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Developing a bi-objective optimization model for solving the availability allocation problem in repairable series-parallel systems by NSGA II

机译:开发双目标优化模型,用于解决NsGa II中可修复串并联系统中的可用性分配问题

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摘要

Bi-objective optimization of the availability allocation problem in a series-parallel system with repairable components is aimed in this paper. The two objectives of the problem are the availability of the system and the total cost of the system. Regarding the previous studies in series-parallel systems, the main contribution of this study is to expand the redundancy allocation problems to systems that have repairable components. Therefore, the considered systems in this paper are the systems that have repairable components in their configurations and subsystems. Due to the complexity of the model, a meta-heuristic method called as non-dominated sorting genetic algorithm is applied to find Pareto front. After finding the Pareto front, a procedure is used to select the best solution from the Pareto front.
机译:本文针对具有可修复组件的串并联系统中的可用性分配问题进行双目标优化。问题的两个目标是系统的可用性和系统的总成本。关于串联-并联系统的先前研究,该研究的主要贡献是将冗余分配问题扩展到具有可修复组件的系统。因此,本文考虑的系统是在其配置和子系统中具有可修复组件的系统。由于模型的复杂性,一种称为非支配排序遗传算法的元启发式方法被用于查找帕累托锋。找到帕累托前沿之后,将使用一个过程从帕累托前沿中选择最佳解决方案。

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