gm(2,1)与时间序列组合模型的灰色预测

IF 1 4区 工程技术 Q4 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
Qiu-Feng Huang, Yong Wei
{"title":"gm(2,1)与时间序列组合模型的灰色预测","authors":"Qiu-Feng Huang, Yong Wei","doi":"10.30016/JGS.201012.0001","DOIUrl":null,"url":null,"abstract":"For non-monotonic oscillations and saturated S-shaped sequence, it proposed the GM(2,1) and time series combined model while the residual sequence meeting the conditions of residual modeling. Through EViews software, the residual sequence of GM(2,1) was analyzed, time series model were set, and then time-series model and the GM(2,1) combined were combined. Demonstrated by an example, it indicated that the simulation accuracy and prediction accuracy of the combined model have more significantly improvement than the GM(2,1) model does.","PeriodicalId":50187,"journal":{"name":"Journal of Grey System","volume":"13 1","pages":"127-132"},"PeriodicalIF":1.0000,"publicationDate":"2010-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Grey Forecasts of Combination Model-GM(2,1) and Time-series\",\"authors\":\"Qiu-Feng Huang, Yong Wei\",\"doi\":\"10.30016/JGS.201012.0001\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"For non-monotonic oscillations and saturated S-shaped sequence, it proposed the GM(2,1) and time series combined model while the residual sequence meeting the conditions of residual modeling. Through EViews software, the residual sequence of GM(2,1) was analyzed, time series model were set, and then time-series model and the GM(2,1) combined were combined. Demonstrated by an example, it indicated that the simulation accuracy and prediction accuracy of the combined model have more significantly improvement than the GM(2,1) model does.\",\"PeriodicalId\":50187,\"journal\":{\"name\":\"Journal of Grey System\",\"volume\":\"13 1\",\"pages\":\"127-132\"},\"PeriodicalIF\":1.0000,\"publicationDate\":\"2010-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Grey System\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://doi.org/10.30016/JGS.201012.0001\",\"RegionNum\":4,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"MATHEMATICS, INTERDISCIPLINARY APPLICATIONS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Grey System","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.30016/JGS.201012.0001","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"MATHEMATICS, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
引用次数: 0

摘要

对于非单调振荡和饱和s形序列,提出GM(2,1)和时间序列组合模型,残差序列满足残差建模条件。通过EViews软件对GM(2,1)残差序列进行分析,建立时间序列模型,然后将时间序列模型与GM(2,1)组合。算例表明,与GM(2,1)模型相比,组合模型的模拟精度和预测精度有了更显著的提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Grey Forecasts of Combination Model-GM(2,1) and Time-series
For non-monotonic oscillations and saturated S-shaped sequence, it proposed the GM(2,1) and time series combined model while the residual sequence meeting the conditions of residual modeling. Through EViews software, the residual sequence of GM(2,1) was analyzed, time series model were set, and then time-series model and the GM(2,1) combined were combined. Demonstrated by an example, it indicated that the simulation accuracy and prediction accuracy of the combined model have more significantly improvement than the GM(2,1) model does.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Journal of Grey System
Journal of Grey System 数学-数学跨学科应用
CiteScore
2.40
自引率
43.80%
发文量
0
审稿时长
1.5 months
期刊介绍: The journal is a forum of the highest professional quality for both scientists and practitioners to exchange ideas and publish new discoveries on a vast array of topics and issues in grey system. It aims to bring forth anything from either innovative to known theories or practical applications in grey system. It provides everyone opportunities to present, criticize, and discuss their findings and ideas with others. A number of areas of particular interest (but not limited) are listed as follows: Grey mathematics- Generator of Grey Sequences- Grey Incidence Analysis Models- Grey Clustering Evaluation Models- Grey Prediction Models- Grey Decision Making Models- Grey Programming Models- Grey Input and Output Models- Grey Control- Grey Game- Practical Applications.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信