Hierarchical fuzzy systems for function approximation on discrete input spaces with application

XJ Zeng, JY Goulermas, P Liatsis… - … on Fuzzy Systems, 2008 - ieeexplore.ieee.org
This paper investigates the capabilities of hierarchical fuzzy systems to approximate
functions on discrete input spaces. First, it is shown that any function on a discrete space has …

Necessary and Sufficient Conditions on RIO-based Fuzzy Systems Are Universal Fuzzy Approximators

Y Fei - 2011 2nd International Conference on Control … - ieeexplore.ieee.org
Universal fuzzy approximators can be used in a practical fuzzy system. We introduce the rule-
intersection operator, and list 23 rule-intersection operators. A kind of rule-intersection …

Reliability Analysis of Fuzzy Systems Based on Interval Valued Vague Sets

SY Lee, SY Cho, YS Kim - Journal of the Korean Institute of …, 2008 - koreascience.kr
In order to analyze the reliabilities of the fuzzy systems, the reliabilities of the components in
the fuzzy systems are represented by real values between zero and one, fuzzy numbers …

[PDF][PDF] Fuzzy Reasoning Method based on Distance Measure and its Reductive Property

S Kwak, U Kim, K Kim, I Son, C Ri - WSEAS Transactions on …, 2019 - wseas.com
This paper shows a basic and original fuzzy reasoning method that can draw a novel study
direction of the approximate inference in fuzzy systems with uncertainty. Firstly we propose a …

Approximation theory of fuzzy systems based upon genuine many-valued implications—MIMO cases

YM Li, ZK Shi, ZH Li - Fuzzy Sets and Systems, 2002 - Elsevier
It is constructively proved that the multi-input–multi-output fuzzy systems based upon
genuine many-valued implications are universal approximators (they are called Boolean …

Separable approximation property of hierarchical fuzzy systems

XJ Zeng, JA Keane - … on Fuzzy Systems, 2005. FUZZ'05., 2005 - ieeexplore.ieee.org
This paper discusses the capabilities of standard hierarchical fuzzy systems to approximate
continuous functions with natural hierarchical structure. The separable approximation …

Approximation capability of fuzzy systems using translations and dilations of one fixed function as membership functions

ZH Mao, YD Li, XF Zhang - IEEE Transactions on Fuzzy …, 1997 - ieeexplore.ieee.org
This paper reports on a related study on approximation theory of fuzzy systems. First, some
basic principles are presented to construct membership functions. Then, an approach is …

Approximation theory of fuzzy systems

XJ Zheng, MG Singh - … of 1994 IEEE 3rd International Fuzzy …, 1994 - ieeexplore.ieee.org
In this paper, we discuss the approximation properties of fuzzy systems and present several
basic approximation properties of fuzzy systems. Because these results are obtained under …

[引用][C] Rule of Distance Based Uninorm Group in Approximate Reasoning

M Takács

Fuzzy sets with self-adjustable universes of discourse

G Djurovic, N Peric - Proceedings of the 12th IEEE …, 2004 - ieeexplore.ieee.org
The basic idea presented in this paper is to enable fuzzy set representation of chosen
variable to self-adjust its universe of discourse based on its experience gained through …