A novel approach for modeling system reliability characteristics in an imprecise environment
Publish place: Journal of Mathematical Modeling، Vol: 10، Issue: 3
Publish Year: 1401
نوع سند: مقاله ژورنالی
زبان: English
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شناسه ملی سند علمی:
JR_JMMO-10-3_006
تاریخ نمایه سازی: 19 خرداد 1403
Abstract:
In this paper, we introduce and investigate a new definition for the density function of fuzzy random variables. Then, based on this definition, we give a new viewpoint on aging properties. To do this end, the concepts of the hazard rate function and mean residual function are investigated for the Exponential fuzzy random variable. Also, we obtain the aging properties of new Exponential fuzzy random variables based on existing methods. Finally, using a practical example, we illustrate the proposed approach and show that the performance of proposed approach is better than two other existing methods.
Keywords:
Exponential lifetime , fuzzy parameter , survival function , Hazard rate function , mean residual life function
Authors
Javad Zendehdel
Department of Statistics, Faculty of Mathematical Sciences and Statistics, University of Birjand, Birjand, Iran
Reza Zarei
Department of Statistics, Faculty of Mathematical Sciences, University of Guilan, Rasht, Iran
Mohamad Ghasem Akbari
Department of Statistics, Faculty of Mathematical Sciences and Statistics, University of Birjand, Birjand, Iran