Title :
Layered argumentation for Fuzzy automation controllers
Author :
Song, Insu ; Governatori, Guido ; Diederich, Joachim
Author_Institution :
Sch. of Bus. & IT, James Cook Univ., QLD, Australia
Abstract :
We develop a layered argumentation system (LAS) for efficient implementation of Fuzzy automation controllers. LAS extends a logic based proposal of argumentation with subsumption concept and varying degree of confidences in beliefs. We show that this argumentation system can be used to model Fuzzy automation controllers. The argumentation system is based on a nonmonotonic logic, the computational complexity of which is known to be linear to the size of the knowledge base. LAS theories can also be mapped into RTL-VHDL (Register Transfer Level-VLSI Hardware Description Language) or RTL Verilog for very efficient hardware implementation of Fuzzy automation controllers.
Keywords :
computational complexity; fuzzy control; fuzzy logic; programmable controllers; RTL Verilog; RTL-VHDL; VLSI hardware description language; computational complexity; fuzzy automation controllers; layered argumentation system; nonmonotonic logic; register transfer level; Automatic control; Automation; Computational complexity; Control systems; Fuzzy control; Fuzzy systems; Hardware design languages; Logic; Proposals; Registers;
Conference_Titel :
Cybernetics and Intelligent Systems (CIS), 2010 IEEE Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-6499-9
DOI :
10.1109/ICCIS.2010.5518559