{"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}
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.
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.