Title :
Fuzzy utility theory for analysing discrete choice behaviour
Author :
Cantarella, Giulio Erberto ; Fedele, Viviana
Author_Institution :
Salerno Univ.
Abstract :
The paradigm commonly used to analyze discrete choice behavior, especially within a transportation system, is based on the assumption of a perfectly rational decision-maker, whose perceived utility is modeled taking into account several sources of uncertainty. Modeling the perceived utility through a random variable leads to the random utility theory, well established for discrete choice behavior analysis of the users of a transportation system. We present first results of a research project aimed at developing an analogous fuzzy utility theory when the perceived utility is modeled through a fuzzy number
Keywords :
decision making; fuzzy set theory; random processes; transportation; uncertainty handling; utility theory; discrete choice behaviour; fuzzy utility theory; random utility theory; rational decision-maker; transportation system; uncertainty handling; Aggregates; Fuzzy set theory; Measurement uncertainty; Possibility theory; Probability; Random variables; Transportation; Utility theory;
Conference_Titel :
Uncertainty Modeling and Analysis, 2003. ISUMA 2003. Fourth International Symposium on
Conference_Location :
College Park, MD
Print_ISBN :
0-7695-1997-0
DOI :
10.1109/ISUMA.2003.1236155