A linguistic fuzzy model with a monotone rule base is not always monotone

Proceedings - 4th Conference of the European Society for Fuzzy Logic and Technology and 11th French Days on Fuzzy Logic and Applications, EUSFLAT-LFA 2005 Joint Conference

Volumn , Issue , 2005, Pages 530-535

  Van Broekhoven, Ester ^a   De Baets, Bernard ^a  

^a GHENT UNIVERSITY   (Belgium)

Author keywords

Implicator based inference method; Linguistic fuzzy model; Monotone model; Monotone rule base

Indexed keywords

A-MONOTONE; CENTER OF GRAVITY; DEFUZZIFICATIONS; INFERENCE METHODS; INPUT VARIABLES; INPUT-OUTPUT; LINGUISTIC FUZZY MODELS; OUTPUT DOMAIN; RULE BASE;

LINGUISTICS;

FUZZY LOGIC;

EID: 70449432262     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. S. Assilian. Artificial intelligence in the control of real dynamical systems. PhD thesis, London University, Great Britain, 1974.
2. U. Bodenhofer. A general framework for ordering fuzzy sets. In B. Bouchon-Meunier, et al., eds, Technologies for Constructing Intelligent Systems 1: Tasks, volume 89 of Studies in Fuzziness and Soft Computing, 213-224. Physica-Verlag, Heidelberg, 2002.
3. A. Dvo?rak and D. Jedelsky. Defuzzification and chaining of rules in hierarchical fuzzy systems. In Proceedings of the EUSFLATESTYLF Joint Conference, 199-202, Palma de Mallorca, Spain, 1999.
4. K. Koo, J.M.Won, and J.S. Lee. Least squares identification of monotonic fuzzy systems. In Proceedings of NAFIPS, volume 2, 745-749, Banff, Canada, 2004.
5. E.H. Mamdani. Application of fuzzy algorithms for control of simple dynamic plant. P IEE, 121(12):1585-1588, 1974.
6. J.M. Won, S.Y. Park, and J.S. Lee. Parameter conditions for monotonic Takagi-Sugeno-Kang fuzzy system. Fuzzy Sets and Systems, 132:135-146, 2002.
7. J.M. Won, K. Seo, S.K. Hwang, and J.S. Lee. Evolutionary computation based identification of a monotonic Takagi-Sugeno-Kang fuzzy system. In Proceedings of FUZZ-IEEE, 1140-1143, Melbourne, Australia, 2001.