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

author list (cited authors)

  • YEN, J., LANGARI, R., & WANG, L.

citation count

  • 4

publication date

  • December 1996