Enhanced approximation capabilities of the fuzzy systems using variable universes of discourse

Z Long, Y Xu, L Li - Journal of Intelligent & Fuzzy Systems, 2015 - content.iospress.com
The fuzzy systems with variable universe of discourse (VUD) have received increasing
attention due to their fine control performance. VUD fuzzy systems are ones in which …

Some approximation properties of adaptive fuzzy systems with variable universe of discourse

Z Long, X Liang, L Yang - Information Sciences, 2010 - Elsevier
In the last 20years, while most research on fuzzy approximation theory has focused on
nonadaptive fuzzy systems, little work has been done on adaptive fuzzy systems. This paper …

Designing fuzzy controllers with variable universes of discourse using input–output data

Z Long, Y Yuan, W Long - Engineering Applications of Artificial Intelligence, 2014 - Elsevier
Using field data from sensors to construct a fuzzy controller based on variable universe of
discourse (VUD) is an open question that is often encountered in real-world applications …

A new type of fuzzy systems in terms of vague partitions

H Shen, X Pan, X Peng, Y Dan… - Journal of Intelligent & …, 2023 - content.iospress.com
This paper focuses on simplifying the structure of fuzzy systems and improving the precision.
By regarding the fuzzy rule base as a mapping from the vague partition on the input universe …

[PDF][PDF] Design of Backing-up fuzzy controllers based on variable universe of discourse

Z Long, W Long, Y Yuan, X Yi - International Journal on Smart Sensing …, 2013 - sciendo.com
Fuzzy controllers with variable universe of discourse (VUD) have been applied in many
fields of intelligent controlling because of their high-accuracy performance. This paper …

Adaptive fuzzy logic controller with changeable universe of discourse using neural fuzzy networks

Y Wang - 2005 International Conference on Machine Learning …, 2005 - ieeexplore.ieee.org
The accurate input-output universe of discourse (UOD) on which membership functions are
defined is hard to acquire in many situations and control accuracy will reduce greatly in the …

Vague controller: A generalization of fuzzy logic controller

CL Chen, CT Hsieh - International Journal of Systems Science, 1999 - Taylor & Francis
In this research, a vague controller (VC) is synthesized by using the notion of vague sets,
which are a generalization of fuzzy sets and characterized by a truth-membership function …

New time-varying fuzzy sets based on a PSO midpoint of the universe of discourse

Z Salim - International Journal of Automation and Computing, 2016 - Springer
The paper presents a robust parallel distributed compensation (PDC) fuzzy controller for a
nonlinear and certain system in continuous time described by the Takagi-Sugeno (TS) fuzzy …

The relationship between the uniform approximation rates and the shapes of fuzzy sets in fuzzy systems

Q Luo, D Yi, W Yang - Kybernetes, 2009 - emerald.com
Purpose–The purpose of this paper is to answer the question that what the best shape of
fuzzy sets is in fuzzy systems for function approximation which is essential in many …

Multidimensional interval-valued fuzzy reasoning approach based on weighted similarity measure

Q Zhang, B Li - Fuzzy Information and Engineering, 2011 - Springer
This paper focuses on presentation of a method to bidirectional interval-valued fuzzy
approximate reasoning by employing a weighted similarity measure between the fact and …