A multi-objective discrete invasive weed optimization for multi-objective blocking flow-shop scheduling problem
作者:
Highlights:
• The multiple objectives are considered in the BPSP.
• A multi-objective IWO (MODIWO) is proposed to solve MOBFSP with makespan and total tardiness.
• The phases of MODIWO are redesigned according to the features of problem.
• A self-adaption phase is introduced into the framework of IWO.
• Outperforms several state-of-the-art multi-objective algorithms on the well-known benchmark instances.
摘要
•The multiple objectives are considered in the BPSP.•A multi-objective IWO (MODIWO) is proposed to solve MOBFSP with makespan and total tardiness.•The phases of MODIWO are redesigned according to the features of problem.•A self-adaption phase is introduced into the framework of IWO.•Outperforms several state-of-the-art multi-objective algorithms on the well-known benchmark instances.
论文关键词:Blocking flow-shop,Multi-objective optimization,Makespan,Total tardiness,Invasive weed optimization
论文评审过程:Received 15 January 2018, Revised 17 May 2018, Accepted 8 June 2018, Available online 28 June 2018, Version of Record 6 July 2018.
论文官网地址:https://doi.org/10.1016/j.eswa.2018.06.020