Arnaud Liefooghe

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Sébastien VerelProfessor of Computer Science, Laboratoire LISIC, Université du Littoral Côte d'Opale, FranceVerified email at univ-littoral.fr
Hernan AguirreShinshu UniversityVerified email at shinshu-u.ac.jp
Laetitia JourdanProfesseur d'Université, Université de Lille, CRIStAL, CNRSVerified email at univ-lille.fr
El-Ghazali TALBIUniversité de Lille, INRIA Lille, CRISTAL, Polytech'LilleVerified email at univ-lille.fr
Clarisse DhaenensUniv. Lille, CNRS, Centrale Lille, UMR 9189 - CRIStAL - Centre de Recherche en Informatique SignalVerified email at univ-lille.fr
Matthieu BasseurLISIC, Université du Littoral Côte d'Opale, FranceVerified email at univ-littoral.fr
Qingfu ZhangChair Professor, FIEEE, City University of Hong KongVerified email at cityu.edu.hk
Luís PaqueteAssociate Professor, University of Coimbra, Departament of Informatics Engineering, CISUCVerified email at dei.uc.pt
Jérémie HumeauIMT Nord EuropeVerified email at imt-nord-europe.fr
Fabio DaolioData Scientist, NAGRA KudelskiVerified email at nagra.com
Saúl ZapotecasInstituto Nacional de Astrofisica Optica y ElectronicaVerified email at inaoep.mx
Manuel López-IbáñezProfessor of Optimisation, Alliance Manchester Business School, University of Manchester, UKVerified email at manchester.ac.uk
José Rui FigueiraCEGIST, Instituto Superior Técnico, Universidade de LisboaVerified email at tecnico.ulisboa.pt
Geoffrey PruvostData Science & R&D at Diag n'GrowVerified email at pruvost.xyz
Dimo BrockhoffInria, Ecole Polytechnique, Institut Polytechnique de ParisVerified email at inria.fr
Richard AllmendingerProfessor of Applied AI, The University of Manchester, UKVerified email at manchester.ac.uk
Salma MesmoudiParis 1 Panthéon-Sorbonne universityVerified email at iscpif.fr
Jialong Shi (石家隆)Xi'an Jiaotong UniversityVerified email at xjtu.edu.cn
Rémy ChevrierSNCFVerified email at sncf.fr
Alexandre D. JesusMaersk, University of CoimbraVerified email at adbjesus.com

Arnaud Liefooghe

Professor of AI – Université du Littoral Côte d'Opale

Verified email at univ-littoral.fr - Homepage

multi-objective optimization evolutionary computation local search fitness landscapes


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On dominance-based multiobjective local search: design, implementation and experimental analysis on scheduling and traveling salesman problems A Liefooghe, J Humeau, S Mesmoudi, L Jourdan, EG Talbi Journal of Heuristics, 1-36, 2011	116	2011
ParadisEO-MOEO: A framework for evolutionary multi-objective optimization A Liefooghe, M Basseur, L Jourdan, EG Talbi Evolutionary multi-criterion optimization, 386-400, 2007	116	2007
On the structure of multiobjective combinatorial search space: MNK-landscapes with correlated objectives S Verel, A Liefooghe, L Jourdan, C Dhaenens European Journal of Operational Research, 2012	113	2012
Solving a dial-a-ride problem with a hybrid evolutionary multi-objective approach: Application to demand responsive transport R Chevrier, A Liefooghe, L Jourdan, C Dhaenens Applied Soft Computing, 2011	103	2011
Landscape-aware performance prediction for evolutionary multiobjective optimization A Liefooghe, F Daolio, S Verel, B Derbel, H Aguirre, K Tanaka IEEE Transactions on Evolutionary Computation 24 (6), 1063-1077, 2020	92	2020
A parallel multiple reference point approach for multi-objective optimization JR Figueira, A Liefooghe, EG Talbi, AP Wierzbicki European Journal of Operational Research 205 (2), 390-400, 2010	91	2010
Cobra: A cooperative coevolutionary algorithm for bi-level optimization F Legillon, A Liefooghe, EG Talbi 2012 IEEE Congress on evolutionary computation, 1-8, 2012	85	2012
ParadisEO-MO: From fitness landscape analysis to efficient local search algorithms J Humeau, A Liefooghe, EG Talbi, S Verel Journal of Heuristics 19, 881-915, 2013	76	2013
A software framework based on a conceptual unified model for evolutionary multiobjective optimization: ParadisEO-MOEO A Liefooghe, L Jourdan, EG Talbi European Journal of Operational Research 209 (2), 104-112, 2011	69	2011
A hybrid metaheuristic for multiobjective unconstrained binary quadratic programming A Liefooghe, S Verel, JK Hao Applied Soft Computing 16, 10-19, 2014	58	2014
Combinatorial optimization of stochastic multi-objective problems: an application to the flow-shop scheduling problem A Liefooghe, M Basseur, L Jourdan, EG Talbi Evolutionary Multi-Criterion Optimization, 457-471, 2007	49	2007
The efficiency of indicator-based local search for multi-objective combinatorial optimisation problems M Basseur, A Liefooghe, K Le, EK Burke Journal of Heuristics, 1-34, 2011	45	2011
Metaheuristics and cooperative approaches for the bi-objective ring star problem A Liefooghe, L Jourdan, EG Talbi Computers & Operations Research 37 (6), 1033-1044, 2010	42*	2010
Problem features versus algorithm performance on rugged multiobjective combinatorial fitness landscapes F Daolio, A Liefooghe, S Verel, H Aguirre, K Tanaka Evolutionary computation 25 (4), 555-585, 2017	41	2017
A correlation analysis of set quality indicator values in multiobjective optimization A Liefooghe, B Derbel Proceedings of the Genetic and Evolutionary Computation Conference 2016, 581-588, 2016	41	2016
Paradiseo: from a modular framework for evolutionary computation to the automated design of metaheuristics: 22 years of Paradiseo J Dreo, A Liefooghe, S Verel, M Schoenauer, JJ Merelo, A Quemy, ... Proceedings of the genetic and evolutionary computation conference companion …, 2021	40	2021
A surrogate model based on Walsh decomposition for pseudo-boolean functions S Verel, B Derbel, A Liefooghe, H Aguirre, K Tanaka International conference on parallel problem solving from nature, 181-193, 2018	40	2018
On the neutrality of flowshop scheduling fitness landscapes ME Marmion, C Dhaenens, L Jourdan, A Liefooghe, S Verel International Conference on Learning and Intelligent Optimization, 2011	40	2011
NILS: a neutrality-based iterated local search and its application to flowshop scheduling ME Marmion, C Dhaenens, L Jourdan, A Liefooghe, S Verel Evolutionary Computation in Combinatorial Optimization, 191-202, 2011	40	2011
Injecting CMA-ES into MOEA/D S Zapotecas-Martínez, B Derbel, A Liefooghe, D Brockhoff, H Aguirre, ... Genetic and Evolutionary Computation Conference (GECCO 2015), 783-790, 2015	37	2015

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