INSPM: An interactive evolutionary multi-objective algorithm with preference model

In this paper an interactive method for modeling the preferences of a Decision-Maker (DM) is employed to guide a modified version of the NSGA-II algorithm: the Interactive Non-dominated Sorting algorithm with Preference Model (INSPM). The INSPM’s task is to find a non-uniform sampling of the Pareto-...

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Vydané v:	Information sciences Ročník 268; s. 202 - 219
Hlavní autori:	Pedro, Luciana R., Takahashi, Ricardo H.C.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Inc 01.06.2014
Predmet:	Evolutionary computation Interactive algorithm Multi-objective optimization Progressive preference RBF network Utility function model Utility function model Progressive preference RBF network Multi-objective optimization Interactive algorithm Evolutionary computation
ISSN:	0020-0255, 1872-6291
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