DocumentCode
3456560
Title
A kind of interval combination forecasting method based on induced ordered weighted geometric averaging operators
Author
Jiang, LiHui ; Chen, Huayou
Author_Institution
Dept. of Math. & Phys., HeFei Univ., Hefei, China
fYear
2010
fDate
21-23 June 2010
Firstpage
77
Lastpage
81
Abstract
With respect to the combination forecasting problem with forecast value and actual value which are interval numbers, this paper introduces IOWGA operators and a new combination forecasting model is proposed to minimize the sum of convex combination with square logarithmic errors of inerval center position and square logarithmic errors of inerval length. The IOWGA weights are calculated by a mathematical programming model. Finally a example is illustrated to show this model improves the combination forecasting accuracy efficiently.
Keywords
convex programming; forecasting theory; geometry; mathematical programming; moving average processes; IOWGA operators; convex combination; induced ordered weighted geometric averaging operators; inerval center position; interval combination forecasting method; mathematical programming model; square logarithmic errors; Accuracy; Linear programming; Mathematical model; Mathematical programming; Mathematics; Physics; Predictive models; Solid modeling; Sun; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Green Circuits and Systems (ICGCS), 2010 International Conference on
Conference_Location
Shanghai
Print_ISBN
978-1-4244-6876-8
Electronic_ISBN
978-1-4244-6877-5
Type
conf
DOI
10.1109/ICGCS.2010.5543091
Filename
5543091
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