DocumentCode
2676772
Title
Improved prediction model of modified exponential curve
Author
Lu, Yuzhen ; Li, Qing ; Guo, Yuman
Author_Institution
Dept. of Math., Dalian Maritime Univ., Dalian, China
fYear
2012
fDate
15-17 July 2012
Firstpage
513
Lastpage
516
Abstract
Exponential curve prediction model is one of the most common prediction models[1]. This paper is mainly introduce improved model which add one-time items based on modified exponential curve prediction model. In this article, we not only proved the characteristics of the historical data which consistent with this model in theory but also describes how to solve the unknown parameters according to the given time series. Improved model overcomes the shortcomings of modified exponential curve prediction model which is only a monotonic function model. So the improved model has more extensive application value. Then, we promoted the conclusions at last.
Keywords
time series; modified exponential curve prediction model; monotonic function model; one-time items; time series; Data models; Educational institutions; Market research; Mathematical model; Polynomials; Predictive models; Time series analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Information Processing (ICICIP), 2012 Third International Conference on
Conference_Location
Dalian
Print_ISBN
978-1-4577-2144-1
Type
conf
DOI
10.1109/ICICIP.2012.6391473
Filename
6391473
Link To Document