Title :
Fuzzy compromise programming for Group decision making
Author :
Prodanovic, Predrag ; Simonovic, Slobodan P.
Author_Institution :
Dept. of Civil & Environ. Eng., Univ. of Western Ontario, London, Ont., Canada
fDate :
5/1/2003 12:00:00 AM
Abstract :
A multicriteria technique named fuzzy compromise programming is combined with a methodology known as group decision making under fuzziness to come up with a new technique that supports decision making with multiple criteria and multiple participants (or experts). All criteria (qualitative and quantitative) are modeled by way of fuzzy sets, utilizing the fact that criteria values in most water resources problems are vague, imprecise and/or ill defined. The involvement of multiple experts in the decision process is achieved by incorporating each participant´s perception of criteria weights, best and worst criteria values, relative degrees of risk acceptance, as well as other parameters into the problem. The proposed methodology is illustrated with a case study taken from the literature, combined with the input of four expert individuals with diverse backgrounds. After processing the input from the experts, a group compromise decision is formulated.
Keywords :
decision making; decision theory; fuzzy logic; operations research; fuzzy compromise programming; fuzzy sets; group decision making; multicriteria technique; water resources problems; Councils; Decision making; Decision support systems; Fuzzy logic; Fuzzy sets; Fuzzy systems; Nitrogen; Resource management; Rivers; Water resources;
Journal_Title :
Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
DOI :
10.1109/TSMCA.2003.817050