Estimation in Discrete Reliability Growth, a Growth Model with Coefficient Condition

SHAO Xiang,FANG Xiangzhong

系统科学与复杂性(英文) ›› 2016, Vol. 29 ›› Issue (4) : 1112-1122.

PDF(260 KB)
PDF(260 KB)
系统科学与复杂性(英文) ›› 2016, Vol. 29 ›› Issue (4) : 1112-1122. DOI: 10.1007/s11424-015-4095-z

Estimation in Discrete Reliability Growth, a Growth Model with Coefficient Condition

    SHAO Xiang , FANG Xiangzhong
作者信息 +

Estimation in Discrete Reliability Growth, a Growth Model with Coefficient Condition

    SHAO Xiang , FANG Xiangzhong
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文章历史 +

Abstract

This paper considers the well known problem of estimating reliability in discrete reliability growth context with sequence of dichotomous success-failure outcomes. More precisely, the authors generalize the simple order relationship constraint with some coefficients. The authors prove that under some mild conditions, the generalized constraint MLE problem can be transformed to a traditional isotonic problem. The authors also study the lower confidence limit estimation of reliability with sample space ranking method. A simulation is conducted to illustrate the superiority of the proposed method.

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SHAO Xiang,FANG Xiangzhong. Estimation in Discrete Reliability Growth, a Growth Model with Coefficient Condition. 系统科学与复杂性(英文), 2016, 29(4): 1112-1122 https://doi.org/10.1007/s11424-015-4095-z
SHAO Xiang , FANG Xiangzhong. Estimation in Discrete Reliability Growth, a Growth Model with Coefficient Condition. Journal of Systems Science and Complexity, 2016, 29(4): 1112-1122 https://doi.org/10.1007/s11424-015-4095-z
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