Efficiency ranking using dominance network and multiobjective optimization indexes

作者:

Highlights:

• DMU ranking approach that synergistically combines different EIS techniques.

• TOPSIS used to integrate second-order features extracted from raw input-output data.

• In-strength, PageRank, inefficiency radius come from dominance network analysis.

• Crowding distance, hypervolume, spacing indicators from multiobjective optimization.

• The proposed approach has been applied to ranking major US airlines.

摘要

•DMU ranking approach that synergistically combines different EIS techniques.•TOPSIS used to integrate second-order features extracted from raw input-output data.•In-strength, PageRank, inefficiency radius come from dominance network analysis.•Crowding distance, hypervolume, spacing indicators from multiobjective optimization.•The proposed approach has been applied to ranking major US airlines.

论文关键词:Efficiency,Ranking,TOPSIS,PageRank,Crowding distance,Airlines

论文评审过程:Received 19 February 2018, Revised 21 January 2019, Accepted 11 February 2019, Available online 12 February 2019, Version of Record 19 February 2019.

论文官网地址:https://doi.org/10.1016/j.eswa.2019.02.016