教師資料查詢 | 類別: 期刊論文 | 教師: 曹銳勤 RUEY-CHYN TSAUR (瀏覽個人網頁)

標題:The development of an Interval Grey Regression Model for Limited Time Series Forecasting
學年98
學期2
出版(發表)日期2010/03/01
作品名稱The development of an Interval Grey Regression Model for Limited Time Series Forecasting
作品名稱(其他語言)
著者Tsaur, Ruey-Chyn
單位淡江大學經營決策學系
出版者Kidlington: Pergamon
著錄名稱、卷期、頁數Expert Systems with Applications 37(2), pp.1200-1206
摘要The grey model GM(1, 1) is a popular forecasting method in management and engineering applications. In order to obtain more validity and reliable forecasting values, fuzzy grey regression model is proposed by hybridizing fuzzy set into grey model GM(1, 1) for solving crisp-input and fuzzy-input limited time series. In the present study, we continue to investigate and derive the interval grey regression model with a minimum regression interval by necessity analysis in which the predicted interval is possibly to be belonged to the collected interval data with certain membership degree. In the illustrative example we did not have as much information as the research institutes of Display search, iSuppli, and PIPA, but we succeeded at forecasting LCD TV demand by using the interval grey regression model with limited and interval-input data.
關鍵字Grey model GM(1, 1);Fuzzy grey regression model;Interval grey regression model;Necessity analysis
語言英文
ISSN0957-4174
期刊性質國外
收錄於SCI;EI
產學合作
通訊作者Tsaur, Ruey-Chyn
審稿制度
國別英國
公開徵稿
出版型式紙本
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