Comparison of new metaheuristics, for the solution of an integrated jobs-maintenance scheduling problem
作者:
Highlights:
• The paper focuses on a single machine Jobs-Maintenance scheduling problem.
• We enhanced the MHS by Zammori et al. (2014).
• We also design a Cuckoo Search (CS) metaheuristics based on a new Lévy Flight.
• Performance of the MHS improved, but this metaheuristic remains sub-optimal.
• The newly developed CS is, instead, highly effective and robust.
摘要
•The paper focuses on a single machine Jobs-Maintenance scheduling problem.•We enhanced the MHS by Zammori et al. (2014).•We also design a Cuckoo Search (CS) metaheuristics based on a new Lévy Flight.•Performance of the MHS improved, but this metaheuristic remains sub-optimal.•The newly developed CS is, instead, highly effective and robust.
论文关键词:Cuckoo search,Harmony search,Metaheuristics,Scheduling,Single machine,Planned maintenance
论文评审过程:Received 17 July 2018, Revised 8 November 2018, Accepted 18 December 2018, Available online 20 December 2018, Version of Record 7 January 2019.
论文官网地址:https://doi.org/10.1016/j.eswa.2018.12.034