Title :
Study on a Model of Intelligent Group Decision-Making Based on Fuzzy Interval Similarity Degree
Author :
Zhu Jiajun ; Zheng Jianguo
Author_Institution :
Sch. of Bus. & Manage., Donghua Univ., Shanghai
Abstract :
By means of constructing the interval of alternative´s attribute value and the similarity matrix, an intelligent group decision-making model has been established based on fuzzy interval similarity degree to solve the group multi-attribute decision-making problems with incomplete information of attribute weights and attribute effectiveness. This paper discusses the model from the following aspects: Firstly, the model uses clustering methods to get the result of ranking schemes and experts´ preferences; Secondly, through the weighted Baota principles, the model aggregates the decision categories and a complex sequence is obtained; Thirdly, according to the results of decision-making, the model can rapidly analyze and process new expert´s decision-making advices; Finally, an example concerning practical problems, is given to demonstrate the decision-making process. In summary, the model is certainly reasonable and practical which can achieve the goal of automatic identification, selection and updation based on the group interaction and individual preferences assembly.
Keywords :
expert systems; fuzzy reasoning; group decision support systems; statistical analysis; alternative attribute value; automatic identification; clustering methods; expert decision-making advice; fuzzy interval similarity degree; group interaction; group multi-attribute decision-making; intelligent group decision-making; similarity matrix; weighted Baota principle; Assembly; Business; Clustering methods; Context modeling; Decision making; Linear programming; Optimization methods; Predictive models; Sorting; Testing;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2008. WiCOM '08. 4th International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-2107-7
Electronic_ISBN :
978-1-4244-2108-4
DOI :
10.1109/WiCom.2008.2779