Title :
Generalisations of the concept of a non-stationary fuzzy set - a starting point to a formal discussion
Author :
Garibaldi, Jonathan M. ; Jaroszewski, Marcin
Author_Institution :
Sch. of Comput. Sci., Univ. of Nottingham, Nottingham
Abstract :
In this paper we propose the concept of an instantiative fuzzy set which, in our opinion, constitutes a meaningful addition to the notion of a non-stationary fuzzy set. We begin with a formal definition of an instantiative fuzzy set, and follow specifying basic classes of instantiative fuzzy set operators: the union, the intersection and the complement. Furthermore, we provide formal definitions of selected notions relevant to instantiative fuzzy sets. At the end, we present a subclasses of instantiative fuzzy sets that might be useful for dealing with randomness and vagueness simultaneously. The work presented in this paper is at a very preliminary stage; it is meant as a starting point to a formal discussion on the capture of different facets of uncertainty.
Keywords :
fuzzy set theory; mathematical operators; complement; instantiative fuzzy set operators; intersection; nonstationary fuzzy set; uncertainty; union; Computer science; Decision making; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Humans; Hybrid intelligent systems; Temperature sensors; Uncertainty; Weather forecasting;
Conference_Titel :
Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-1818-3
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2008.4630691