An approach to aggregation of ordinal information in multi-criteria multi-person decision making using Choquet integral of Fubini type |
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Authors: | Jin-Hsien Wang Jongyun Hao |
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Institution: | 1. Department of Industrial Engineering and Management, Cheng Sieu University, Kaohsiung, Taiwan, ROC 2. Department of Applied Science, Naval Academy, Kaohsiung, Taiwan, ROC
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Abstract: | An algorithm for the selection among n alternatives based on the evaluation of n (distinct) groups of persons according to the same m criteria is described. The evaluation of each person for each criterion is represented by a proportional ordinal 2-tuple
and the overall opinion is aggregated by a pair of quantifier-guided ordered weighted averaging (OWA) aggregation and (floating)
anchoring value-based ordered weighted averaging (AV-OWA) aggregation operators. An example is provided to illustrate the
algorithm. The decision function of the algorithm is shown to be a Choquet integral of the associated function of two variables
(corresponding to the two aggregation processes in the algorithm) which can be accomplished alternatively by a Choquet integral
of Fubini type. |
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Keywords: | |
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