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Artificial Intelligence and Decision Making, 2013, Issue 1, Pages 63–69
(Mi iipr390)
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This article is cited in 2 scientific papers (total in 2 papers)
Multi-criteria analysis
An algorithm of Pareto set reducing based on arbitrary finite collection of “quanta” of information
V. D. Nogin Saint Petersburg State University
Abstract:
In this paper, in the framework of the axiomatic approach, developed by the author over the past three decades, four axioms of “reasonable” choice, which outline a sufficiently broad class of multicriteria choice problems, are accepted. To narrow down the Pareto set is used some numerical information on the DM's preference relation. A method to reduce the Pareto set using an arbitrary consistent finite collection of such information is developed. The method is based on an algorithm that generates a new vector criterion with minimal number of components. The Pareto set with respect to new vector criterion gives the desired narrowing of the initial Pareto set.
Keywords:
multicriteria choice, the Pareto set, the Pareto set reducing.
Citation:
V. D. Nogin, “An algorithm of Pareto set reducing based on arbitrary finite collection of “quanta” of information”, Artificial Intelligence and Decision Making, 2013, no. 1, 63–69; Scientific and Technical Information Processing, 41:5 (2014), 309–313
Linking options:
https://www.mathnet.ru/eng/iipr390 https://www.mathnet.ru/eng/iipr/y2013/i1/p63
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Abstract page: | 44 | Full-text PDF : | 22 | References: | 1 |
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