Fuzzy Goal Programming Approach in Selective Maintenance Reliability Model

被引:4
|
作者
Gupta, Neha [1 ]
Ali, Irfan [1 ]
Bari, Abdul [1 ]
机构
[1] Aligarh Muslim Univ, Dept Stat & OR, Aligarh 202002, Uttar Pradesh, India
关键词
Reliability; Fuzzy Goal Programming; Compromise allocation; Selective Maintenance; Multi-objective programming;
D O I
10.18187/pjsor.v9i3.654
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
In the present paper, we have considered the allocation problem of repairable components for a parallel-series system as a multi-objective optimization problem and have discussed two different models. In first model the reliability of subsystems are considered as different objectives. In second model the cost and time spent on repairing the components are considered as two different objectives. These two models is formulated as multi-objective Nonlinear Programming Problem (MONLPP) and a Fuzzy goal programming method is used to work out the compromise allocation in multi-objective selective maintenance reliability model in which we define the membership functions of each objective function and then transform membership functions into equivalent linear membership functions by first order Taylor series and finally by forming a fuzzy goal programming model obtain a desired compromise allocation of maintenance components. A numerical example is also worked out to illustrate the computational details of the method.
引用
收藏
页码:321 / 331
页数:11
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