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