On optimal fuzzy systems I/O interfaces

Abstract:

Many fuzzy systems can be viewed as having a numeric/linguistic interface, a linguistic subsystem whose I/O are linguistic terms, and a linguistic/numeric interface. It is shown that for such fuzzy systems the construction of its interfaces can be formulated as a problem of numeric optimization with constraints. Two algorithms for finding optimal interfaces are derived from two successive reformulations of the original problem. Simulation results are provided showing the efficiency as well as the impact of these algorithms on an overall system performance.

Año de publicación:

1993

Keywords:

Fuente:

scopus