Designing dispatching rules with genetic programming for the unrelated machines environment with constraints

作者：

Highlights：

• Automatic generation of dispatching rules for 4 constraints.

• Automatically designed rules show superiority over the manual one.

• Including criteria makes it more difficult to generate good dispatching rules.

• For some criteria no new terminal nodes need to be defined.

摘要

•Automatic generation of dispatching rules for 4 constraints.•Automatically designed rules show superiority over the manual one.•Including criteria makes it more difficult to generate good dispatching rules.•For some criteria no new terminal nodes need to be defined.

论文关键词：Scheduling,Unrelated machines environment,Constraints,Dispatching rules,Genetic programming,Apparent tardiness cost

论文评审过程：Received 26 September 2020, Revised 6 December 2020, Accepted 25 December 2020, Available online 7 January 2021, Version of Record 5 February 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2020.114548