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- W2020999719 abstract "Utility or value functions play an important role of preference models in multiple-criteria decision making. We investigate the relationships between these models and the decision-rule preference model obtained from the Dominance-based Rough Set Approach. The relationships are established by means of special “cancellation properties” used in conjoint measurement as axioms for representation of aggregation procedures. We are considering a general utility function and three of its important special cases: associative operator, Sugeno integral and ordered weighted maximum. For each of these aggregation functions we give a representation theorem establishing equivalence between a very weak cancellation property, the specific utility function and a set of rough-set decision rules. Each result is illustrated by a simple example of multiple-criteria decision making. The results show that the decision rule model we propose has clear advantages over a general utility function and its particular cases." @default.
- W2020999719 created "2016-06-24" @default.
- W2020999719 creator A5046901170 @default.
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- W2020999719 date "2004-10-01" @default.
- W2020999719 modified "2023-10-07" @default.
- W2020999719 title "Axiomatic characterization of a general utility function and its particular cases in terms of conjoint measurement and rough-set decision rules" @default.
- W2020999719 cites W1972180679 @default.
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- W2020999719 doi "https://doi.org/10.1016/j.ejor.2003.06.004" @default.
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