Title :
Studies on dynamic evaluating model for grey clustering and its application to a regional scientific-technical system
Author :
Bing-jun, Li ; Si-Feng, Liu
Author_Institution :
Coll. of Econ. & Manage., Nanjing Univ. of Aeronaut. & Astronaut., China
Abstract :
The limitations of the grey fixed weight clustering model (GFWCM), which can be applied to time-point analysis only, not to time-span analysis, have been pointed out in this paper. Then, based on the relative partition for grey subclass, a new model, the dynamic evaluating model for grey clustering (DEMGC) under time sequence, is put forward. The effectiveness and application of the new model were tested by an example from a regional scientific-technical system. The results showed that DEMGC could not only effectively analyze the time-span grey clustering, but also sufficiently employ the information from a time-span with small amount of computation. So the depth and the range of the application of DEMGC are developed.
Keywords :
grey systems; pattern clustering; statistical analysis; dynamic evaluating model for grey clustering model; grey fixed weight clustering model; regional scientific-technical system; relative partition; time sequence; time-point analysis; time-span grey clustering; Aerodynamics; Helium; Information analysis; System testing; Technological innovation; Telephony;
Conference_Titel :
Networking, Sensing and Control, 2005. Proceedings. 2005 IEEE
Print_ISBN :
0-7803-8812-7
DOI :
10.1109/ICNSC.2005.1461320