Input variable identification - Fuzzy curves and fuzzy surfaces

被引：42

作者：

Lin, YH

Cunningham, GA

Coggeshall, SV

机构：

[1] NEW MEXICO INST MIN & TECHNOL,DEPT ELECT ENGN,SOCORRO,NM 87801

[2] LOS ALAMOS NATL LAB,DIV APPL THEORET PHYS,LOS ALAMOS,NM 87545

来源：

FUZZY SETS AND SYSTEMS | 1996年 / 82卷 / 01期

关键词：

D O I：

10.1016/0165-0114(95)00223-5

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

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.

引用

页码：65 / 71

页数：7