Comments on "Functional equivalence between radial basis function networks and fuzzy inference systems"

被引：34

作者：

Andersen, HC ^{[1
]}

Lotfi, A

Westphal, LC

机构：

[1] Univ Queensland, Dept Elect & Comp Engn, Brisbane, Qld 4072, Australia

[2] Nottingham Trent Univ, Dept Mfg Engn, Nottingham NG1 4BU, England

来源：

IEEE TRANSACTIONS ON NEURAL NETWORKS | 1998年 / 9卷 / 06期

关键词：

artificial neural networks; functional equivalence; fuzzy inference systems; radial basis function networks;

D O I：

10.1109/72.728403

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The above paper claims that under a set of minor restrictions radial basis function networks and fuzzy inference systems are functionally equivalent. The purpose of this letter is to show that this set of restrictions is incomplete and that, when it is completed, the said functional equivalence applies only to a small range of fuzzy inference systems. In addition, a modified set of restrictions is proposed which is applicable for a much wider range of fuzzy inference systems.

引用

页码：1529 / 1531

页数：3