Title :

Configuration of a Dynamic MOLS Algorithm for Bi-objective Flowshop Scheduling

Author(s) :

Pageau, Camille [Auteur]
Operational Research, Knowledge And Data [ORKAD]
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]
Blot, Aymeric [Auteur]
Operational Research, Knowledge And Data [ORKAD]
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]
Hoos, Holger [Auteur]
University of British Columbia [Canada] [UBC]
Kessaci, Marie-Eleonore [Auteur]
Operational Research, Knowledge And Data [ORKAD]
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]
Jourdan, Laetitia [Auteur]
Operational Research, Knowledge And Data [ORKAD]
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]

Conference title :

Evolutionary Multi-Criterion Optimization

City :

Lansing

Country :

Etats-Unis d'Amérique

Start date of the conference :

2019-03-10

Journal title :

Evolutionary Multi-Criterion Optimization

HAL domain(s) :

Informatique [cs]
Computer Science [cs]/Operations Research [math.OC]
Mathématiques [math]/Combinatoire [math.CO]

English abstract : [en]

In this work, we propose a dynamic multi-objective local search (MOLS) algorithm whose parameters are modified while it is running and a protocol for automatically configuring this algorithm. Our approach applies automated ...
Show more >In this work, we propose a dynamic multi-objective local search (MOLS) algorithm whose parameters are modified while it is running and a protocol for automatically configuring this algorithm. Our approach applies automated configuration to a static pipeline that sequentially runs multiple configurations of the MOLS algorithm. In a series of experiments for well-known benchmark instances of the bi-objective permutation flowshop scheduling problem, we show that our dynamic approach produces substantially better results than static MOLS, and that longer pipeline (with a higher number of parameters) outperform shorter ones.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