基於模糊多目標規劃之網路資料包絡分析評估面板產業之供應網路績效

Fuzzy Multi-Objective Programming Based Network Data Envelopment Analysis for Evaluating the Performance of TFT-LCD Panel Industry Supply Networks

曾雯欣(Tseng Wen-Hsin)

指導教授 ： 黃啟祐

國立臺灣師範大學/科技與工程學院/工業教育學系/碩士(2018年)

https://doi.org/10.6345/THE.NTNU.DIE.050.2018.E01

摘要

近年來受到全球化及快速變遷的市場環境影響，企業的生存除仰賴有效的運用資源外，更必須成功地與供應鏈上下游夥伴配合以達到整體的最大利益。因此供應鏈網路成為公司之間信息與技術流動的關鍵。而本研究將以網路資料包絡法來探究供應鏈網路間之績效評估。
網路資料包絡法改良自傳統資料包絡法，考慮組織或供應網路的結構，探討系統內部結構與內部流程之間的互動及影響以評估績效，且可用以分析無明確關聯的因子之間的效率，為近年來新興之方法。但因供應網路組成公司的投入、產出之資訊未必完整揭露。故本研究將提出一個多目標規劃網路資料包絡分析法模型，將可以(1)解決供應網路之投入、產出資訊揭露不完全問題；(2)分析供應網路內部生產活動；(3) 以供應網路整體的觀點來評估效率。
本研究以我國面板產業包含上游關鍵零組件供應、中游面板生產及下游產品組裝之完整供應網路實證本研究之可行性，實證研究之結果，可提供企業有利的供應鏈策略與績效改善之參考外，亦可作為投資者評估投資標的與投資組合時之依據。

關鍵字

多目標規劃 ； 網路資料包絡分析 ； 供應網路 ； 績效評估 ； 面板產業

並列摘要

In recent years, the global environment and rapid changes in the market environment, the survival of enterprises in addition to relying on the effective use of resources, but must be successful with the supply chain partners to achieve the overall best interests. So, the supply chain network has become the key to the flow of information and technology between companies. In this study, the network data envelopment method will be used to explore the performance evaluation between supply chain networks.
The network data envelopment analysis method improvement from the traditional network data envelopment analysis (DEA). It considers the structure of the organization or supply network, discusses the interaction and influence between the internal structure and the internal process of the system to evaluate the performance, and analyzes the efficiency among the unrelated factors. The input and output information of the supply network is not necessarily exposed. Therefore, this study will use a multiple objective decision making formula which can be used to analyze the uncertain values and provide: (1) to solve the supply network composed of input and output, the problem of incomplete information disclosing; (2) analysis of supply network internal production activities; (3) to evaluate efficiency in terms of the overall view of the supply network.
This research will include the TFT-LCD industry includes component providers, TFT-LCD panel manufacturers, and end product designers/assemblers the complete supply network the empirical study in Taiwan’s TFT-LCD industry. The results of empirical research can provide a useful supply network strategy and performance improvement of the enterprise reference, but also can be used as investors evaluate investment or portfolio basis.

並列關鍵字

Multiple Objective Decision Making ； Network Data Envelopment Analysis ； Supply Network ； Performance Evaluation ； TFT-LCD Panel Industry

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