Artificial Intelligence and Decision Making
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Artificial Intelligence and Decision Making, 2014, Issue 4, Pages 73–82 (Mi iipr379)  

This article is cited in 12 scientific papers (total in 12 papers)

Multi-criteria analysis

Weighted sum scalarization in multicriteria optimization

V. D. Nogin

Saint Petersburg State University
Abstract: Well-known method of the weighted sum of criteria is considered in a framework of the multicriteria choice model, including decision-makers strict preference relation, as well as a set of feasible alternatives and a vector criterion. The main point of the paper is a justification of this method for solving multicriteria problems. We analyze a class of problems in which using of the weighted sum of criteria may be considered as reasonable. Moreover, a combined approach is proposed. According to this approach we should to narrow the Pareto set by some information about the decision maker preferences and then to maximize the weighted sum of criteria on a subset of Pareto set.
Keywords: weighted sum, Pareto set, Edgeworth-Pareto principle, multicriteria optimization.
English version:
Scientific and Technical Information Processing, 2015, Volume 42, Issue 6, Pages 463–469
DOI: https://doi.org/10.3103/S014768821506009X
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: V. D. Nogin, “Weighted sum scalarization in multicriteria optimization”, Artificial Intelligence and Decision Making, 2014, no. 4, 73–82; Scientific and Technical Information Processing, 42:6 (2015), 463–469
Citation in format AMSBIB
\Bibitem{Nog14}
\by V.~D.~Nogin
\paper Weighted sum scalarization in multicriteria optimization
\jour Artificial Intelligence and Decision Making
\yr 2014
\issue 4
\pages 73--82
\mathnet{http://mi.mathnet.ru/iipr379}
\elib{https://elibrary.ru/item.asp?id=22651733}
\transl
\jour Scientific and Technical Information Processing
\yr 2015
\vol 42
\issue 6
\pages 463--469
\crossref{https://doi.org/10.3103/S014768821506009X}
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  • https://www.mathnet.ru/eng/iipr379
  • https://www.mathnet.ru/eng/iipr/y2014/i4/p73
  • This publication is cited in the following 12 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 :17
    References:1
     
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