIs | |
State | Published - Jan 1 1996 |
All Science Journal Classification (ASJC) codes
- Software
- Control and Systems Engineering
- Information Systems
- Artificial Intelligence