singleton-based two-string inference in recurrent fuzzy systems参考-论文.pdf

Proceedings of the 19th World Congress
The International Federation of Automatic Control
Cape Town, South Africa. August 24-29, 2014
Singleton-Based Two-String Inference in
Recurrent Fuzzy Systems
Moritz Schneider, Jurgen¨ Adamy
Institute of Automatic Control and Mechatronics,
Control Methods and Robotics Lab,
Technische Universit¨at Darmstadt, Germany
e-mail: {schneider, jadamy}***@-
Abstract: Two-string fuzzy inference consists of two separate inference mechanisms: One
conventional fuzzy inference system that processes recommending rules, as well as a mechanism
for processing negative rules, which prevent the system from outputting their associated
values when their premise is fulfilled. Two-string inference has valuable applications in pattern
recognition and control tasks. We present a method rendering two-string inference applicable
and computationally feasible in recurrent fuzzy systems, . Mamdami-type fuzzy inference
systems equipped with defuzzified state feedback. We show the efficiency of our approach by
means of