期刊
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE
卷 63, 期 -, 页码 154-169出版社
PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.omega.2015.10.010
关键词
Multiple Criteria Decision Aiding; Hierarchy of criteria; Choquet integral preference model; Robust Ordinal Regression; Stochastic Multiobjective Acceptability; Analysis; University ranking
资金
- Programma Operativo Nazionale Ricerca & Competitivita within project PONO4a2 E SINERGREEN-RES-NOVAE
- Polish National Science Center [DEC-2015/18/A/ST6/00171]
The paper deals with two important issues of Multiple Criteria Decision Aiding: interaction between criteria and hierarchical structure of criteria. To handle interactions, we apply the Choquet integral as a preference model, and to handle the hierarchy of criteria, we apply the recently proposed methodology called Multiple Criteria Hierarchy Process. In addition to dealing with the above issues, we suppose that the preference information provided by the Decision Maker is indirect and has the form of pairwise comparisons of criteria with respect to their importance and pairwise preference comparisons of some pairs of alternatives with respect to some criteria. In consequence, many instances of the Choquet integral are usually compatible with this preference information. These instances are identified and exploited by Robust Ordinal Regression and Stochastic Multiobjective Acceptability Analysis. To illustrate the whole approach, we show its application to a real world decision problem concerning the ranking of universities for a hypothetical Decision Maker. (C) 2015 Elsevier Ltd. All rights reserved.
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