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Author Hung-Pin Chen ♦ Zong-Mu Yeh
Source IEEE Xplore Digital Library
Content type Text
Publisher Institute of Electrical and Electronics Engineers, Inc. (IEEE)
File Format PDF
Copyright Year ©2000
Language English
Subject Domain (in DDC) Computer science, information & general works ♦ Special computer methods
Subject Keyword Fuzzy logic ♦ Fuzzy neural networks ♦ Fuzzy reasoning ♦ Fuzzy systems ♦ Graphical user interfaces ♦ Fuzzy control ♦ Inference algorithms ♦ State-space methods ♦ Management information systems ♦ Business
Abstract Presents an extended fuzzy Petri net (EFPN) model to demonstrate the dynamic behavior of fuzzy inference systems during their executing process. The proposed EFPN model is based on our previously proposed fuzzy reasoning algorithms and implemented in a GUI environment to support visual views of the dynamic behavior. The EFPN components and function are mapped from the different type of fuzzy operators of if-parts and then-parts in fuzzy rules. Further, only active fuzzy operators of active fuzzy rules are shown in the GUI windows to present the dynamic behavior. On the other hand, low complexity of the entire proposed EFPN model is available due to the mapping from the proposed fuzzy reasoning algorithms. This proposed method can decrease computation time and provide clear and global views of the dynamic behavior to the designers to reduce their design effort. The EFPN model has been applied to control a truck-and-two-trailer system. The simulation results showed that the proposed method is feasible.
Description Author affiliation: Dept. of Manage. Inf. Syst., Chung Kuo Inst. of Technol. & Commerce, Taipei, Taiwan (Hung-Pin Chen)
ISBN 0780358775
ISSN 10987584
Educational Role Student ♦ Teacher
Age Range above 22 year
Educational Use Research ♦ Reading
Education Level UG and PG
Learning Resource Type Article
Publisher Date 2000-05-07
Publisher Place USA
Rights Holder Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Size (in Bytes) 612.42 kB
Page Count 6
Starting Page 441
Ending Page 446

Source: IEEE Xplore Digital Library