Title :
Fuzzy Group Decision Making to Select the Best Alternative for Development of Groundwater Resources
Author :
Mianabadi, Hojjat ; Afshar, Abbas
Author_Institution :
Dept. of Civil Eng., Iran Univ. of Sci. & Technol., Tehran, Iran
Abstract :
Multi criteria decision making (MCDM) and group decision making (GDM) are two well practiced approaches to solve decision making problems. Group decision making combines opinions from Decision makers (DMs) into a coherent group decision. The aim of this paper is to develop a new fuzzy group decision making algorithm and apply it to a real-world groundwater development problem to select the most preferred alternative. Five decision makers (DMs) are selected to express their judgments about relative importance of 3 criteria (water pumped, cost, and risk) and have given their preferences as ordinal preferences, utility values, fuzzy preference relations and multiplicative preference relations. Decision makers´ opinions are aggregated based on a fuzzy group decision making. Ordered weighted averaging (OWA) operator has been used to aggregate decision makers´ opinions. Consensus measure is also defined to evaluate convergence between group and individual opinions. The outcomes of the proposed algorithm show that proposed fuzzy group decision making process is a relevant approach to aggregate the individual expert´s opinion and is a desirable tool to reach consensus among DMs.
Keywords :
decision making; decision theory; fuzzy set theory; groundwater; group decision support systems; operations research; coherent group decision; decision makers; fuzzy group decision making; groundwater resource development; multi criteria decision making; ordered weighted averaging operator; Aggregates; Convergence; Costs; Decision making; Delta modulation; Fuzzy sets; Fuzzy systems; Open wireless architecture; Resource management; Water resources; Fuzzy group decision making; Groundwater resource management; OWA aggregation operator;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-0-7695-3735-1
DOI :
10.1109/FSKD.2009.845