Publications

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Decision/objective space trajectory networks for multi-objective combinatorial optimisation. EvoCOP 2023 - 23rd European Conference on Evolutionary Computation in Combinatorial Optimization, Apr 2023, Brno, Czech Republic. pp.211-226, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-031-30035-6_14\">⟨10.1007/978-3-031-30035-6_14⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04054359\">⟨hal-04054359⟩</a>", "title_s":["Decision/objective space trajectory networks for multi-objective combinatorial optimisation"], "authFullName_s":["Gabriela Ochoa", "Arnaud Liefooghe", "Yuri Lavinas", "Claus Aranha"], "halId_s":"hal-04054359", "docType_s":"COMM", "producedDateY_i":2023}, { "citationRef_s":"EMO 2023 - 12th International Conference on Evolutionary Multi-Criterion Optimization, Mar 2023, Leiden, Netherlands. pp.260-273, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-031-27250-9_19\">⟨10.1007/978-3-031-27250-9_19⟩</a>", "citationFull_s":"Arnaud Liefooghe, Sébastien Verel, Tinkle Chugh, Jonathan Fieldsend, Richard Allmendinger, et al.. Feature-based benchmarking of distance-based multi/many-objective optimisation problems: A machine learning perspective. 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Walsh-based surrogate-assisted multi-objective combinatorial optimization: A fine-grained analysis for pseudo-boolean functions. Applied Soft Computing, 2023, 136, pp.110061. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.asoc.2023.110061\">⟨10.1016/j.asoc.2023.110061⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04073811\">⟨hal-04073811⟩</a>", "title_s":["Walsh-based surrogate-assisted multi-objective combinatorial optimization: A fine-grained analysis for pseudo-boolean functions"], "authFullName_s":["Bilel Derbel", "Geoffrey Pruvost", "Arnaud Liefooghe", "Sébastien Verel", "Qingfu Zhang"], "halId_s":"hal-04073811", "docType_s":"ART", "producedDateY_i":2023}, { "citationRef_s":"Journal of Open Source Software, 2022, 7 (78), pp.2974. <a target=\"_blank\" href=\"https://dx.doi.org/10.21105/joss.02974\">⟨10.21105/joss.02974⟩</a>", "citationFull_s":"Geoffrey Pruvost, Bilel Derbel, Arnaud Liefooghe. Moead-framework: a modular MOEA/D Python framework. Journal of Open Source Software, 2022, 7 (78), pp.2974. <a target=\"_blank\" href=\"https://dx.doi.org/10.21105/joss.02974\">⟨10.21105/joss.02974⟩</a>. <a target=\"_blank\" href=\"https://inria.hal.science/hal-03818749\">⟨hal-03818749⟩</a>", "title_s":["Moead-framework: a modular MOEA/D Python framework"], "authFullName_s":["Geoffrey Pruvost", "Bilel Derbel", "Arnaud Liefooghe"], "halId_s":"hal-03818749", "docType_s":"ART", "producedDateY_i":2022}, { "citationRef_s":"GECCO 2022 - Genetic and Evolutionary Computation Conference, Jul 2022, Boston, MA, United States. pp.858-866, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3512290.3528856\">⟨10.1145/3512290.3528856⟩</a>", "citationFull_s":"Roberto Santana, Arnaud Liefooghe, Bilel Derbel. Boomerang-shaped neural embeddings for NK landscapes. GECCO 2022 - Genetic and Evolutionary Computation Conference, Jul 2022, Boston, MA, United States. pp.858-866, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3512290.3528856\">⟨10.1145/3512290.3528856⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03693668\">⟨hal-03693668⟩</a>", "title_s":["Boomerang-shaped neural embeddings for NK landscapes"], "authFullName_s":["Roberto Santana", "Arnaud Liefooghe", "Bilel Derbel"], "halId_s":"hal-03693668", "docType_s":"COMM", "producedDateY_i":2022}, { "citationRef_s":"GECCO 2022 - Genetic and Evolutionary Computation Conference, Jul 2022, Boston, MA, United States. pp.493-501, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3512290.3528731\">⟨10.1145/3512290.3528731⟩</a>", "citationFull_s":"Raphaël Cosson, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel, Hernán E. Aguirre, et al.. Cost-vs-accuracy of sampling in multi-objective combinatorial exploratory landscape analysis. GECCO 2022 - Genetic and Evolutionary Computation Conference, Jul 2022, Boston, MA, United States. pp.493-501, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3512290.3528731\">⟨10.1145/3512290.3528731⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03693659\">⟨hal-03693659⟩</a>", "title_s":["Cost-vs-accuracy of sampling in multi-objective combinatorial exploratory landscape analysis"], "authFullName_s":["Raphaël Cosson", "Bilel Derbel", "Arnaud Liefooghe", "Sébastien Vérel", "Hernán E. Aguirre", "Qingfu Zhang", "Kiyoshi Tanaka"], "halId_s":"hal-03693659", "docType_s":"COMM", "producedDateY_i":2022}, { "citationRef_s":"Computer Science [cs]. Université de Lille, 2022", "citationFull_s":"Arnaud Liefooghe. Landscape analysis and heuristic search for multi-objective optimization. Computer Science [cs]. Université de Lille, 2022. <a target=\"_blank\" href=\"https://hal.science/tel-03758552\">⟨tel-03758552⟩</a>", "title_s":["Landscape analysis and heuristic search for multi-objective optimization"], "authFullName_s":["Arnaud Liefooghe"], "halId_s":"tel-03758552", "docType_s":"HDR", "producedDateY_i":2022}, { "citationRef_s":"GECCO 2022 - Genetic and Evolutionary Computation Conference, 2022, Boston, MA, United States. pp.502-510, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3512290.3528858\">⟨10.1145/3512290.3528858⟩</a>", "citationFull_s":"Raphaël Cosson, Roberto Santana, Bilel Derbel, Arnaud Liefooghe. Multi-objective NK landscapes with heterogeneous objectives. GECCO 2022 - Genetic and Evolutionary Computation Conference, 2022, Boston, MA, United States. pp.502-510, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3512290.3528858\">⟨10.1145/3512290.3528858⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03693674\">⟨hal-03693674⟩</a>", "title_s":["Multi-objective NK landscapes with heterogeneous objectives"], "authFullName_s":["Raphaël Cosson", "Roberto Santana", "Bilel Derbel", "Arnaud Liefooghe"], "halId_s":"hal-03693674", "docType_s":"COMM", "producedDateY_i":2022}, { "citationRef_s":"Computers and Operations Research, 2022, 145, pp.105857. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.cor.2022.105857\">⟨10.1016/j.cor.2022.105857⟩</a>", "citationFull_s":"Richard Allmendinger, Andrzej Jaszkiewicz, Arnaud Liefooghe, Christiane Tammer. What if we increase the number of objectives? Theoretical and empirical implications for many-objective combinatorial optimization. Computers and Operations Research, 2022, 145, pp.105857. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.cor.2022.105857\">⟨10.1016/j.cor.2022.105857⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03693650\">⟨hal-03693650⟩</a>", "title_s":["What if we increase the number of objectives? Theoretical and empirical implications for many-objective combinatorial optimization"], "authFullName_s":["Richard Allmendinger", "Andrzej Jaszkiewicz", "Arnaud Liefooghe", "Christiane Tammer"], "halId_s":"hal-03693650", "docType_s":"ART", "producedDateY_i":2022}, { "citationRef_s":"2021", "citationFull_s":"Geoffrey Pruvost, Bilel Derbel, Arnaud Liefooghe, Sébastien Verel, Qingfu Zhang. A Modular Surrogate-assisted Framework for Expensive Multiobjective Combinatorial Optimization. 2021. <a target=\"_blank\" href=\"https://inria.hal.science/hal-03380316\">⟨hal-03380316⟩</a>", "title_s":["A Modular Surrogate-assisted Framework for Expensive Multiobjective Combinatorial Optimization"], "authFullName_s":["Geoffrey Pruvost", "Bilel Derbel", "Arnaud Liefooghe", "Sébastien Verel", "Qingfu Zhang"], "halId_s":"hal-03380316", "docType_s":"UNDEFINED", "producedDateY_i":2021}, { "citationRef_s":"GECCO 2021 - The Genetic and Evolutionary Computation Conference, Jul 2021, Lille / Virtual, France. pp.421-429, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3449639.3459353\">⟨10.1145/3449639.3459353⟩</a>", "citationFull_s":"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 / Virtual, France. pp.421-429, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3449639.3459353\">⟨10.1145/3449639.3459353⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03325676\">⟨hal-03325676⟩</a>", "title_s":["Landscape features and automated algorithm selection for multi-objective interpolated continuous optimisation problems"], "authFullName_s":["Arnaud Liefooghe", "Sébastien Verel", "Benjamin Lacroix", "Alexandru-Ciprian Zăvoianu", "John Mccall"], "halId_s":"hal-03325676", "docType_s":"COMM", "producedDateY_i":2021}, { "citationRef_s":"GECCO 2021 - Genetic and Evolutionary Computation Conference, ACM Sigevo, Jul 2021, Lille / Virtual, France. pp.1522-1530, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3449726.3463276\">⟨10.1145/3449726.3463276⟩</a>", "citationFull_s":"Johann Dreo, Arnaud Liefooghe, Sébastien Verel, Marc Schoenauer, Juan J. Merelo, et al.. Paradiseo: From a Modular Framework for Evolutionary Computation to the Automated Design of Metaheuristics: 22 Years of Paradiseo. GECCO 2021 - Genetic and Evolutionary Computation Conference, ACM Sigevo, Jul 2021, Lille / Virtual, France. pp.1522-1530, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3449726.3463276\">⟨10.1145/3449726.3463276⟩</a>. <a target=\"_blank\" href=\"https://pasteur.hal.science/pasteur-03220556\">⟨pasteur-03220556⟩</a>", "title_s":["Paradiseo: From a Modular Framework for Evolutionary Computation to the Automated Design of Metaheuristics"], "authFullName_s":["Johann Dreo", "Arnaud Liefooghe", "Sébastien Verel", "Marc Schoenauer", "Juan J. 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GECCO 2021 - The Genetic and Evolutionary Computation Conference, Jul 2021, Lille, France. pp.234-242, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3449639.3459360\">⟨10.1145/3449639.3459360⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03331971\">⟨hal-03331971⟩</a>", "title_s":["On the design and anytime performance of indicator-based branch and bound for multi-objective combinatorial optimization"], "authFullName_s":["Alexandre Jesus", "Luís Paquete", "Bilel Derbel", "Arnaud Liefooghe"], "halId_s":"hal-03331971", "docType_s":"COMM", "producedDateY_i":2021}, { "citationRef_s":"EvoCOP 2021 - 21st European Conference on Evolutionary Computation in Combinatorial Optimization, 2021, Virtual Event, Spain. pp.34-50, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-030-72904-2_3\">⟨10.1007/978-3-030-72904-2_3⟩</a>", "citationFull_s":"Raphaël Cosson, Bilel Derbel, Arnaud Liefooghe, Hernán Aguirre, Kiyoshi Tanaka, et al.. Decomposition-based multi-objective landscape features and automated algorithm selection. EvoCOP 2021 - 21st European Conference on Evolutionary Computation in Combinatorial Optimization, 2021, Virtual Event, Spain. pp.34-50, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-030-72904-2_3\">⟨10.1007/978-3-030-72904-2_3⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03331977\">⟨hal-03331977⟩</a>", "title_s":["Decomposition-based multi-objective landscape features and automated algorithm selection"], "authFullName_s":["Raphaël Cosson", "Bilel Derbel", "Arnaud Liefooghe", "Hernán Aguirre", "Kiyoshi Tanaka", "Qingfu Zhang"], "halId_s":"hal-03331977", "docType_s":"COMM", "producedDateY_i":2021}, { "citationRef_s":"Journal of Global Optimization, 2021, 79, pp.329-350. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s10898-020-00909-9\">⟨10.1007/s10898-020-00909-9⟩</a>", "citationFull_s":"Alexandre Borges de Jesus, Luis Paquete, Arnaud Liefooghe. A model of anytime algorithm performance for bi-objective optimization. Journal of Global Optimization, 2021, 79, pp.329-350. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s10898-020-00909-9\">⟨10.1007/s10898-020-00909-9⟩</a>. <a target=\"_blank\" href=\"https://inria.hal.science/hal-02898963\">⟨hal-02898963⟩</a>", "title_s":["A model of anytime algorithm performance for bi-objective optimization"], "authFullName_s":["Alexandre Borges de Jesus", "Luis Paquete", "Arnaud Liefooghe"], "halId_s":"hal-02898963", "docType_s":"ART", "producedDateY_i":2021}, { "citationRef_s":"IEEE Transactions on Evolutionary Computation, 2020, 24 (6), pp.1063-1077. <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/TEVC.2019.2940828\">⟨10.1109/TEVC.2019.2940828⟩</a>", "citationFull_s":"Arnaud Liefooghe, Fabio Daolio, Sébastien Verel, Bilel Derbel, Hernan Aguirre, et al.. Landscape-aware performance prediction for evolutionary multi-objective optimization. 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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, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-030-58115-2_14\">⟨10.1007/978-3-030-58115-2_14⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-02920075\">⟨hal-02920075⟩</a>", "title_s":["An ensemble indicator-based density estimator for evolutionary multi-objective optimization"], "authFullName_s":["Jesús Guillermo Falcón-Cardona", "Arnaud Liefooghe", "Carlos A. 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International Workshop on Hybrid Metaheuristics (HM 2008), 2008, Malaga, Spain. pp.117--130, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-540-88439-2_9\">⟨10.1007/978-3-540-88439-2_9⟩</a>. <a target=\"_blank\" href=\"https://inria.hal.science/inria-00326372\">⟨inria-00326372⟩</a>", "title_s":["On the Integration of a TSP Heuristic into an EA for the Bi-objective Ring Star Problem"], "authFullName_s":["Arnaud Liefooghe", "Laetitia Jourdan", "Nicolas Jozefowiez", "El-Ghazali Talbi"], "halId_s":"inria-00326372", "docType_s":"COMM", "producedDateY_i":2008}, { "citationRef_s":"[Research Report] RR-6515, INRIA. 2008", "citationFull_s":"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. <a target=\"_blank\" href=\"https://inria.hal.science/inria-00275659v2\">⟨inria-00275659v2⟩</a>", "title_s":["Metaheuristics and Their Hybridization to Solve the Bi-objective Ring Star Problem: a Comparative Study"], "authFullName_s":["Arnaud Liefooghe", "Laetitia Jourdan", "El-Ghazali Talbi"], "halId_s":"inria-00275659", "docType_s":"REPORT", "producedDateY_i":2008}, { "citationRef_s":"Evolutionary Multi-criterion Optimization (EMO 2007), Feb 2007, Matsushima, Japan. pp.457--471, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-540-70928-2_36\">⟨10.1007/978-3-540-70928-2_36⟩</a>", "citationFull_s":"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, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-540-70928-2_36\">⟨10.1007/978-3-540-70928-2_36⟩</a>. <a target=\"_blank\" href=\"https://inria.hal.science/inria-00269974\">⟨inria-00269974⟩</a>", "title_s":["Combinatorial Optimization of Stochastic Multi-objective Problems: an Application to the Flow-shop Scheduling Problem"], "authFullName_s":["Arnaud Liefooghe", "Matthieu Basseur", "Laetitia Jourdan", "El-Ghazali Talbi"], "halId_s":"inria-00269974", "docType_s":"COMM", "producedDateY_i":2007}, { "citationRef_s":"Evolutionary Multi-Criterion Optimization (EMO 2007), Feb 2007, Matsushima, Japan. pp.386-400, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-540-70928-2_31\">⟨10.1007/978-3-540-70928-2_31⟩</a>", "citationFull_s":"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, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-540-70928-2_31\">⟨10.1007/978-3-540-70928-2_31⟩</a>. <a target=\"_blank\" href=\"https://inria.hal.science/inria-00269972\">⟨inria-00269972⟩</a>", "title_s":["ParadisEO-MOEO: A Framework for Evolutionary Multi-objective Optimization"], "authFullName_s":["Arnaud Liefooghe", "Matthieu Basseur", "Laetitia Jourdan", "El-Ghazali Talbi"], "halId_s":"inria-00269972", "docType_s":"COMM", "producedDateY_i":2007}] }}

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Arnaud Liefooghe