Principal components, B-splines, and fuzzy system reduction Academic Article uri icon

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 Johansens optimality theorem, also suggested. The utility of this approach is illustrated using a fuzzy system modeling example.

published proceedings

  • INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS

author list (cited authors)

  • Yen, J., Langari, R., & Wang, L.

citation count

  • 4

complete list of authors

  • Yen, J||Langari, R||Wang, L

publication date

  • January 1, 1996 11:11 AM