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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Bibliographic Details

Published in:	Information sciences Vol. 268; pp. 202 - 219
Main Authors:	Pedro, Luciana R., Takahashi, Ricardo H.C.
Format:	Journal Article
Language:	English
Published:	Elsevier Inc 01.06.2014
Subjects:	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
Online Access:	Get full text
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