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TFS
2008
153views more  TFS 2008»
9 years 8 months ago
Encoding Words Into Interval Type-2 Fuzzy Sets Using an Interval Approach
This paper presents a very practical type-2-fuzzistics methodology for obtaining interval type-2 fuzzy set (IT2 FS) models for words, one that is called an interval approach (IA). ...
Feilong Liu, Jerry M. Mendel
TFS
2008
109views more  TFS 2008»
9 years 8 months ago
Comments on "Fuzzy Probabilistic Approximation Spaces and Their Information Measures"
Some errors in our original paper in defining relative reduct with information measures are pointed out in this paper. It is shown that in our original work, Theorems 10 and 19 hol...
Qinghua Hu, Zongxia Xie, Daren Yu
TFS
2008
129views more  TFS 2008»
9 years 8 months ago
A Functional-Link-Based Neurofuzzy Network for Nonlinear System Control
Abstract--This study presents a functional-link-based neurofuzzy network (FLNFN) structure for nonlinear system control. The proposed FLNFN model uses a functional link neural netw...
Cheng-Hung Chen, Cheng-Jian Lin, Chin-Teng Lin
TFS
2008
120views more  TFS 2008»
9 years 8 months ago
Aggregation Using the Fuzzy Weighted Average as Computed by the Karnik-Mendel Algorithms
Abstract--By connecting work from two different problems-the fuzzy weighted average (FWA) and the generalized centroid of an interval type-2 fuzzy set--a new -cut algorithm for sol...
Feilong Liu, Jerry M. Mendel
TFS
2008
157views more  TFS 2008»
9 years 9 months ago
Efficient Self-Evolving Evolutionary Learning for Neurofuzzy Inference Systems
Abstract--This study proposes an efficient self-evolving evolutionary learning algorithm (SEELA) for neurofuzzy inference systems (NFISs). The major feature of the proposed SEELA i...
Cheng-Jian Lin, Cheng-Hung Chen, Chin-Teng Lin
TFS
2008
127views more  TFS 2008»
9 years 9 months ago
An Intelligent System for Machinery Condition Monitoring
A reliable monitoring system is critically needed in a wide range of industries to detect the occurrence of a fault to prevent machinery performance degradation, malfunction, and s...
Wilson Wang
TFS
2008
94views more  TFS 2008»
9 years 9 months ago
Hierarchical Fuzzy CMAC for Nonlinear Systems Modeling
Abstract--Since the fuzzy cerebellar model articulation controller (FCMAC) uses linguistic variables, it is highly intuitive and easily comprehended. Despite the FCMAC's good ...
Wen Yu, Floriberto Ortiz Rodriguez, Marco A. Moren...
TFS
2008
190views more  TFS 2008»
9 years 9 months ago
A Fast Geometric Method for Defuzzification of Type-2 Fuzzy Sets
Generalised type-2 fuzzy logic systems can not currently be used for practical problems because the amount of computation required to defuzzify a generalised type-2 fuzzy set is to...
Simon Coupland, Robert John
TFS
2008
100views more  TFS 2008»
9 years 9 months ago
Fully Evolvable Optimal Neurofuzzy Controller Using Adaptive Critic Designs
Abstract--A near-optimal neurofuzzy external controller is designed in this paper for a static compensator (STATCOM) in a multimachine power system. The controller provides an auxi...
Salman Mohagheghi, Ganesh K. Venayagamoorthy, Rona...
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