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題名 Forecasting Financial Indicators and Providing an Effective Selection Method for Suppliers
作者 黎氏仁
Le, Thi-Nham
Wang, Chia-Nan
Huang, Ying-Fang
貢獻者 東南亞語言與文化學士學位學程
關鍵詞 Grey prediction ; data envelopment analysis ; alliance ; supply chain
日期 2015-12
上傳時間 13-Aug-2019 09:34:44 (UTC+8)
摘要 The backlight module industry is the upstream of the thin-film-transistor liquid-crystal-display (TFT-LCD) manufacturing. The industry in Taiwan is currently facing a tough competition. This study tries to provide an effective selection method for suppliers by combining the grey prediction, data envelopment analysis (DEA) and heuristic technique. The model starts from DEA concept to find inputs and outputs, and then employs the grey prediction to predict the inputs and outputs which are based on the historic data. The analysis includes DEA to measure the operation efficiency. One of the backlight module companies is chosen to be the target company A. Eight major listed TFT-LCD companies in Taiwan were selected as alternatives for partner selection. The empirical results show that some of eight companies who have better operation efficiency may result in poor efficiency afterwards. Contrarily, some companies with poor operation efficiency have chance to get better. The proposed method can provide good advices for partners’ selection.
關聯 Journal of Science, Vol.5, No.12, pp.1233-1238
資料類型 article
dc.contributor 東南亞語言與文化學士學位學程-
dc.creator (作者) 黎氏仁-
dc.creator (作者) Le, Thi-Nham-
dc.creator (作者) Wang, Chia-Nan-
dc.creator (作者) Huang, Ying-Fang-
dc.date (日期) 2015-12-
dc.date.accessioned 13-Aug-2019 09:34:44 (UTC+8)-
dc.date.available 13-Aug-2019 09:34:44 (UTC+8)-
dc.date.issued (上傳時間) 13-Aug-2019 09:34:44 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/125133-
dc.description.abstract (摘要) The backlight module industry is the upstream of the thin-film-transistor liquid-crystal-display (TFT-LCD) manufacturing. The industry in Taiwan is currently facing a tough competition. This study tries to provide an effective selection method for suppliers by combining the grey prediction, data envelopment analysis (DEA) and heuristic technique. The model starts from DEA concept to find inputs and outputs, and then employs the grey prediction to predict the inputs and outputs which are based on the historic data. The analysis includes DEA to measure the operation efficiency. One of the backlight module companies is chosen to be the target company A. Eight major listed TFT-LCD companies in Taiwan were selected as alternatives for partner selection. The empirical results show that some of eight companies who have better operation efficiency may result in poor efficiency afterwards. Contrarily, some companies with poor operation efficiency have chance to get better. The proposed method can provide good advices for partners’ selection.-
dc.format.extent 448092 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) Journal of Science, Vol.5, No.12, pp.1233-1238-
dc.subject (關鍵詞) Grey prediction ; data envelopment analysis ; alliance ; supply chain-
dc.title (題名) Forecasting Financial Indicators and Providing an Effective Selection Method for Suppliers-
dc.type (資料類型) article-