Input variable identification—fuzzy curves and fuzzy surfaces

Abstract When modeling a complex, poorly defined, nonlinear problem with hundreds of possible inputs, we must identify the significant inputs before any known nonlinear modeling techniques can be applied. In this paper the concept of fuzzy surfaces is introduced and used to automatically and quickly identify a subset of independent significant inputs for use in nonlinear system models.