NSGA-II variants for solving a social-conscious dual resource-constrained scheduling problem

作者：

Highlights：

• The study compares NSGA-II variants to solve multi-objective scheduling with fewer operators.

• The problems are classified by the ratio of operator-to-machine.

• The new variants are good for the cases with a small ratio.

• The existing variant fits the cases with a large ratio.

• One new variant performs well for all ratio, but not the best.

摘要

•The study compares NSGA-II variants to solve multi-objective scheduling with fewer operators.•The problems are classified by the ratio of operator-to-machine.•The new variants are good for the cases with a small ratio.•The existing variant fits the cases with a large ratio.•One new variant performs well for all ratio, but not the best.

论文关键词：MTSSDRC scheduling,Makespan,Workload unbalance,NSGA-II,Decoding schemes

论文评审过程：Received 19 April 2020, Revised 11 July 2020, Accepted 12 July 2020, Available online 25 July 2020, Version of Record 3 August 2020.

论文官网地址：https://doi.org/10.1016/j.eswa.2020.113754