Title :
A fuzzy multi-objective decision-making model based on vague set and entropy method and its application
Author :
Li, Yinghai ; Liu, Ji ; Xu, Gang ; Dong, Xiaohua
Author_Institution :
Coll. of Hydraulic & Environ. Eng., China Three Gorges Univ., Yichang, China
Abstract :
A new fuzzy multi-objective decision-making model based on vague set theory and entropy method is presented in this paper. In the proposed model, the alternative schemes are weighted evaluation according to the integrated vague value of its elements relative to the ideal scheme. In order to calculate attributes weights objectively and accurately, a modified entropy weights calculation formula is proposed aiming at the problem of entropy weights be inconsistent with the information of entropy. Finally, the proposed model is applied to solve a practical reservoir flood control decision problem. The results show its rationality and feasibility.
Keywords :
decision making; decision theory; entropy; floods; fuzzy set theory; reservoirs; entropy method; fuzzy multiobjective decision-making model; reservoir flood control decision problem; vague set theory; Decision making; Entropy; Floods; Reservoirs; Set theory; Uncertainty; entropy weights; flood control decision; multi-objective decision-making; vague set;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5931-5
DOI :
10.1109/FSKD.2010.5569144