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Using genetic algorithm to optimize a system with repairable components and multi-vacations for repairmen | ||
International Journal of Nonlinear Analysis and Applications | ||
مقاله 251، دوره 13، شماره 2، مهر 2022، صفحه 3139-3144 اصل مقاله (553.93 K) | ||
نوع مقاله: Research Paper | ||
شناسه دیجیتال (DOI): 10.22075/ijnaa.2022.27935.3760 | ||
نویسنده | ||
Mohammadreza Shahriari* | ||
Faculty of Industrial Management, South Tehran Branch, Islamic Azad University, Tehran, Iran | ||
تاریخ دریافت: 06 مرداد 1401، تاریخ پذیرش: 09 مرداد 1401 | ||
چکیده | ||
In this paper, we present a redundancy allocation problem (RAP) with series-parallel sub-systems and repairable components. The repairmen will go on multiple vacations. In repairable systems, a fundamental aspect to be considered is to predict the reliability of the systems under study. Set a reliability model for repairable systems, however, is still a challenging problem when considering the dependency This paper aims to evaluate the number of components and repairmen in each sub-system. Because this RAP belongs to Np. Hard problems, also, a Genetic algorithm to solve the presented model. | ||
کلیدواژهها | ||
Redundancy allocation problem؛ Multiple vacation repairmen؛ Reparable components؛ Genetic algorithm | ||
مراجع | ||
[1] M.S. Chern, On the computational complexity of reliability redundancy allocation in a series system, Operat. Res. Lett. 11 (1992), 309–315. [2] D.W. Coit and A. Konak, Multiple weighted objectives heuristic for the redundancy allocation problem, IEEE Trans. Reliab. 55 (2006), no. 3, 551–558. [3] D.W. Coit and A. Smith, Optimization approaches to the redundancy allocation to the redundancy allocation problem for series-parallel systems, Proc. Fourth Ind. Engin. Res. Conf., 1995, pp. 342–349. [4] D.E. Fyffe, W.W. Hines and N.K. Lee, System reliability allocation and a compactional algorithm, IEEE Trans. Reliab. 17 (1968), 64–69. [5] J. Holland, Adaptation in natural and artificial systems, University of Michigan Press, 1975. [6] Y.C. Liang and A. Smith, An ant colony optimization algorithm for the redundancy allocation problem (RAP), IEEE Trans. Reliab. 53 (2004), no. 3, 417–423. [7] Y.C. Liang and C.C. Wu, A variable neighborhood descent algorithm for the redundancy allocation problem, Ind. Eng. Manag. Syst. 4 (2005), no. 1, 109–116. [8] N. Mahdavi-Nasab, M. Abouei Ardakan and M. Mohammadi, Water cycle algorithm for solving the reliability redundancy allocation problem with a choice of redundancy strategies, Commun. Statist. Theory Meth. 49 (2020), no. 11, 2728–2748. [9] Y. Nakagawa and S. Miyazaki, Surrogate constraints algorithm for reliability optimization problems with two constraints, IEEE Trans. Reliab. 30 (1981), 175–180. [10] Z. Ouyang, Y. Liu, S.J. Ruan and T. Jiang, An improved particle swarm optimization algorithm for reliability redundancy allocation problem with mixed redundancy strategy and heterogeneous components, Reliab. Engin. Syst. Safety 181 (2019), 62–74. [11] A. Salmasnia, S. Noori and H. Mokhtari, A redundancy allocation problem by using utility function method and ant colony optimization: the tradeoff between availability and total cost, Int. J. Syst. Assurance Eng. Manag. 10 (2019), no. 3, 416–428. [12] M.X. Sun, Y.F. Li and E. Zio, On the optimal redundancy allocation for multi-state series-parallel systems under epistemic uncertainty, Reliab. Engin. Syst. Safety 192 (2019), 106019. [13] R. Tavakkoli-Moghaddam, J. Safari and F. Sassani, Reliability optimization of series-parallel systems with a choice of redundancy strategies using a genetic algorithm, Reliab. Engin.Syst. Safety 93 (2008), 550–556. [14] L. Yuan and Z.D. Cui, Reliability analysis for the consecutive-k-out-of-n: F system with repairmen taking multiple vacations, Appl. Math. Model. 37 (2013), no. 7, 4685–4697. [15] W.Y. Yun and J.W. Kim, Multi-level redundancy optimization in series systems, Comput. Indust. Eng. 46 (2004), 337–346. [16] A. Zaretalab, V. Hajipour and M. Tavana, Redundancy allocation problem with multi-state component systems and reliable supplier selection, Reliab. Engin. Syst. Safety 193 (2020), 106629. | ||
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