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) |
|---|---|
| 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 - Dec 1996 |
All Science Journal Classification (ASJC) codes
- Software
- Control and Systems Engineering
- Information Systems
- Artificial Intelligence