Title :
Grey geometry buffer operators with variable weights and its application in energy consumption forecast in China
Author :
Wang, Zhengxin ; Yu, Libo ; Wei, Yaguang
Author_Institution :
Sch. of Law & Political Sci., Xuchang Univ., Xuchang, China
Abstract :
This paper puts forward two geometry buffer operators with variable weights for a perturbed system. Genetic Algorithm is employed to optimized the action of buffer operators. The results show that, the adjustment degree of such buffer operators to the sequence changes in the same direction with the variable weights, while the flexibility on the controlling strength of these buffer operators is clearly superior to that of traditional ones. Finally, this paper verifies the validity and superiority of the new buffer operators through the example of the energy consumption forecast in China.
Keywords :
energy consumption; genetic algorithms; grey systems; China; energy consumption forecast; genetic algorithm; grey geometry buffer operators; perturbed system; variable weight; Biological system modeling; Data models; Educational institutions; Genetics; Predictive models; Forecast; Genetic Algorithm; Geometry Buffer Operator with Variable Weights; Grey System;
Conference_Titel :
Environmental Science and Information Application Technology (ESIAT), 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-7387-8
DOI :
10.1109/ESIAT.2010.5568974