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Arnaud Liefooghe

Maître de conférences

Publications

Article dans des revues

  • Alexandre Borges de Jesus, Luis Paquete, Arnaud Liefooghe. A model of anytime algorithm performance for bi-objective optimization. Journal of Global Optimization, Springer Verlag, 2021, 79, pp.329-350. ⟨10.1007/s10898-020-00909-9⟩. ⟨hal-02898963⟩
  • Arnaud Liefooghe, Fabio Daolio, Sébastien Verel, Bilel Derbel, Hernan Aguirre, et al.. Landscape-aware performance prediction for evolutionary multi-objective optimization. IEEE Transactions on Evolutionary Computation, Institute of Electrical and Electronics Engineers, 2020, 24 (6), pp.1063-1077. ⟨10.1109/TEVC.2019.2940828⟩. ⟨hal-02294201⟩
  • Fabio Daolio, Arnaud Liefooghe, Sébastien Verel, Hernan Aguirre, Kiyoshi Tanaka. Problem Features vs. Algorithm Performance on Rugged Multi-objective Combinatorial Fitness Landscapes. Evolutionary Computation, Massachusetts Institute of Technology Press (MIT Press), 2017, 25 (4), pp.555-585. ⟨10.1162/EVCO_a_00193⟩. ⟨hal-01380612⟩
  • Bilel Derbel, Jérémie Humeau, Arnaud Liefooghe, Sébastien Verel. Distributed Localized Bi-objective Search. European Journal of Operational Research, Elsevier, 2014, 239 (3), pp.731-743. ⟨10.1016/j.ejor.2014.05.040⟩. ⟨hal-01002520⟩
  • Arnaud Liefooghe, Sébastien Verel, Jin-Kao Hao. A hybrid metaheuristic for multiobjective unconstrained binary quadratic programming. Applied Soft Computing, Elsevier, 2014, 16, pp.10-19. ⟨10.1016/j.asoc.2013.11.008⟩. ⟨hal-00801793v3⟩
  • Sébastien Verel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens. On the structure of multiobjective combinatorial search space: MNK-landscapes with correlated objectives. European Journal of Operational Research, Elsevier, 2013, 227 (2), pp.331-342. ⟨10.1016/j.ejor.2012.12.019⟩. ⟨hal-00760097⟩
  • Maryam Abbasi, Luis Paquete, Arnaud Liefooghe, Miguel Pinheiro, Pedro Matias. Improvements on bicriteria pairwise sequence alignment: algorithms and applications. Bioinformatics, Oxford University Press (OUP), 2013, 29 (8), pp.996-1003. ⟨10.1093/bioinformatics/btt098⟩. ⟨hal-00797793⟩
  • Arnaud Liefooghe, Luis Paquete, José Figueira. On local search for bi-objective knapsack problems. Evolutionary Computation, Massachusetts Institute of Technology Press (MIT Press), 2013, 21 (1), pp.179-196. ⟨10.1162/EVCO_a_00074⟩. ⟨hal-00676625⟩
  • Jérémie Humeau, Arnaud Liefooghe, El-Ghazali Talbi, Sébastien Verel. ParadisEO-MO: From Fitness Landscape Analysis to Efficient Local Search Algorithms. Journal of Heuristics, Springer Verlag, 2013, 19 (6), pp.881-915. ⟨10.1007/s10732-013-9228-8⟩. ⟨hal-00832029⟩
  • Rémy Chevrier, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens. Solving a Dial-a-Ride Problem with a Hybrid Multi-objective Evolutionary Approach: Application to Demand Responsive Transport. Applied Soft Computing, Elsevier, 2012, 12 (4), pp.1247-1258. ⟨10.1016/j.asoc.2011.12.014⟩. ⟨inria-00591138v2⟩
  • Matthieu Basseur, Arnaud Liefooghe, Le Khoi, Edmund Burke. The efficiency of indicator-based local search for multi-objective combinatorial optimisation problems. Journal of Heuristics, Springer Verlag, 2012, 18 (2), pp.263-296. ⟨10.1007/s10732-011-9178-y⟩. ⟨hal-00609252⟩
  • Arnaud Liefooghe, Jérémie Humeau, Salma Mesmoudi, Laetitia Jourdan, El-Ghazali Talbi. On dominance-based multiobjective local search: design, implementation and experimental analysis on scheduling and traveling salesman problems. Journal of Heuristics, Springer Verlag, 2012, 18 (2), pp.317-352. ⟨10.1007/s10732-011-9181-3⟩. ⟨hal-00628215⟩
  • Arnaud Liefooghe, Matthieu Basseur, Jérémie Humeau, Laetitia Jourdan, El-Ghazali Talbi. On Optimizing a Bi-objective Flowshop Scheduling Problem in Uncertain Environment. Computers & Mathematics with Applications, Elsevier, 2012, 64 (2), pp.3747-3762. ⟨10.1016/j.camwa.2012.02.051⟩. ⟨hal-00676627⟩
  • Arnaud Liefooghe, Laetitia Jourdan, El-Ghazali Talbi. A software framework based on a conceptual unified model for evolutionary multiobjective optimization: ParadisEO-MOEO. European Journal of Operational Research, Elsevier, 2011, 209 (2), pp.104-112. ⟨10.1016/j.ejor.2010.07.023⟩. ⟨hal-00522612⟩
  • Arnaud Liefooghe. Metaheuristics for multiobjective optimisation: Cooperative approaches, uncertainty handling and application in logistics. 4OR: A Quarterly Journal of Operations Research, Springer Verlag, 2011, 9 (2), pp.219-222. ⟨10.1007/s10288-010-0137-5⟩. ⟨hal-00522616⟩
  • José Figueira, Arnaud Liefooghe, El-Ghazali Talbi, Andrzej Wierzbicki. A parallel multiple reference point approach for multi-objective optimization. European Journal of Operational Research, Elsevier, 2010, 205 (2), pp.390 - 400. ⟨10.1016/j.ejor.2009.12.027⟩. ⟨hal-00522619⟩
  • Arnaud Liefooghe, Laetitia Jourdan, El-Ghazali Talbi. Metaheuristics and cooperative approaches for the Bi-objective Ring Star Problem. Computers and Operations Research, Elsevier, 2010, 37 (6), pp.1033 - 1044. ⟨10.1016/j.cor.2009.09.004⟩. ⟨hal-00522622⟩
  • Arnaud Liefooghe, Laetitia Jourdan, Matthieu Basseur, El-Ghazali Talbi. Métaheuristiques pour le flow-shop de permutation bi-objectif stochastique. Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, Lavoisier, 2008, 22 (2), pp.183--208. ⟨inria-00269981⟩

Communication dans un congrès

  • Arnaud Liefooghe, Sébastien Verel, Benjamin Lacroix, Alexandru-Ciprian Zăvoianu, John Mccall. Landscape features and automated algorithm selection for multi-objective interpolated continuous optimisation problems. GECCO 2021 - The Genetic and Evolutionary Computation Conference, Jul 2021, Lille, France. pp.421-429, ⟨10.1145/3449639.3459353⟩. ⟨hal-03325676⟩
  • Alexandre Jesus, Luís Paquete, Bilel Derbel, Arnaud Liefooghe. On the design and anytime performance of indicator-based branch and bound for multi-objective combinatorial optimization. GECCO 2021 - The Genetic and Evolutionary Computation Conference, Jul 2021, Lille, France. pp.234-242, ⟨10.1145/3449639.3459360⟩. ⟨hal-03331971⟩
  • Raphaël Cosson, Bilel Derbel, Arnaud Liefooghe, Hernán Aguirre, Kiyoshi Tanaka, et al.. Decomposition-based multi-objective landscape features and automated algorithm selection. EvoCOP 2022 - 22nd European Conference on Evolutionary Computation in Combinatorial Optimization, 2021, Virtual Event, Spain. pp.34-50, ⟨10.1007/978-3-030-72904-2_3⟩. ⟨hal-03331977⟩
  • Jesús Guillermo Falcón-Cardona, Arnaud Liefooghe, Carlos Coello Coello. An ensemble indicator-based density estimator for evolutionary multi-objective optimization. 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⟩. ⟨hal-02920075⟩
  • Omar Abdelkafi, Bilel Derbel, Arnaud Liefooghe, Darrell Whitley. On the Design of a Partition Crossover for the Quadratic Assignment Problem. 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⟩. ⟨hal-02921919⟩
  • Nicolas Berveglieri, Bilel Derbel, Arnaud Liefooghe, Hernán Aguirre, Qingfu Zhang, et al.. Designing parallelism in surrogate-assisted multiobjective optimization based on decomposition. GECCO 2020 - The Genetic and Evolutionary Computation Conference, Jul 2020, Cancún (on line), Mexico. pp.462-470, ⟨10.1145/3377930.3390202⟩. ⟨hal-02949064⟩
  • Xiaoran Ruan, Ke Li, Bilel Derbel, Arnaud Liefooghe. Surrogate assisted evolutionary algorithm for medium scale multi-objective optimisation problems. GECCO 2020: The Genetic and Evolutionary Computation Conference, Jul 2020, Cancún, Mexico. pp.560-568, ⟨10.1145/3377930.3390191⟩. ⟨hal-02932303⟩
  • Alexandre Borges de Jesus, Arnaud Liefooghe, Bilel Derbel, Luis Paquete. Algorithm selection of anytime algorithms. GECCO '20: Proceedings of the 2020 Genetic and Evolutionary Computation Conference, Jul 2020, Cancún, Mexico. pp.850-858, ⟨10.1145/3377930.3390185⟩. ⟨hal-02898962⟩
  • Geoffrey Pruvost, Bilel Derbel, Arnaud Liefooghe, Sébastien Verel, Qingfu Zhang. Surrogate-assisted Multi-objective Combinatorial Optimization based on Decomposition and Walsh Basis. GECCO '20 - Genetic and Evolutionary Computation Conference, Jul 2020, Cancun, Mexico. ⟨10.1145/3377930.3390149⟩. ⟨hal-02898952⟩
  • Geoffrey Pruvost, Bilel Derbel, Arnaud Liefooghe, Ke Li, Qingfu Zhang. On the Combined Impact of Population Size and Sub-problem Selection in MOEA/D. EvoCOP 2021 - 21st European Conference on Evolutionary Computation in Combinatorial Optimization, Apr 2020, Seville, Spain. ⟨10.1007/978-3-030-43680-3_9⟩. ⟨hal-02540291⟩
  • Brahim Aboutaib, Sébastien Verel, Cyril Fonlupt, Bilel Derbel, Arnaud Liefooghe, et al.. On Stochastic Fitness Landscapes: Local Optimality and Fitness Landscape Analysis for Stochastic Search Operators. PPSN 2020 - The 16th International Conference on Parallel Problem Solving from Nature, 2020, Leiden, Netherlands. pp.97-110, ⟨10.1007/978-3-030-58115-2_7⟩. ⟨hal-02949069⟩
  • Hugo Monzón, Hernan Aguirre, Sébastien Verel, Arnaud Liefooghe, Bilel Derbel, et al.. Dynamic compartmental models for large multi-objective landscapes and performance estimation. EvoCOP 2020 - 20th European Conference on Evolutionary Computation in Combinatorial Optimisation, 2020, Seville, Spain. pp.99-113, ⟨10.1007/978-3-030-43680-3_7⟩. ⟨hal-02920043⟩
  • Estefania Yap, Mario Muñoz, Kate Smith-Miles, Arnaud Liefooghe. Instance space analysis of combinatorial multi-objective optimization problems. IEEE CEC 2020 - Congress on Evolutionary Computation, 2020, Glasgow, United Kingdom. ⟨10.1109/CEC48606.2020.9185664⟩. ⟨hal-02920051⟩
  • Arnaud Liefooghe, Sébastien Verel, Bilel Derbel, Hernan Aguirre, Kiyoshi Tanaka. Dominance, indicator and decomposition based search for multi-objective QAP: landscape analysis and automated algorithm selection. PPSN 2020 - Sixteenth International Conference on Parallel Problem Solving from Nature, 2020, Leiden, Netherlands. pp.33-47, ⟨10.1007/978-3-030-58112-1_3⟩. ⟨hal-02920085⟩
  • Bilel Derbel, Arnaud Liefooghe, Sébastien Verel, Hernan Aguirre, Kiyoshi Tanaka. New Features for Continuous Exploratory Landscape Analysis based on the SOO Tree. FOGA 2019 - 15th ACM/SIGEVO Workshop on Foundations of Genetic Algorithms, Aug 2019, Potsdam, Germany. pp.72-86. ⟨hal-02282986⟩
  • Nicolas Berveglieri, Bilel Derbel, Arnaud Liefooghe, Hernan Aguirre, Kiyoshi Tanaka. Surrogate-assisted multiobjective optimization based on decomposition. GECCO '19 - Proceedings of the Genetic and Evolutionary Computation Conference, Jul 2019, Prague, Czech Republic. pp.507-515, ⟨10.1145/3321707.3321836⟩. ⟨hal-02292851⟩
  • Hugo Monzón, Hernan Aguirre, Sébastien Verel, Arnaud Liefooghe, Bilel Derbel, et al.. Dynamic compartmental models for algorithm analysis and population size estimation. GECCO 2019 - Genetic and Evolutionary Computation Conference, Jul 2019, Prague, Czech Republic. pp.2044-2047, ⟨10.1145/3319619.3326912⟩. ⟨hal-02436226⟩
  • Omar Abdelkafi, Bilel Derbel, Arnaud Liefooghe. A Parallel Tabu Search for the Large-scale Quadratic Assignment Problem. IEEE CEC 2019 - IEEE Congress on Evolutionary Computation, Jun 2019, Wellington, New Zealand. ⟨hal-02179193⟩
  • Taishi Ito, Hernan Aguirre, Kiyoshi Tanaka, Arnaud Liefooghe, Bilel Derbel, et al.. Estimating Relevance of Variables for Effective Recombination. EMO 2019 - International Conference on Evolutionary Multi-Criterion Optimization, Mar 2019, East Lansing, Michigan, United States. pp.411-423, ⟨10.1007/978-3-030-12598-1_33⟩. ⟨hal-02064547⟩
  • Yuri Marca, Hernan Aguirre, Saúl Zapotecas Martinez, Arnaud Liefooghe, Bilel Derbel, et al.. Approximating Pareto Set Topology by Cubic Interpolation on Bi-objective Problems. 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⟩. ⟨hal-02064548⟩
  • Arnaud Liefooghe, Bilel Derbel, Sébastien Verel, Manuel López-Ibáñez, Hernan Aguirre, et al.. On Pareto local optimal solutions networks. International Conference on Parallel Problem Solving from Nature (PPSN 2018), Sep 2018, Coimbra, Portugal. pp.232-244, ⟨10.1007/978-3-319-99259-4_19⟩. ⟨hal-01823721⟩
  • Sébastien Verel, Bilel Derbel, Arnaud Liefooghe, Hernan Aguirre, Kiyoshi Tanaka. A surrogate model based on Walsh decomposition for pseudo-boolean functions. International Conference on Parallel Problem Solving from Nature (PPSN 2018), Sep 2018, Coimbra, Portugal. pp.181-193, ⟨10.1007/978-3-319-99259-4_15⟩. ⟨hal-01823725⟩
  • Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe, Jianyong Sun. Parallel Pareto local search revisited – First experimental results on bi-objective UBQP. GECCO '18: Proceedings of the Genetic and Evolutionary Computation Conference, Jul 2018, Kyoto, Japan. pp.753-760, ⟨10.1145/3205455.3205577⟩. ⟨hal-01920339⟩
  • Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Sébastien Verel, Hernan Aguirre, et al.. A set-oriented MOEA/D. GECCO 2018 - Genetic and Evolutionary Computation Conference, Jul 2018, Kyoto, Japan. pp.617-624, ⟨10.1145/3205455.3205575⟩. ⟨hal-01823671⟩
  • Arnaud Liefooghe, Manuel López-Ibáñez, Luís Paquete, Sébastien Verel. Dominance, epsilon, and hypervolume local optimal sets in multi-objective optimization, and how to tell the difference. GECCO 2018 - Genetic and Evolutionary Computation Conference, Jul 2018, Kyoto, Japan. pp.324-331, ⟨10.1145/3205455.3205572⟩. ⟨hal-01823666⟩
  • Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe, Sébastien Verel. Using Parallel Strategies to Speed Up Pareto Local Search. 11th International Conference on Simulated Evolution and Learning (SEAL 2017), Nov 2017, Shenzhen, China. ⟨hal-01581257⟩
  • Hugo Monzón, Hernan Aguirre, Sébastien Verel, Arnaud Liefooghe, Bilel Derbel, et al.. Closed state model for understanding the dynamics of MOEAs. Genetic and Evolutionary Computation Conference (GECCO 2017), Jul 2017, Berlin, Germany. ⟨hal-01496329⟩
  • Miyako Sagawa, Hernán Aguirre, Fabio Daolio, Arnaud Liefooghe, Bilel Derbel, et al.. Learning variable importance to guide recombination on many-objective optimization. 5th International Conference on Smart Computing and Artificial Intelligence (SCAI 2017), Jul 2017, Hamamatsu, Japan. ⟨hal-01581247⟩
  • Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe. A parallel tabu search for the unconstrained binary quadratic programming problem. IEEE Congress on Evolutionary Computation (CEC 2017), Jun 2017, Donostia - San Sebastián, Spain. pp.557-564. ⟨hal-01581361⟩
  • Arnaud Liefooghe, Bilel Derbel, Sébastien Verel, Hernan Aguirre, Kiyoshi Tanaka. Towards landscape-aware automatic algorithm configuration: preliminary experiments on neutral and rugged landscapes. EvoCOP 2017 - Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2017, Amsterdam, Netherlands. pp.215-232. ⟨hal-01496347⟩
  • Oliver Cuate, Bilel Derbel, Arnaud Liefooghe, El-Ghazali Talbi, Oliver Schütze. An approach for the local exploration of discrete many objective optimization problems. 9th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2017), Mar 2017, Münster, Germany. pp.135-150, ⟨10.1109/TSMCB.2008.926329⟩. ⟨hal-01581433⟩
  • Oliver Cuate, El-Ghazali Talbi, Bilel Derbel, Arnaud Liefooghe, Oliver Schütze. An approach fort he local exploration of discrete many objective optimization problems. EMO 2017 - 9th International Conference on Evolutionary Multi-Criterion Optimization, Mar 2017, Münster, Germany. pp.135-150, ⟨10.1007/978-3-319-54157-0_10⟩. ⟨hal-01654731⟩
  • Arnaud Liefooghe, Bilel Derbel, Sebastien Verel, Hernan Aguirre, Kiyoshi Tanaka. A fitness landscape analysis of Pareto local search on bi-objective permutation flowshop scheduling problems. 9th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2017), Mar 2017, Münster, Germany. ⟨10.1007/978-3-319-54157-0_29⟩. ⟨hal-01496357⟩
  • Arnaud Liefooghe, Bilel Derbel. A Correlation Analysis of Set Quality Indicator Values in Multiobjective Optimization. Genetic and Evolutionary Computation Conference (GECCO 2016), Jul 2016, Denver, United States. ⟨hal-01159961v2⟩
  • Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Hernan Aguirre, Kiyoshi Tanaka. Multi-objective Local Search Based on Decomposition. International Conference on Parallel Problem Solving from Nature (PPSN 2016), 2016, Edinburgh, United Kingdom. pp.431 - 441, ⟨10.1007/978-3-319-45823-6_40⟩. ⟨hal-01380632⟩
  • Miyako Sagawa, Hernan Aguirre, Fabio Daolio, Arnaud Liefooghe, Bilel Derbel, et al.. Learning variable importance to guide recombination. IEEE Symposium on Computational Intelligence in Multicriteria Decision-Making (IEEE MCDM 2016), 2016, Athens, Greece. ⟨hal-01380646⟩
  • Hernan Aguirre, Saúl Zapotecas-Martínez, Arnaud Liefooghe, Sébastien Verel, Kiyoshi Tanaka. Approaches for many-objective optimization: analysis and comparison on MNK-landscapes. 13th International Conference on Artificial Evolution (EA 2015), Oct 2015, Lyon, France. pp.14-28. ⟨hal-01178613⟩
  • Saúl Zapotecas-Martínez, Bilel Derbel, Arnaud Liefooghe, Hernan Aguirre, Kiyoshi Tanaka. Geometric Differential Evolution in MOEA/D: A Preliminary Study. The 14th LNCS-LNAI International Conference on Artificial Intelligence (MICAI), Oct 2015, Cuernavaca, Mexico. pp.364-376, ⟨10.1007/978-3-319-27060-9_30⟩. ⟨hal-01249127⟩
  • Saúl Zapotecas-Martínez, Bilel Derbel, Arnaud Liefooghe, Dimo Brockhoff, Hernán Aguirre, et al.. Injecting CMA-ES into MOEA/D. Genetic and Evolutionary Computation Conference (GECCO 2015), Jul 2015, Madrid, Spain. ⟨10.1145/2739480.2754754⟩. ⟨hal-01146738⟩
  • Bilel Derbel, Arnaud Liefooghe, Gauvain Marquet, El-Ghazali Talbi. A fine-grained message passing MOEA/D. IEEE Congress on Evolutionary Computation (CEC 2015), May 2015, Sendai, Japan. pp.1837-1844. ⟨hal-01151874⟩
  • Fabio Daolio, Arnaud Liefooghe, Sébastien Verel, Hernan Aguirre, Kiyoshi Tanaka. Global vs local search on multi-objective NK-landscapes: contrasting the impact of problem features. Genetic and Evolutionary Computation Conference (GECCO 2015), 2015, Madrid, Spain. pp.369-376, ⟨10.1145/2739480.2754745⟩. ⟨hal-01151882⟩
  • Arnaud Liefooghe, Sébastien Verel, Fabio Daolio, Hernan Aguirre, Kiyoshi Tanaka. A feature-based performance analysis in evolutionary multiobjective optimization. 8th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2015), 2015, Guimarães, Portugal. pp.95-109. ⟨hal-01093266⟩
  • Arnaud Liefooghe, Sébastien Verel, Luis Paquete, Jin-Kao Hao. Experiments on local search for bi-objective unconstrained binary quadratic programming. EMO - 2015 8th International Conference on Evolutionary Multi-Criterion Optimization, 2015, Guimarães, Portugal. pp.171-186, ⟨10.1007/978-3-319-15934-8_12⟩. ⟨hal-01093261⟩
  • Martin Drozdik, Kiyoshi Tanaka, Hernan Aguirre, Sébastien Verel, Arnaud Liefooghe, et al.. An Analysis of Differential Evolution Parameters on Rotated Bi-objective Optimization Functions. The Tenth International Conference on Simulated Evolution And Learning (SEAL 2014), Dec 2014, Dunedin, New Zealand. pp.1 - 12. ⟨hal-01066221⟩
  • Manuel López-Ibáñez, Arnaud Liefooghe, Sébastien Verel. Local Optimal Sets and Bounded Archiving on Multi-objective NK-Landscapes with Correlated Objectives. Parallel Problem Solving from Nature - PPSN XIII, Sep 2014, Ljubljana, Slovenia. pp.621-630, ⟨10.1007/978-3-319-10762-2_61⟩. ⟨hal-01066123⟩
  • Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sébastien Verel. On the Impact of Multiobjective Scalarizing Functions. Parallel Problem Solving from Nature - PPSN XIII, Sep 2014, Ljubljana, Slovenia. pp.548-557. ⟨hal-01066139⟩
  • Hernan Aguirre, Arnaud Liefooghe, Sébastien Verel, Kiyoshi Tanaka. An Analysis on Selection for High-Resolution Approximations in Many-Objective Optimization. Parallel Problem Solving from Nature - PPSN XIII, Sep 2014, Ljubljana, Slovenia. pp.487-497. ⟨hal-01066206⟩
  • Gauvain Marquet, Bilel Derbel, Arnaud Liefooghe, El-Ghazali Talbi. Shake them all! Rethinking Selection and Replacement in MOEA/D. Parallel Problem Solving from Nature (PPSN), Sep 2014, Ljubljana, Slovenia. ⟨hal-00987800⟩
  • Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe. Force-based Cooperative Search Directions in Evolutionary Multi-objective Optimization. 7th International Conference on Evolutionary Multi-Criterion Optimization, Mar 2013, Sheffield, United Kingdom. ⟨10.1007/978-3-642-37140-0_30⟩. ⟨hal-00765179⟩
  • Hernan Aguirre, Arnaud Liefooghe, Sébastien Verel, Kiyoshi Tanaka. Effects of population size on selection and scalability in evolutionary many-objective optimization. Learning and Intelligent OptimizatioN Conference (LION 7), 2013, Catania, Italy. pp.450-454, ⟨10.1007/978-3-642-44973-4_48⟩. ⟨hal-00805164⟩
  • Matthieu Basseur, Adrien Goëffon, Arnaud Liefooghe, Sébastien Verel. On set-based local search for multiobjective combinatorial optimization. Genetic and Evolutionary Computation Conference (GECCO 2013), 2013, Amsterdam, Netherlands. pp.471-478. ⟨hal-00805166⟩
  • Hernan Aguirre, Arnaud Liefooghe, Sébastien Verel, Kiyoshi Tanaka. A study on population size and selection lapse in many-objective optimization. IEEE Congress on Evolutionary Computation (CEC 2013), 2013, Cancún, Mexico. pp.1507-1514. ⟨hal-00825310⟩
  • Arnaud Liefooghe, Sébastien Verel, Hernan Aguirre, Kiyoshi Tanaka. What makes an instance difficult for black-box 0-1 evolutionary multiobjective optimizers?. International Conference on Artificial Evolution (EA 2013), 2013, Bordeaux, France. pp.3-15, ⟨10.1007/978-3-319-11683-9⟩. ⟨hal-00855252⟩
  • François Legillon, Arnaud Liefooghe, El-Ghazali Talbi. CoBRA: A cooperative coevolutionary algorithm for bi-level optimization. CEC 2012 - IEEE Congress on Evolutionary Computation, Jun 2012, Brisbane, Australia. pp.1--8, ⟨10.1109/CEC.2012.6256620⟩. ⟨hal-00732173⟩
  • Marie-Eleonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Verel. Conception de recherche locale en présence de neutralité. ROADEF 2012 : 13e congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Apr 2012, Angers, France. ⟨hal-00840357⟩
  • Matthieu Basseur, Adrien Goëffon, Arnaud Liefooghe, Sébastien Verel. Recherche locale multi-objectif basée sur les ensembles. 13e congrès annuel de la Société française de Recherche Opérationnelle et d’Aide à la Décision, ROADEF 2012, 2012, Angers, France. ⟨hal-03255573⟩
  • Sébastien Verel, Arnaud Liefooghe, Clarisse Dhaenens. Set-based Multiobjective Fitness Landscapes: A Preliminary Study. Genetic And Evolutionary Computation Conference, Jun 2011, Dublin, Ireland. pp.769--776, ⟨10.1145/2001576.2001681⟩. ⟨hal-00579984⟩
  • Marie-Eleonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Verel. The Road to VEGAS: Guiding the Search over Neutral Networks. Genetic And Evolutionary Computation Conference, Jun 2011, Dublin, Ireland. pp.1979--1986, ⟨10.1145/2001576.2001842⟩. ⟨hal-00579990⟩
  • Marie-Eleonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Verel. NILS: a Neutrality-based Iterated Local Search and its application to Flowshop Scheduling. 11th European Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2011, Turino, Italy. pp.191--202. ⟨hal-00563459⟩
  • Sébastien Verel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens. Pareto Local Optima of Multiobjective NK-Landscapes with Correlated Objectives. 11th European Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2011, Turino, Italy. pp.226--237. ⟨hal-00563460⟩
  • Arnaud Liefooghe, Luis Paquete, Marco Simoes, José Figueira. Connectedness and Local Search for Bicriteria Knapsack Problems. 11th European Conference on Evolutionary Computation in Combinatorial Optimisation - EvoCOP 2011, Apr 2011, Torino, Italy. pp.48-59, ⟨10.1007/978-3-642-20364-0_5⟩. ⟨hal-00575922⟩
  • Marie-Eleonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Verel. On the Neutrality of Flowshop Scheduling Fitness Landscapes. Learning and Intelligent OptimizatioN Conference (LION 5), Jan 2011, Rome, Italy. pp.238--252, ⟨10.1007/978-3-642-25566-3_18⟩. ⟨hal-00550356⟩
  • Sébastien Verel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens. Analyzing the Effect of Objective Correlation on the Efficient Set of MNK-Landscapes. Learning and Intelligent OptimizatioN Conference (LION 5), Jan 2011, Rome, Italy. pp.116-130, ⟨10.1007/978-3-642-25566-3_9⟩. ⟨hal-00550349⟩
  • Sébastien Verel, Arnaud Liefooghe, Jérémie Humeau, Laetitia Jourdan, Clarisse Dhaenens. On the Effect of Connectedness for Biobjective Multiple and Long Path Problems. Learning and Intelligent OptimizatioN Conference (LION 5), Jan 2011, Rome, Italy. pp.31--45. ⟨hal-00550353⟩
  • Arnaud Liefooghe, Luís Paquete, Marco Simões, José Figueira. Local search for the bi-objective unconstrained optimization problem.. META 2010 - International Conference on Metaheuristics and Nature Inspired Computing, Oct 2010, Tunis, Tunisia. ⟨inria-00606440⟩
  • José Figueira, Arnaud Liefooghe, El-Ghazali Talbi, Andrzej Wiersbicki. Multiple reference point-based parallel evolutionary multiobjective optimization. META 2010 - International Conference on Metaheuristics and Nature Inspired Computing, Oct 2010, Tunis, Tunisia. ⟨10.1016/j.ejor.2009.12.027⟩. ⟨inria-00606436⟩
  • Rémy Chevrier, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens. On Optimizing a Demand Responsive Transport with an Evolutionary Multiobjective Approach. ITSC 2010 - 13th International IEEE Conference on Intelligent Transport Systems, Sep 2010, Madeire, Portugal. ⟨10.1109/ITSC.2010.5625025⟩. ⟨inria-00523230⟩
  • Sébastien Verel, Laetitia Jourdan, Clarisse Dhaenens, Arnaud Liefooghe. Set-based Multiobjective Fitness Landscapes: definition, properties.. 4th Workshop on Theory of Randomized Search Heuristics, Mar 2010, Paris, France. ⟨hal-00460442⟩
  • Arnaud Liefooghe, Laetitia Jourdan, El-Ghazali Talbi. Indicator-based approaches for multiobjective optimization in uncertain environments: An application to multiobjective scheduling with stochastic processing times. 25th Mini-EURO Conference: Uncertainty and Robustness in Planning and Decision Making (URPDM 2010), 2010, Coimbra, Portugal. ⟨hal-00523181⟩
  • Rémy Chevrier, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens. On Optimizing a Demand Responsive Transport with an Evolutionary Multi-Objective Approach. IEEE Intelligent Transportation Systems Conference, 2010, Madeira, Portugal. pp.575--580. ⟨hal-00469418v2⟩
  • Arnaud Liefooghe, Salma Mesmoudi, Jérémie Humeau, Laetitia Jourdan, El-Ghazali Talbi. A Study on Dominance-Based Local Search Approaches for Multiobjective Combinatorial Optimization. 2nd International Workshop on Engineering Stochastic Local Search Algorithms: Designing, Implementing and Analyzing Effective Heuristics (SLS 2009), 2009, Belgium. pp.120--124. ⟨hal-00763711⟩
  • Arnaud Liefooghe, Laetitia Jourdan, El-Ghazali Talbi. A unified model for evolutionary multi-objective optimization and its implementation in a general purpose software framework. IEEE Symposium on Computational intelligence in Multi-Criteria Decision-Making (IEEE~MCDM 2009), 2009, United States. pp.88--95. ⟨hal-00763710⟩
  • Arnaud Liefooghe, Laetitia Jourdan, Matthieu Basseur, El-Ghazali Talbi, Edmund Burke. Metaheuristics for the Bi-objective Ring Star Problem. 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⟩. ⟨inria-00269978⟩
  • Arnaud Liefooghe, Laetitia Jourdan, Nicolas Jozefowiez, El-Ghazali Talbi. On the Integration of a TSP Heuristic into an EA for the Bi-objective Ring Star Problem. International Workshop on Hybrid Metaheuristics (HM 2008), 2008, Malaga, Spain. pp.117--130, ⟨10.1007/978-3-540-88439-2_9⟩. ⟨inria-00326372⟩
  • Arnaud Liefooghe, Matthieu Basseur, Laetitia Jourdan, El-Ghazali Talbi. Combinatorial Optimization of Stochastic Multi-objective Problems: an Application to the Flow-shop Scheduling Problem. Evolutionary Multi-criterion Optimization (EMO 2007), Feb 2007, Matsushima, Japan. pp.457--471, ⟨10.1007/978-3-540-70928-2_36⟩. ⟨inria-00269974⟩
  • Arnaud Liefooghe, Matthieu Basseur, Laetitia Jourdan, El-Ghazali Talbi. ParadisEO-MOEO: A Framework for Evolutionary Multi-objective Optimization. Evolutionary Multi-Criterion Optimization (EMO 2007), Feb 2007, Matsushima, Japan. pp.386-400, ⟨10.1007/978-3-540-70928-2_31⟩. ⟨inria-00269972⟩

Poster

  • Yuri Marca, Hernan Aguirre, Saúl Zapotecas-Martínez, Arnaud Liefooghe, Sébastien Verel, et al.. Pareto dominance-based MOEAs on Problems with Difficult Pareto Set Topologies. GECCO 2018 - Genetic and Evolutionary Computation Conference Companion, Jul 2018, Kyoto, Japan. ⟨hal-01823715⟩
  • Hugo Monzón, Hernan Aguirre, Sébastien Verel, Arnaud Liefooghe, Bilel Derbel, et al.. Studying MOEAs Dynamics and their Performance using a Three Compartmental Model. GECCO 2018 - Genetic and Evolutionary Computation Conference Companion, Jul 2018, Kyoto, Japan. ⟨hal-01823709⟩

Chapitre d'ouvrage

  • Matthieu Basseur, Arnaud Liefooghe. Metaheuristics for bi-objective flowshop scheduling. Metaheuristics for production scheduling, Wiley & Sons, 2013. ⟨hal-00825307⟩
  • Arnaud Liefooghe, Laetitia Jourdan, Thomas Legrand, Jérémie Humeau, El-Ghazali Talbi. ParadisEO-MOEO: A Software Framework for Evolutionary Multi-Objective Optimization. Advances in Multi-Objective Nature Inspired Computing, Springer Berlin / Heidelberg, pp.87-117, 2010, ⟨10.1007/978-3-642-11218-8_5⟩. ⟨hal-00522623⟩

Direction d'ouvrage, Proceedings

  • Lhassane Idoumghar, Pierrick Legrand, Arnaud Liefooghe, Evelyne Lutton, Nicolas Monmarché, et al.. Artificial Evolution: 14th International Conference, Évolution Artificielle, EA 2019, Mulhouse, France, October 29–30, 2019, Revised Selected Papers. Perrick Legrand. EA 2019 - 14th International Conference Evolution Artificielle, Oct 2019, Mulhouse, France. , LNCS - Lecture Notes in Computer Science (12052), Springer, pp.219, 2020, Artificial Evolution, 978-3-030-45714-3. ⟨10.1007/978-3-030-45715-0⟩. ⟨hal-03175883⟩
  • Arnaud Liefooghe, Luís Paquete. Proceedings of the 19th European conference on evolutionary computation in combinatorial optimization (EvoCOP 2019). 11452, Springer, 2019, Lecture Notes in Computer Science, ⟨10.1007/978-3-030-16711-0⟩. ⟨hal-02292912⟩
  • Arnaud Liefooghe, Manuel López-Ibáñez. Proceedings of the 18th European conference on evolutionary computation in combinatorial optimization (EvoCOP 2018). Parma, Italy. 10782, Springer, 2018, Lecture Notes in Computer Science, ⟨10.1007/978-3-319-77449-7⟩. ⟨hal-01920369⟩

Rapport

  • Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sébastien Verel. On the Impact of Scalarizing Functions on Evolutionary Multiobjective Optimization. [Research Report] RR-8512, 2014. ⟨hal-00968145⟩
  • Jérémie Humeau, Arnaud Liefooghe, El-Ghazali Talbi, Sébastien Verel. ParadisEO-MO: From Fitness Landscape Analysis to Efficient Local Search Algorithms. [Research Report] RR-7871, INRIA. 2013. ⟨hal-00665421v2⟩
  • François Legillon, Arnaud Liefooghe, El-Ghazali Talbi. CoBRA: A Coevolutionary Meta-heuristic for Bi-level Optimization. [Research Report] RR-7741, INRIA. 2011, pp.21. ⟨inria-00625744⟩
  • Arnaud Liefooghe, Laetitia Jourdan, El-Ghazali Talbi. A Unified Model for Evolutionary Multiobjective Optimization and its Implementation in a General Purpose Software Framework: ParadisEO-MOEO. [Research Report] RR-6906, INRIA. 2009. ⟨inria-00376770⟩
  • José Figueira, Arnaud Liefooghe, El-Ghazali Talbi, Andrzej Wierzbicki. A Parallel Multiple Reference Point Approach for Multi-objective Optimization. [Research Report] RR-6938, INRIA. 2009. ⟨inria-00385079⟩
  • Arnaud Liefooghe, Laetitia Jourdan, El-Ghazali Talbi. Metaheuristics and Their Hybridization to Solve the Bi-objective Ring Star Problem: a Comparative Study. [Research Report] RR-6515, INRIA. 2008. ⟨inria-00275659v2⟩

Thèse

  • Arnaud Liefooghe. Métaheuristiques pour l'optimisation multiobjectif: Approches coopératives, prise en compte de l'incertitude et application en logistique. Informatique [cs]. Université des Sciences et Technologie de Lille - Lille I, 2009. Français. ⟨tel-00464166⟩