Title :
Grey trend models
Author :
Wang, Ziliang ; Wang, Zhen ; Wei, Ting
Author_Institution :
Sch. of Manage., Shandong Univ., Jinan
Abstract :
First the modeling procedure of time-varying grey dynamic model is introduced on the basis of grey dynamic model theory. Then the relation between the ordinary Gompertz model and time-varying grey dynamic model is discussed, thus one kind of trend model, grey Gompertz model is derived using time-varying grey dynamic model with logarithmic transformation. Similarly, another kind of trend model, grey logistic model is derived with reciprocal transformation. The validity of the modeling methods are verified via two instances comparing with other modeling methods. The new models and methods will enrich the modeling techniques of grey system theory and of trend models.
Keywords :
grey systems; time-varying systems; transforms; grey Gompertz model; grey logistic model; grey system theory; grey trend models; logarithmic transformation; reciprocal transformation; time-varying grey dynamic model; Fuzzy systems;
Conference_Titel :
Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-1818-3
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2008.4630620