SMAA-Choquet-FlowSort: A novel user-preference-driven Choquet classifier applied to supplier evaluation

作者：

Highlights：

• A new Choquet classifier to conduct sorting based on user’s preference information.

• Integration of the Choquet integral to FlowSort.

• Criteria and reference profiles can be assessed by heterogeneous scales.

• Application of SMAA for capacity elicitation.

• Pharmaceutical supplier evaluation case study.

摘要

•A new Choquet classifier to conduct sorting based on user’s preference information.•Integration of the Choquet integral to FlowSort.•Criteria and reference profiles can be assessed by heterogeneous scales.•Application of SMAA for capacity elicitation.•Pharmaceutical supplier evaluation case study.

论文关键词：Decision analysis,Multiple criteria sorting problem,Ordinal classification problem,Stochastic Multi-criteria Acceptability Analysis,Capacity identification

论文评审过程：Received 8 September 2020, Revised 13 June 2022, Accepted 15 June 2022, Available online 21 June 2022, Version of Record 8 July 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.117898