Robust Ordinal Regression for Dominance-based Rough Set Approach to multiple criteria sorting

• Published in: Information sciences Vol. 283; pp. 211 - 228
• Main Authors: Kadziński, Miłosz, Greco, Salvatore, Słowiński, Roman
• Format: Journal Article
• Language: English
• Published: Elsevier Inc 01.11.2014
• Subjects: Approximation; Compatibility; Construction; Criteria; Decision rule preference model; Dominance-based Rough Set Approach (DRSA); Multiple criteria sorting; Preference learning; Regression; Representative preference model; Robust Ordinal Regression (ROR); Robustness; Sorting; Unions; Robust Ordinal Regression (ROR); Multiple criteria sorting; Preference learning; Decision rule preference model; Dominance-based Rough Set Approach (DRSA); Representative preference model

•Method for multiple criteria sorting using decision rule preference model.•Preference information given as assignment examples.•Algorithm for generation of all minimal-cover sets of rules.•Analysis of necessary and possible assignments as well as acceptability indices.•Selection of a representative...