Layered argumentation for fuzzy automation controllers
Song, Insu, Governatori, Guido, and Diederich, Joachim (2010) Layered argumentation for fuzzy automation controllers. In: Proceedings of the 2010 IEEE Conference on Cybernetics and Intelligent Systems, pp. 189-194. From: 2010 IEEE Conference on Cybernetics and Intelligent Systems (CIS 2010), 20-30 June 2010, Grand Copthorne Waterfront Hotel, Singapore.
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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.
|Item Type:||Conference Item (Refereed Research Paper - E1)|
|Keywords:||RTL Verilog; RTL-VHDL; VLSI hardware description language; computational complexity; fuzzy automation controllers; layered argumentation system; nonmonotonic logic; register transfer level; automation; cybernetics; intelligence; mechatronics; robotics; robots; artificial intelligence|
|Date Deposited:||19 Oct 2012 04:34|
|FoR Codes:||08 INFORMATION AND COMPUTING SCIENCES > 0802 Computation Theory and Mathematics > 080203 Computational Logic and Formal Languages @ 50%
09 ENGINEERING > 0906 Electrical and Electronic Engineering > 090601 Circuits and Systems @ 25%
09 ENGINEERING > 0906 Electrical and Electronic Engineering > 090602 Control Systems, Robotics and Automation @ 25%
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