Evolutionary learning algorithm for reliable facility location under disruption
作者:
Highlights:
• Investigation of two reliable facility location problems under disruption.
• Elaboration of an evolutionary learning based solution generation approach.
• Application of the approach over an illustrative example and benchmark datasets.
• Comparative analysis and benefit assessment against previously obtained results.
• Sensitivity analysis on demand priority and different distance calculation methods.
摘要
•Investigation of two reliable facility location problems under disruption.•Elaboration of an evolutionary learning based solution generation approach.•Application of the approach over an illustrative example and benchmark datasets.•Comparative analysis and benefit assessment against previously obtained results.•Sensitivity analysis on demand priority and different distance calculation methods.
论文关键词:Facility location,Reliability,Combinatorial optimization,Evolutionary learning,Heuristics
论文评审过程:Received 31 December 2017, Revised 13 June 2018, Accepted 20 July 2018, Available online 23 July 2018, Version of Record 14 August 2018.
论文官网地址:https://doi.org/10.1016/j.eswa.2018.07.045