scholarly journals Uncertain multiobjective redundancy allocation problem of repairable systems based on artificial bee colony algorithm

2014 ◽  
Vol 27 (6) ◽  
pp. 1477-1487 ◽  
Author(s):  
Jiansheng Guo ◽  
Zutong Wang ◽  
Mingfa Zheng ◽  
Ying Wang
Keyword(s):  
Artificial Bee Colony Algorithm ◽  
Artificial Bee Colony ◽  
Allocation Problem ◽  
Repairable Systems ◽  
Redundancy Allocation Problem ◽  
Redundancy Allocation ◽  
Bee Colony

An Artificial Bee Colony Algorithm for Multiobjective Redundancy Allocation Problem in Repairable System

2014 ◽  
Vol 519-520 ◽  
pp. 1401-1404 ◽  
Author(s):  
Qi Fang He ◽  
Zu Tong Wang ◽  
Ming Fa Zheng ◽  
Long Yan
Keyword(s):  
Artificial Bee Colony Algorithm ◽  
Artificial Bee Colony ◽  
Multiple Objectives ◽  
Allocation Problem ◽  
Selection Strategy ◽  
Repairable System ◽  
Redundancy Allocation Problem ◽  
Redundancy Allocation ◽  
Bee Colony ◽  
Tournament Selection

This paper proposed a multiobjective artificial bee colony algorithm (MOABC) to solve the reliability redundancy allocation problem (RAP) with multiple objectives, which introduces rank value and crowding distance in the greedy selection strategy, applies fast non-dominated sort procedure in the exploitation search and inserts tournament selection in the onlooker bee phase. The number of redundancy components is to be decided so as to maximize the availability and minimize the designing cost of the system simultaneously. It shows that the proposed algorithm can solve multiobjective redundancy allocation problem efficiently.

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