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Multiobjective Optimization, Scalarization, and Maximal Elements of Preorders

Paolo Bevilacqua
•
Gianni Bosi
•
Magalì Zuanon
2018
  • journal article

Periodico
ABSTRACT AND APPLIED ANALYSIS
Abstract
We characterize the existence of (weak) Pareto optimal solutions to the classical multiobjective optimization problem by referring to the naturally associated preorders and their finite (Richter-Peleg) multiutility representation. The case of a compact design space is appropriately considered by using results concerning the existence of maximal elements of preorders. The possibility of reformulating the multiobjective optimization problem for determining the weak Pareto optimal solutions by means of a scalarization procedure is finally characterized.
DOI
10.1155/2018/3804742
Archivio
http://hdl.handle.net/11368/2915746
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85042188561
https://www.hindawi.com/journals/aaa/2018/3804742/
Diritti
open access
license:creative commons
license uri:http://creativecommons.org/licenses/by/3.0/it/
FVG url
https://arts.units.it/bitstream/11368/2915746/1/3804742 (3).pdf
Soggetti
  • Multiobjective optimi...

  • maximal element

  • preorder

Scopus© citazioni
1
Data di acquisizione
Jun 7, 2022
Vedi dettagli
google-scholar
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