Multi-objective optimisation in inventory planning with supplier selection

作者：

Highlights：

• Proposed a two-stage integrated approach for rating suppliers and allocating orders.

• It is the first time, MOEAs are used to solve an integrated two stage fuzzy SCM problem.

• NSGA-II, SPEA-II and IBEA are evaluated.

• NSGA-II performance is better than other algorithms over 24 instances.

摘要

•Proposed a two-stage integrated approach for rating suppliers and allocating orders.•It is the first time, MOEAs are used to solve an integrated two stage fuzzy SCM problem.•NSGA-II, SPEA-II and IBEA are evaluated.•NSGA-II performance is better than other algorithms over 24 instances.

论文关键词：Interval type-2 fuzzy,Evolutionary computation,Metaheuristic,Optimisation

论文评审过程：Received 28 September 2016, Revised 19 January 2017, Accepted 6 February 2017, Available online 7 February 2017, Version of Record 16 February 2017.

论文官网地址：https://doi.org/10.1016/j.eswa.2017.02.014