Title :

Neutral Neighbors in Bi-objective Optimization: Distribution of the Most Promising for Permutation Problems

Author(s) :

Kessaci, Marie-Éléonore [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]

Conference title :

EMO 2017 - 9th International Conference on Evolutionary Multi-Criterion Optimization

City :

Munster

Country :

Allemagne

Start date of the conference :

2017-03-19

Book title :

EMO 2017: Evolutionary Multi-Criterion Optimization

Journal title :

LNCS

Publisher :

Springer

Publication date :

2017

English keyword(s) :

neutrality
multi-objective optimization
epsilon-indicator
neighborhood
fitness landscape

HAL domain(s) :

Informatique [cs]/Mathématique discrète [cs.DM]

English abstract : [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 ...
Show more >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.Show less >

Language :

Anglais

Peer reviewed article :

Oui

Audience :

Internationale

Popular science :

Non

Collections :

• Centre de Recherche en Informatique, Signal et Automatique de Lille (CRIStAL) - UMR 9189

Source :

Harvested from HAL