Title :
On Decision Making under Interval Uncertainty: A New Justification of Hurwicz Optimism-Pessimism Approach and its Use in Group Decision Making
Author :
Van Nam Huynh ; Nakamori, Yoshiteru ; Hu, Chenyi ; Kreinovich, Vladik
Author_Institution :
Japan Adv. Inst. of Sci. & Technol., Nomi
Abstract :
If we know the exact consequences of each action, then we can select an action with the largest value of the objective function. In practice, we often only know these values with interval uncertainty. If two intervals intersect, then some people may prefer the alternative corresponding to the first interval, and some prefer the alternative corresponding to the second interval. How can we describe the portion of people who select the first alternative? In this paper, we provide a new theoretical justification for Hurwicz optimism-pessimism approach, and we show how this approach can be used in group decision making.
Keywords :
decision making; minimax techniques; statistical distributions; uncertain systems; Hurwicz optimism-pessimism approach; group decision making; interval uncertainty; Computer science; Costs; Decision making; Insurance; Investments; Logic; Measurement units; Uncertainty; Hurwicz optimism-pessimism approach; decision making; group decision making; interval uncertainty;
Conference_Titel :
Multiple-Valued Logic, 2009. ISMVL '09. 39th International Symposium on
Conference_Location :
Naha, Okinawa
Print_ISBN :
978-1-4244-3841-9
Electronic_ISBN :
0195-623X
DOI :
10.1109/ISMVL.2009.65