Title :
Type-2 Fuzzy Reasoning Model and Algorithms
Author :
Wang Tao ; Chen Yang ; Tong Shaocheng
Author_Institution :
Liaoning Univ. of Technol., Jinzhou
Abstract :
This paper investigates three type-2 fuzzy inference models and gives fuzzy reasoning algorithms under the type-1 Mamdani fuzzy reasoning algorithms, respectively. It is proved that the proposed type-2 fuzzy reasoning algorithms are the extensions of type-1 Mamdani fuzzy reasoning algorithms and have the property of monotonicity.
Keywords :
fuzzy reasoning; type-1 Mamdani fuzzy reasoning algorithms; type-2 fuzzy inference models; type-2 fuzzy reasoning model; Control system synthesis; Expert systems; Fuzzy reasoning; Fuzzy sets; Inference algorithms; Mathematical model; Multidimensional systems; Process control; Signal processing algorithms; Uncertainty;
Conference_Titel :
Innovative Computing, Information and Control, 2007. ICICIC '07. Second International Conference on
Conference_Location :
Kumamoto
Print_ISBN :
0-7695-2882-1
DOI :
10.1109/ICICIC.2007.606
