A hybrid column-generation and genetic algorithm approach for solving large-scale multimission selective maintenance problems in serial K-out-of-n:G systems
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Production Research"
DOI: 10.1080/00207543.2022.2077670
Abstract: This paper introduces a solution method for the multimission selective maintenance problem (SMP) that combines column-generation (CG) and genetic algorithms (GAs). The multimission SMP is an optimisation problem that arises when a system performs a… read more here.
Keywords: selective maintenance; column generation; maintenance; multimission selective ... See more keywords
Hybrid Discrete Differential Evolution and Deep Q-Network for Multimission Selective Maintenance
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Reliability"
DOI: 10.1109/tr.2021.3111737
Abstract: The multimission selective maintenance problem (MSMP) for repairable systems has received increasing attention in recent years. The problem amounts to selecting a subset of feasible maintenance actions, in view of the resource limitations. For considering… read more here.
Keywords: selective maintenance; discrete differential; maintenance; differential evolution ... See more keywords