Multiple criteria ranking and choice with all compatible minimal cover sets of decision rules
作者：
Highlights：
• We consider all minimal-cover sets of rules compatible with the pairwise comparisons.
• We illustrate an undesired arbitrariness of the existing rule-based algorithms.
• Robustness of the delivered ranking/choice recommendation is examined in several ways.
• We introduce a constructivist paradigm to Dominance-based Rough Set Approach.
• The proposed method is applied for evaluating the innovativeness of Polish cities.
摘要
•We consider all minimal-cover sets of rules compatible with the pairwise comparisons.•We illustrate an undesired arbitrariness of the existing rule-based algorithms.•Robustness of the delivered ranking/choice recommendation is examined in several ways.•We introduce a constructivist paradigm to Dominance-based Rough Set Approach.•The proposed method is applied for evaluating the innovativeness of Polish cities.
论文关键词：Decision analysis,Decision rule,Multiple criteria ranking,Pairwise comparisons,Dominance-based Rough Set Approach,Scoring procedures
论文评审过程：Received 29 April 2015, Revised 20 August 2015, Accepted 6 September 2015, Available online 11 September 2015, Version of Record 19 October 2015.
论文官网地址：https://doi.org/10.1016/j.knosys.2015.09.004
