This paper deals with the problem of evaluating a fuzzy quantity. We call fuzzy quantity any non-normal and non-convex fuzzy set, defined as the union of two, or more, non-normal fuzzy numbers. In order to introduce either ranking or defuzzifing procedures, we propose a definition which arises from crisp set theory: it is based on a particular fuzzy number evaluation, weighted average value (WAV) that works on alpha-cuts levels and depends on two parameters, a real number A and an additive measure S; A is connected with the optimistic or pessimistic point of view of the decision maker, S allows the decision maker to choose evaluations in particular subsets of the fuzzy number support, according to his preference.
Evaluations of fuzzy quantities / Facchinetti, Gisella; Pacchiarotti, Nicoletta. - In: FUZZY SETS AND SYSTEMS. - ISSN 0165-0114. - STAMPA. - 157:7(2006), pp. 892-903. [10.1016/j.fss.2005.08.003]
Evaluations of fuzzy quantities
FACCHINETTI, Gisella;PACCHIAROTTI, Nicoletta
2006
Abstract
This paper deals with the problem of evaluating a fuzzy quantity. We call fuzzy quantity any non-normal and non-convex fuzzy set, defined as the union of two, or more, non-normal fuzzy numbers. In order to introduce either ranking or defuzzifing procedures, we propose a definition which arises from crisp set theory: it is based on a particular fuzzy number evaluation, weighted average value (WAV) that works on alpha-cuts levels and depends on two parameters, a real number A and an additive measure S; A is connected with the optimistic or pessimistic point of view of the decision maker, S allows the decision maker to choose evaluations in particular subsets of the fuzzy number support, according to his preference.File | Dimensione | Formato | |
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