Title :
Research of forecasting in “Poor” information system of multi-element
Author :
Li Zhi-jun ; Wang Heng ; Li Zhen ; Shang Cheng ; Zheng Ye
Author_Institution :
Sch. of Autom., Wuhan Univ. of Technol., Wuhan, China
Abstract :
The traditional gray model GM (1,1) is a kind of deviation of the exponential model, with fewer required data, forecasting of high precision and no need prior information, etc., but sometimes its forecasting is ineffective. “Poor” information systems are found everywhere. In this paper, a control approach to “poor” information systems, such as social economic systems, is proposed. Firstly, “poor” information processing and SCGM-model will be discussed. Secondly, we will develop an optimal controller of “poor” information systems. The result shows that the improved gray forecasting model SCGM-model, which is simple and practical and has higher accuracy and less error, can provide scientific theoretical basis for the relevant departments to make strategy. A demonstrating example shows the fitting and forecasting results of SCGM (1,h) are rather satisfactory.
Keywords :
forecasting theory; grey systems; optimal control; exponential model deviation; gray forecasting model SCGM-model; multielement information system; optimal controller; poor information systems; social economic systems; Economic indicators; Educational institutions; Forecasting; Information systems; Mathematical model; Modeling; Predictive models; “Poor” information; GM (1,1); Grey forecasting; SCGM (1,h);
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
Conference_Location :
Sichuan
Print_ISBN :
978-1-4673-0025-4
DOI :
10.1109/FSKD.2012.6234181