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題名 | Simulation Evaluation and Analysis of Bayes Stopping Rules for Reliability Testing=可靠度測試貝式終止法之模擬評估與分析 |
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作者 | 洪弘祈; Horng, Horng-chyi; |
期刊 | 朝陽學報 |
出版日期 | 20010600 |
卷期 | 6 2001.06[民90.06] |
頁次 | 頁413-427 |
分類號 | 494.5 |
語文 | eng |
關鍵詞 | 貝式終止法; 可靠度測試; 模擬分析; 反應曲面技術; Bayes stopping rules; Reliability testing; Simulation analysis; Response surface methodology; |
中文摘要 | 貝式終止法常被用來提高可靠度測試之效率。當最初蒐集之m筆資料顯示強烈證據支持虛無假設或替代假設時,可靠度測試便可停止。本研究之目的即在於利用模擬評估各種情形下貝式終止法之績效,以釐清未來研究之方向。本研究首先針對循序測式與批量測試分別建構兩個模擬器,執行模擬後,再以反應曲面技術建構貝式終止法績效之反應曲面,並由此曲面之資訊,建議未來研究之方向。 |
英文摘要 | Bayes stopping rules are implemented to improve the efficiency in reliability testing. Testing can e terminated when the first m data shown strong evidence either favoring the null hypothesis or the alternative hypothesis. The purpose of this research is to evaluate the Bayes stopping rules using simulation for a variety of situations so that future research direction can be shown. This study creates two simulators for sequential testing and batch testing respectively. Validations and verifications of these two simulators are presented using several approaches. Finally, response surface methodology is applied to find the response surfaces for the performance of this stopping rule. |
本系統之摘要資訊系依該期刊論文摘要之資訊為主。