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A hybrid metaheuristic for multiobjective unconstrained binary quadratic programming

Arnaud Liefooghe , Sébastien Verel , Jin-Kao Hao
Applied Soft Computing, 2014, 16, pp.10-19. ⟨10.1016/j.asoc.2013.11.008⟩
Journal articles hal-00801793v3
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Combinatorial Optimization of Stochastic Multi-objective Problems: an Application to the Flow-shop Scheduling Problem

Arnaud Liefooghe , Matthieu Basseur , Laetitia Jourdan , El-Ghazali Talbi
Evolutionary Multi-criterion Optimization (EMO 2007), Feb 2007, Matsushima, Japan. pp.457--471, ⟨10.1007/978-3-540-70928-2_36⟩
Conference papers inria-00269974v1
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Métaheuristiques pour le flow-shop de permutation bi-objectif stochastique

Arnaud Liefooghe , Laetitia Jourdan , Matthieu Basseur , El-Ghazali Talbi
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2008, 22 (2), pp.183--208
Journal articles inria-00269981v1
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Problem Features vs. Algorithm Performance on Rugged Multi-objective Combinatorial Fitness Landscapes

Fabio Daolio , Arnaud Liefooghe , Sébastien Verel , Hernan Aguirre , Kiyoshi Tanaka
Evolutionary Computation, 2017, 25 (4), pp.555-585. ⟨10.1162/EVCO_a_00193⟩
Journal articles hal-01380612v1
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Experiments on local search for bi-objective unconstrained binary quadratic programming

Arnaud Liefooghe , Sébastien Verel , Luis Paquete , Jin-Kao Hao
EMO - 2015 8th International Conference on Evolutionary Multi-Criterion Optimization, 2015, Guimarães, Portugal. pp.171-186, ⟨10.1007/978-3-319-15934-8_12⟩
Conference papers hal-01093261v1
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On optimizing a bi-objective flowshop scheduling problem in uncertain environment

Arnaud Liefooghe , Matthieu Basseur , Jérémie Humeau , Laetitia Jourdan , El-Ghazali Talbi
Computers & Mathematics with Applications, 2012, 64 (2), pp.3747-3762. ⟨10.1016/j.camwa.2012.02.051⟩
Journal articles hal-00676627v1

Improvements on bicriteria pairwise sequence alignment: algorithms and applications

Maryam Abbasi , Luis Paquete , Arnaud Liefooghe , Miguel Pinheiro , Pedro Matias
Bioinformatics, 2013, 29 (8), pp.996-1003. ⟨10.1093/bioinformatics/btt098⟩
Journal articles hal-00797793v1
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A unified model for evolutionary multi-objective optimization and its implementation in a general purpose software framework

Arnaud Liefooghe , Laetitia Jourdan , El-Ghazali Talbi
IEEE Symposium on Computational intelligence in Multi-Criteria Decision-Making (IEEE~MCDM 2009), Mar 2009, Nashville, United States. pp.88-95, ⟨10.1109/SSCI.2016.7850229⟩
Conference papers hal-00763710v1
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On dominance-based multiobjective local search: design, implementation and experimental analysis on scheduling and traveling salesman problems

Arnaud Liefooghe , Jérémie Humeau , Salma Mesmoudi , Laetitia Jourdan , El-Ghazali Talbi
Journal of Heuristics, 2012, 18 (2), pp.317-352. ⟨10.1007/s10732-011-9181-3⟩
Journal articles istex hal-00628215v2
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Feature-based benchmarking of distance-based multi/many-objective optimisation problems: A machine learning perspective

Arnaud Liefooghe , Sébastien Verel , Tinkle Chugh , Jonathan Fieldsend , Richard Allmendinger , et al.
EMO 2023 - 12th International Conference on Evolutionary Multi-Criterion Optimization, Mar 2023, Leiden, Netherlands. pp.260-273, ⟨10.1007/978-3-031-27250-9_19⟩
Conference papers hal-04021499v1

Metaheuristics for biobjective flowshop scheduling

Matthieu Basseur , Arnaud Liefooghe
Metaheuristics for production scheduling, John Wiley & Sons, Inc., 2013, ⟨10.1002/9781118731598.ch9⟩
Book sections hal-00825307v1
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Instance space analysis of combinatorial multi-objective optimization problems

Estefania Yap , Mario A. Muñoz , Kate Smith-Miles , Arnaud Liefooghe
IEEE CEC 2020 - Congress on Evolutionary Computation, 2020, Glasgow, United Kingdom. ⟨10.1109/CEC48606.2020.9185664⟩
Conference papers hal-02920051v1
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On the Design of a Partition Crossover for the Quadratic Assignment Problem

Omar Abdelkafi , Bilel Derbel , Arnaud Liefooghe , Darrell Whitley
PPSN 2020 - 16th International Conference on Parallel Problem Solving from Nature, Sep 2020, Leiden, Netherlands. pp.303-316, ⟨10.1007/978-3-030-58112-1_21⟩
Conference papers hal-02921919v1
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An ensemble indicator-based density estimator for evolutionary multi-objective optimization

Jesús Guillermo Falcón-Cardona , Arnaud Liefooghe , Carlos A. Coello Coello
PPSN 2020 - Sixteenth International Conference on Parallel Problem Solving from Nature, Sep 2020, Leiden, Netherlands. pp.201-214, ⟨10.1007/978-3-030-58115-2_14⟩
Conference papers hal-02920075v1
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On local search for bi-objective knapsack problems

Arnaud Liefooghe , Luis Paquete , José Rui Figueira
Evolutionary Computation, 2013, 21 (1), pp.179-196. ⟨10.1162/EVCO_a_00074⟩
Journal articles hal-00676625v1
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Analyzing the Effect of Objective Correlation on the Efficient Set of MNK-Landscapes

Sébastien Verel , Arnaud Liefooghe , Laetitia Jourdan , Clarisse Dhaenens
Learning and Intelligent OptimizatioN Conference (LION 5), Jan 2011, Rome, Italy. pp.116-130, ⟨10.1007/978-3-642-25566-3_9⟩
Conference papers hal-00550349v1
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ParadisEO-MO: From Fitness Landscape Analysis to Efficient Local Search Algorithms

Jérémie Humeau , Arnaud Liefooghe , El-Ghazali Talbi , Sébastien Verel
[Research Report] RR-7871, INRIA. 2013
Reports hal-00665421v2
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Metaheuristics for the Bi-objective Ring Star Problem

Arnaud Liefooghe , Laetitia Jourdan , Matthieu Basseur , El-Ghazali Talbi , Edmund K. Burke
Eighth European Conference on Evolutionary Computation in Combinatorial Optimisation (EvoCOP 2008), Mar 2008, Napoli, Italy. pp.206--217, ⟨10.1007/978-3-540-78604-7_18⟩
Conference papers inria-00269978v1
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Surrogate-assisted multiobjective optimization based on decomposition

Nicolas Berveglieri , Bilel Derbel , Arnaud Liefooghe , Hernan Aguirre , Kiyoshi Tanaka
GECCO '19 - Proceedings of the Genetic and Evolutionary Computation Conference, Jul 2019, Prague, Czech Republic. pp.507-515, ⟨10.1145/3321707.3321836⟩
Conference papers hal-02292851v1
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Paradiseo: From a Modular Framework for Evolutionary Computation to the Automated Design of Metaheuristics

Johann Dreo , Arnaud Liefooghe , Sébastien Verel , Marc Schoenauer , Juan J. Merelo , et al.
GECCO 2021 - Genetic and Evolutionary Computation Conference, ACM Sigevo, Jul 2021, Lille / Virtual, France. pp.1522-1530, ⟨10.1145/3449726.3463276⟩
Conference papers pasteur-03220556v1
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Approaches for many-objective optimization: analysis and comparison on MNK-landscapes

Hernan Aguirre , Saúl Zapotecas-Martínez , Arnaud Liefooghe , Sébastien Verel , Kiyoshi Tanaka
13th International Conference on Artificial Evolution (EA 2015), Oct 2015, Lyon, France. pp.14-28
Conference papers hal-01178613v1
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Approximating Pareto Set Topology by Cubic Interpolation on Bi-objective Problems

Yuri Marca , Hernan Aguirre , Saúl Zapotecas Martinez , Arnaud Liefooghe , Bilel Derbel , et al.
EMO 2019 - International Conference on Evolutionary Multi-Criterion Optimization, Mar 2019, East Lansing, Michigan, United States. pp.386-398, ⟨10.1007/978-3-030-12598-1_31⟩
Conference papers hal-02064548v1
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Studying MOEAs Dynamics and their Performance using a Three Compartmental Model

Hugo Monzón , Hernan Aguirre , Sébastien Verel , Arnaud Liefooghe , Bilel Derbel , et al.
GECCO 2018 - Genetic and Evolutionary Computation Conference Companion, Jul 2018, Kyoto, Japan
Poster communications hal-01823709v1
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Adaptive landscape-aware constraint handling with application to binary knapsack problems

Arnaud Liefooghe , Katherine M. Malan
GECCO 2023 - Genetic and Evolutionary Computation Conference Companion, Jul 2023, Lisbon, Portugal. pp.2064-2071, ⟨10.1145/3583133.3596405⟩
Conference papers hal-04169842v1
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Applying Ising machines to multi-objective QUBOs

Mayowa Ayodele , Richard Allmendinger , Manuel López-Ibáñez , Arnaud Liefooghe , Matthieu Parizy
GECCO 2023 - Genetic and Evolutionary Computation Conference Companion, Jul 2023, Lisbon, Portugal. pp.2166-2174, ⟨10.1145/3583133.3596312⟩
Conference papers hal-04169849v1
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Metaheuristics for multiobjective optimisation: Cooperative approaches, uncertainty handling and application in logistics

Arnaud Liefooghe
4OR: A Quarterly Journal of Operations Research, 2011, 9 (2), pp.219-222. ⟨10.1007/s10288-010-0137-5⟩
Journal articles hal-00522616v1
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A parallel multiple reference point approach for multi-objective optimization

José Rui Figueira , Arnaud Liefooghe , El-Ghazali Talbi , Andrzej P. Wierzbicki
European Journal of Operational Research, 2010, 205 (2), pp.390 - 400. ⟨10.1016/j.ejor.2009.12.027⟩
Journal articles istex hal-00522619v1
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Force-based Cooperative Search Directions in Evolutionary Multi-objective Optimization

Bilel Derbel , Dimo Brockhoff , Arnaud Liefooghe
7th International Conference on Evolutionary Multi-Criterion Optimization, Mar 2013, Sheffield, United Kingdom. ⟨10.1007/978-3-642-37140-0_30⟩
Conference papers hal-00765179v1
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Landscape analysis and heuristic search for multi-objective optimization

Arnaud Liefooghe
Computer Science [cs]. Université de Lille, 2022
Habilitation à diriger des recherches tel-03758552v1
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Walsh-based surrogate-assisted multi-objective combinatorial optimization: A fine-grained analysis for pseudo-boolean functions

Bilel Derbel , Geoffrey Pruvost , Arnaud Liefooghe , Sébastien Verel , Qingfu Zhang
Applied Soft Computing, 2023, 136, pp.110061. ⟨10.1016/j.asoc.2023.110061⟩
Journal articles hal-04073811v1