Application Research of Combined Forecasting Based on Induced Ordered Weighted Averaging Operator
Abstract
Aiming at the shortcomings of traditional weighted arithmetic combination forecasting model, using the induced ordered weighted averaging operator, according to the fitting accuracy of each single forecasting method at each time point of the sample interval to endue weighted, and with the error sum of squares as criterion, we establish a new combination forecasting model, which effectively improves the precision of combination forecasting. And the resident consumption levels were predicted using the model analysis.
Keywords
Full Text:
PDFReferences
Chen, H., & Liu, C. (2003). A kind of combination forecasting method based on Induced Ordered Weighted Averaging (IOWA) operator. Forecasting, 22(6), 61-65.
Li, X., Yue, D., & Gu, L. (2005). Time series analysis of China’s transportation freight volume. Systems Engineering-theory & Practice, 25(1), 49-55.
Qi, Y. (2008). Prediction of air transport volume based on grey system theory. China Civil Aviation, 86(2), 66-67.
Xia, L., Li, J., & Wang, H. (2011). Research and application on the method of deformation prediction based on IOWA Operato. Geomatics & Spatial Information Technology, 34(1), 208-212.
Xu, X., & Xia, C. (2012). Consumption level of Chinese residents and empirical analysis of the relationship between economic growth. Prices Monthly, 19(4), 54-57.
Zhan, W., & Qi, X. (2009). Regional consumption levels and empirical analysis of the relationship between economic growth. Statistics and Decision, (11), 97-98.
DOI: http://dx.doi.org/10.3968/5482
Refbacks
- There are currently no refbacks.
Copyright (c)
Reminder
- How to do online submission to another Journal?
- If you have already registered in Journal A, then how can you submit another article to Journal B? It takes two steps to make it happen:
1. Register yourself in Journal B as an Author
- Find the journal you want to submit to in CATEGORIES, click on “VIEW JOURNAL”, “Online Submissions”, “GO TO LOGIN” and “Edit My Profile”. Check “Author” on the “Edit Profile” page, then “Save”.
2. Submission
- Go to “User Home”, and click on “Author” under the name of Journal B. You may start a New Submission by clicking on “CLICK HERE”.
We only use three mailboxes as follows to deal with issues about paper acceptance, payment and submission of electronic versions of our journals to databases:
caooc@hotmail.com; mse@cscanada.net; mse@cscanada.org
Articles published in Management Science and Engineering are licensed under Creative Commons Attribution 4.0 (CC-BY).
MANAGEMENT SCIENCE AND ENGINEERING Editorial Office
Address:1055 Rue Lucien-L'Allier, Unit #772, Montreal, QC H3G 3C4, Canada.
Telephone: 1-514-558 6138
Http://www.cscanada.net Http://www.cscanada.org
Copyright © 2010 Canadian Research & Development Centre of Sciences and Cultures