Neutral Neighbors in Bi-objective Optimization: ...
Type de document :
Communication dans un congrès avec actes
Titre :
Neutral Neighbors in Bi-objective Optimization: Distribution of the Most Promising for Permutation Problems
Auteur(s) :
Kessaci, Marie-Eleonore [Auteur]
Parallel Cooperative Multi-criteria Optimization [DOLPHIN]
Université de Lille, Sciences et Technologies
Operational Research, Knowledge And Data [ORKAD]
Dhaenens, Clarisse [Auteur]
Parallel Cooperative Multi-criteria Optimization [DOLPHIN]
Université de Lille, Sciences et Technologies
Operational Research, Knowledge And Data [ORKAD]
Humeau, Jérémie [Auteur]
École des Mines de Douai [Mines Douai EMD]
Centre for Digital Systems [CERI SN - IMT Nord Europe]
Parallel Cooperative Multi-criteria Optimization [DOLPHIN]
Université de Lille, Sciences et Technologies
Operational Research, Knowledge And Data [ORKAD]
Dhaenens, Clarisse [Auteur]
Parallel Cooperative Multi-criteria Optimization [DOLPHIN]
Université de Lille, Sciences et Technologies
Operational Research, Knowledge And Data [ORKAD]
Humeau, Jérémie [Auteur]
École des Mines de Douai [Mines Douai EMD]
Centre for Digital Systems [CERI SN - IMT Nord Europe]
Titre de la manifestation scientifique :
EMO 2017 - 9th International Conference on Evolutionary Multi-Criterion Optimization
Ville :
Munster
Pays :
Allemagne
Date de début de la manifestation scientifique :
2017-03-19
Titre de l’ouvrage :
EMO 2017: Evolutionary Multi-Criterion Optimization
Titre de la revue :
LNCS
Éditeur :
Springer
Date de publication :
2017
Mot(s)-clé(s) en anglais :
neutrality
multi-objective optimization
epsilon-indicator
neighborhood
fitness landscape
multi-objective optimization
epsilon-indicator
neighborhood
fitness landscape
Discipline(s) HAL :
Informatique [cs]/Mathématique discrète [cs.DM]
Résumé en anglais : [en]
In multi-objective optimization approaches, considering neutral neighbors during the exploration has already proved its efficiency. The aim of this article is to go further in the comprehensibility of neutrality. In ...
Lire la suite >In multi-objective optimization approaches, considering neutral neighbors during the exploration has already proved its efficiency. The aim of this article is to go further in the comprehensibility of neutrality. In particular, we propose a definition of most promising neutral neighbors and study in details their distribution within neutral neighbors. As the correlation between objectives has an important impact on neighbors distribution, it will be studied. Three permutation problems are used as case studies and conclusions about neutrality encountered in these problems are provided.Lire moins >
Lire la suite >In multi-objective optimization approaches, considering neutral neighbors during the exploration has already proved its efficiency. The aim of this article is to go further in the comprehensibility of neutrality. In particular, we propose a definition of most promising neutral neighbors and study in details their distribution within neutral neighbors. As the correlation between objectives has an important impact on neighbors distribution, it will be studied. Three permutation problems are used as case studies and conclusions about neutrality encountered in these problems are provided.Lire moins >
Langue :
Anglais
Comité de lecture :
Oui
Audience :
Internationale
Vulgarisation :
Non
Collections :
Source :