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http://eprints.org/relation/isVersionOf https://pure.iiasa.ac.at/id/document/13156 http://eprints.org/relation/isVolatileVersionOf https://pure.iiasa.ac.at/id/document/13156 http://eprints.org/relation/isCoversheetVersionOf https://pure.iiasa.ac.at/id/document/13156 archive 351 disk0/00/00/84/32 2016-01-15 08:40:30 2021-08-27 17:20:11 2016-01-15 08:40:30 monograph show 2 Wierzbicki A.P. 7380 Granat J. 7503 Makowski M. 1254 0000-0002-6107-0972 pub iis_met iis_mod prog_ime Discrete decision problems with a large number of criteria (as compared to the number of alternatives) present specific difficulties, for example, most of decision alternatives tend to be Pareto-nondominated, some criteria might have binary character, etc. For these reasons, classical methods such as weighted sum aggregation or full utility elicitation are barely applicable for such problems. Methods that might be applied include reference point approaches, particularly if appropriately modified, equitable aggregation approaches and special hierarchical aggregation schemes. The paper presents descriptions and necessary modifications of such methods, together with associated concepts of objective versus subjective decision selection, compensatory versus non-compensatory criteria, preservation of Pareto-nondominance in hierarchical aggregation, etc. Examples show that methods effective in most difficult cases are based on reference point approaches combined with equitable aggregation and objective decision selection. 2007-12 published IR-07-025 IR-07-025 1663 1295 193 public interim_report IIASA, Laxenburg, Austria 38 FALSE info:eu-repo/semantics/book