DocumentCode :
3409049
Title :
Developing model of grey clustering based on grey number
Author :
Junjuan, Liu ; Aizeng, Li ; FenYi, Dong
Author_Institution :
Sch. of Inf. & Manage. Sci., Henan Agric. Univ., Zhengzhou, China
fYear :
2009
fDate :
10-12 Nov. 2009
Firstpage :
708
Lastpage :
712
Abstract :
Analysis result shows that many things are grey system. According to the classical grey theory, the grey number was adopted to express the evaluation indices and clustering thresholds. Furthermore, grey number formula was presented and clustering model was built based on the trapezoid whitening weight function. The possibility idea of comparing interval number was introduced into grey number compare. Three signalized intersections were given to prove the effectiveness and reasonableness of the presented model, evaluation results conform to the actual analysis, the maximum clustering value [0.416, 0.839] of the intersection A1 belong to the III type, the maximum clustering value [0.202, 0.728] and [0.413, 0.645] of the intersection A2 and A3 belong to the IV type, and the second maximum clustering value of the intersection A2 belong to V type, the second maximum clustering value of the intersection A3 belong to the III type, not only it can carry on clustering according to the maximum value, but also act accurate sequencing in accordance with the second largest value.
Keywords :
grey systems; pattern clustering; clustering model; grey clustering; grey number; grey system; grey theory; interval number; trapezoid whitening weight function; Agricultural engineering; Appraisal; Clustering algorithms; Decision making; Filtration; Information management; Intelligent systems; Investments; Traffic control; Turning;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Grey Systems and Intelligent Services, 2009. GSIS 2009. IEEE International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-4914-9
Electronic_ISBN :
978-1-4244-4916-3
Type :
conf
DOI :
10.1109/GSIS.2009.5408221
Filename :
5408221
Link To Document :
بازگشت