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Artificial Intelligence and Decision Making, 2009, Issue 1, Pages 5–16 (Mi iipr524)  

This article is cited in 1 scientific paper (total in 1 paper)

Multicriteria choice

Pareto set reducing based on information about the DM’ preference relation of point-set type

V. D. Nogin

Saint Petersburg State University
Full-text PDF (386 kB) Citations (1)
Abstract: The paper deals with multicriteria choice model, which includes a set of variants, a numerical vector-valued criteria, and an asymmetric DM’s preference relation. Set of selected variants is considered as a solution of the multicriteria choice problem. We assume that some reasonable axioms have been accepted. When the preference relation is known only partially, we cannot construct the set of selected variants but are able to get some upper estimate for this set based on information about the DM’s preference relation. Suppose that information on the preference relation has a point-set type. This means that the DM are ready to lose in several groups of criteria in order to obtain a gain in other group of criteria. By using this information we should form new vector criterion and build new reduced Pareto set that represents a more precise upper estimate for unknown set of selected variants than the initial Pareto set.
Keywords: Pareto set, multicriteria choice, compromise, Pareto set reducing, axiomatic approach.
English version:
Scientific and Technical Information Processing, 2011, Volume 37, Issue 5, Pages 292–300
DOI: https://doi.org/10.3103/S0147688210050059
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: V. D. Nogin, “Pareto set reducing based on information about the DM’ preference relation of point-set type”, Artificial Intelligence and Decision Making, 2009, no. 1, 5–16; Scientific and Technical Information Processing, 37:5 (2011), 292–300
Citation in format AMSBIB
\Bibitem{Nog09}
\by V.~D.~Nogin
\paper Pareto set reducing based on information about the DM’ preference relation of point-set type
\jour Artificial Intelligence and Decision Making
\yr 2009
\issue 1
\pages 5--16
\mathnet{http://mi.mathnet.ru/iipr524}
\elib{https://elibrary.ru/item.asp?id=12111261}
\transl
\jour Scientific and Technical Information Processing
\yr 2011
\vol 37
\issue 5
\pages 292--300
\crossref{https://doi.org/10.3103/S0147688210050059}
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  • https://www.mathnet.ru/eng/iipr/y2009/i1/p5
  • This publication is cited in the following 1 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Artificial Intelligence and Decision Making
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    Full-text PDF :8
    References:1
     
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