Multiple criteria hierarchy process for sorting problems based on ordinal regression with additive value functions

DOI10.1007/s10479-015-1898-1zbMath1408.90148OpenAlexW371720151MaRDI QIDQ2404337

Michael Doumpos, Constantin Zopounidis, Salvatore Corrente, Greco, Salvatore, Slowinski, Roman

Publication date: 18 September 2017

Published in: Annals of Operations Research (Search for Journal in Brave)

Full work available at URL: https://researchportal.port.ac.uk/portal/en/publications/multiple-criteria-hierarchy-process-for-sorting-problems-based-on-ordinal-regression-with-additive-value-functions(c88268d4-2184-4ae0-acb3-762789df46b9).html

zbMATH Keywords

multiple criteria decision aidingrobust ordinal regressionmultiple criteria hierarchy processsorting problemsbank rating

Mathematics Subject Classification ID

Decision theory (91B06) Management decision making, including multiple objectives (90B50)

Related Items (13)

Constructing an Outranking Relation from Semantic Criteria and Ordinal Criteria for the ELECTRE Method ⋮ A new decision-making approach for multiple criteria sorting with an imbalanced set of assignment examples ⋮ A preference learning framework for multiple criteria sorting with diverse additive value models and valued assignment examples ⋮ Probabilistic ordinal regression methods for multiple criteria sorting admitting certain and uncertain preferences ⋮ Handling the multiplicity of solutions in a MOEA based PDA-THESEUS framework for multi-criteria sorting ⋮ Developing an integrated fuzzy credit rating system for SMEs using fuzzy-BWM and fuzzy-TOPSIS-sort-C ⋮ Multi-criteria classification, sorting, and clustering: a bibliometric review and research agenda ⋮ ORESTE-SORT: a novel multiple criteria sorting method for sorting port group competitiveness ⋮ Multiple criteria sorting models and methods. I: Survey of the literature ⋮ Preference disaggregation within the regularization framework for sorting problems with multiple potentially non-monotonic criteria ⋮ Active learning strategies for interactive elicitation of assignment examples for threshold-based multiple criteria sorting ⋮ Robust stochastic sorting with interacting criteria hierarchically structured ⋮ Learning non-compensatory sorting models using efficient SAT/MaxSAT formulations

Uses Software

• 4eMka2
• VisualUTA

Cites Work

• Dealing with interaction between bipolar multiple criteria preferences in PROMETHEE methods
• Multiple criteria sorting with a set of additive value functions
• Selection of a representative value function in robust multiple criteria sorting
• Ordinal regression revisited: Multiple criteria ranking using a set of additive value functions
• Dominance-based rough set approach to decision under uncertainty and time preference
• Additive conjoint measurement with ordered categories
• Multicriteria classification and sorting methods: A literature review
• Rough sets methodology for sorting problems in presence of multiple attributes and criteria
• Multicriteria decision aid classification methods
• A multicriteria decision aid methodology for sorting decision problems: The case of financial distress
• Robust ordinal regression in preference learning and ranking
• Inferring robust decision models in multicriteria classification problems: an experimental analysis
• A critical analysis of the eigenvalue method used to derive priorities in AHP
• A decade of application of the Choquet and Sugeno integrals in multi-criteria decision aid
• Rough sets theory for multicriteria decision analysis
• Preference disaggregation: 20 years of MCDA experience.
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