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題名 | 結合資料包絡分析法及主成份分析法應用於武器裝備系統之性能評估--以低空防禦飛彈系統為例=Evaluation of Weapon System Evaluation Using Data Envelopment Analysis with Principal Component Analysis--An Application to Low Range Air Defenses Missiles |
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作者 | 鄧世剛; 賴志強; 林谷燁; | 書刊名 | 中正嶺學報 |
卷期 | 34:1 民94.11 |
頁次 | 頁181-198 |
分類號 | 595 |
關鍵詞 | 主成份分析法; 資料包絡分析法; 武器裝備系統比較; Principal component analysis; Data envelopment analysis; Weapon system comparison; |
語文 | 中文(Chinese) |
中文摘要 | 在武器裝備系統獲得的過程中,往往會對於不同國家(或廠商)生產製造之一種作戰任數類型的武母系統當中,來評估選擇一套最好、最有效益的武器系統。而本研究的目的主要是提供一套客觀、公平及符合成本效益的方法,對不同之武器系統裝備的各項性能諸元作綜合評估比較,來選擇一套最佳、最有效益的武器系統。本研究結合主成份分析及資料包絡分析法作為評估的方法,並針對不同國家生產製造型式之低空防禦飛彈進行比較分析。首先,由主成份分對於投入產出資料進行壓縮合併及簡化,再由資料包絡分析法進行效片評估分析,評估的結果可以提供決策者一個選評及採購之參考依據。 |
英文摘要 | During the process of weapon system acquisition, it usually needs to assess the best and the most effective one among the same operation weapon systems manufactured by different countries or companies. The main purpose of this study is to provide an objective and impartial method, for effecting general assessment and comparison among different systems, in order to chose the optimal and effective weapon system. This study has an application on Data Envelopment Analysis combining with Principal component Analysis, to compare and analyze different types of low range air defenses missiles manufactured by different countries. At first using the PCA to merge and simplify input and output data, then followed by DEA to proceed the assessment, then the result can provide the decision maker a reference basis for the acquisition of the weapon system. |
本系統之摘要資訊系依該期刊論文摘要之資訊為主。