Title :
Possibilistic aggregation in the discrete covering problems based on the expert valuations
Author :
Sirbiladze, Gia ; Sikharulidze, Anna ; Ghvaberidze, Bezhan ; Matsaberidze, Bidzina
Author_Institution :
Dept. of Comput. Sci., Iv. Javakhishvili Tbilisi State Univ., Tbilisi, Georgia
fDate :
Nov. 29 2010-Dec. 1 2010
Abstract :
In this paper a new criterion is introduced for the discrete covering problem. Using the representation of a possibility measure through associated probabilities, a new criterion for discrete covering problem is constructed based on aggregation by the Monotone Expectation (ME) (or Choquet integral). In this criterion the a priori information represented by a possibility measure and a misbelief distribution on alternatives are condensed by aggregation instrument. A bicriterial problem is obtained using a new criterion and the criterion of average price minimization. The example on the application of a new criterion is presented, where the possibility distribution on the optimal choice of the alternatives (candidates) is represented by expert valuations.
Keywords :
fuzzy set theory; minimisation; probability; Choquet integral; average price minimization; bicriterial problem; discrete covering problems; expert valuation; monotone expectation criterion; possibilistic aggregation; possibility measurement; associated probabilities; average misbelief criterion; basic probability assignment; minimal Fuzzy Covering; monotone expectation; possibility measure;
Conference_Titel :
Intelligent Systems Design and Applications (ISDA), 2010 10th International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-1-4244-8134-7
DOI :
10.1109/ISDA.2010.5687206