DocumentCode
2549813
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
fYear
2012
fDate
29-31 May 2012
Firstpage
143
Lastpage
146
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);
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
Conference_Location
Sichuan
Print_ISBN
978-1-4673-0025-4
Type
conf
DOI
10.1109/FSKD.2012.6234181
Filename
6234181
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