Robust Ordinal Regression and Stochastic Multiobjective Acceptability Analysis in multiple criteria hierarchy process for the Choquet integral preference model
نویسندگان
چکیده
منابع مشابه
Stochastic multiobjective acceptability analysis for the Choquet integral preference model and the scale construction problem
The Choquet integral preference model is adopted in Multiple Criteria Decision Aiding (MCDA) to deal with interactions between criteria, while the Stochastic Multiobjective Acceptability Analysis (SMAA) is an MCDA methodology considered to take into account uncertainty or imprecision on the considered data and preference parameters. In this paper, we propose to combine the Choquet integral pref...
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Within the multicriteria aggregation-disaggregation framework, ordinal regression aims at inducing the parameters of a decision model, for example those of a utility function, which have to represent some holistic preference comparisons of a Decision Maker (DM). Usually, among the many utility functions representing the DM’s preference information, only one utility function is selected. Since s...
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Choquet integral has proved to be an effective aggregation model in multiple criteria decision analysis when interactions between criteria have to be taken into consideration. Recently, some generalizations of Choquet integral have been proposed to take into account more complex forms of interaction. This is the case of the bipolar Choquet integral and of the level dependent Choquet integral. T...
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Warwick Business School, The University of Warwick, Coventry, CV4 7AL, United Kingdom, [email protected] Department of Economics and Business, University of Catania, Corso Italia 55, 95129 Catania, Italy, {salvatore.corrente, salgreco}@unict.it University of Portsmouth, Portsmouth Business School, Centre of Operations Research and Logistics (CORL), Portsmouth PO1 3DE, United Kingdom Inst...
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ژورنال
عنوان ژورنال: Omega
سال: 2016
ISSN: 0305-0483
DOI: 10.1016/j.omega.2015.10.010