Title :
Study on Grey Fixed Weight Clustering Decision-making Based on Entropy Weight
Author :
Mi, Chuanmin ; Liu, Sifeng ; Dang, Yaoguo ; Zhou, Jing
Author_Institution :
Nanjing Univ. of Aeronaut. & Astronaut., Nanjing
Abstract :
Grey fixed weight clustering decision-making is an important part of grey system theory. In traditional method, the weight of the indexes is given in advance. The study on how to get the weight of different indexes scientifically is not taken into account by people. In this paper, a method of getting weight is proposed based on the definition of entropy, and then the corresponding algorithm of grey fixed weight clustering decision-making based on entropy weight is given. Taken practical problem as empirical study, it indicates that the method exhibits better effect and be an effective development to grey clustering decision-making theory.
Keywords :
decision making; entropy; grey systems; pattern clustering; entropy weight; grey fixed weight clustering decision-making; grey system theory; Clustering algorithms; Cybernetics; Decision making; Educational programs; Entropy; Extraterrestrial measurements; Fuel economy; Information analysis; Information systems; Information theory;
Conference_Titel :
Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
1-4244-0099-6
Electronic_ISBN :
1-4244-0100-3
DOI :
10.1109/ICSMC.2006.384426