STRUCTURED FUZZY MODELS
- 1 January 1985
- journal article
- research article
- Published by Taylor & Francis in Cybernetics and Systems
- Vol. 16 (1) , 103-117
- https://doi.org/10.1080/01969728508927757
Abstract
The paper deals with a problem of modeling of fuzzy systems in random environments. A model is proposed that is capable of handling two distinct forms of imprecision, viz. randomness and fuzziness. The model is required to cope with both of them while modeling a variety of problems in management, medical diagnosis, and unsupervised pattern recognition. The models proposed in the paper are constructed and evaluated in a formal framework established by fuzzy relation equations. Randomness is introduced as additional constraints imposed on the structure of the fuzzy relation equation (hence: structured fuzzy models). The forecasting (prediction) problem is studied in detail.Keywords
This publication has 9 references indexed in Scilit:
- Analysis and synthesis of fuzzy systems by the use of probabilistic setsFuzzy Sets and Systems, 1983
- SOME APPLICATIOINAL ASPECTS OF FUZZY RELATIONAL EQUATIONS IN SYSTEM ANALYSISInternational Journal of General Systems, 1983
- An approach to the analysis of fuzzy systemsInternational Journal of Control, 1981
- Fuzzy random variables—I. definitions and theoremsInformation Sciences, 1978
- Fuzzy variablesFuzzy Sets and Systems, 1978
- Resolution of composite fuzzy relation equationsInformation and Control, 1976
- Applications of Fuzzy Sets to Systems AnalysisPublished by Springer Nature ,1975
- A definition of a nonprobabilistic entropy in the setting of fuzzy sets theoryInformation and Control, 1972
- Probability measures of Fuzzy eventsJournal of Mathematical Analysis and Applications, 1968