
Arnaud Liefooghe
Maître de conférences-HDR
CNU : SECTION 27 - INFORMATIQUE
Lab(s)
Publications
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"citationFull_s":"Pierrick Legrand, Arnaud Liefooghe, Edward Keedwell, Julien Lepagnot, Lhassane Idoumghar, et al.. Artificial Evolution, 15th International Conference, Evolution Artificielle, EA 2022, Exeter, UK, October 31 - November 2, 2022, Revised Selected Papers. Springer Nature Switzerland, 14091, 2023, Lecture Notes in Computer Science, ISBN 978-3-031-42615-5. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-031-42616-2\">⟨10.1007/978-3-031-42616-2⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04194174\">⟨hal-04194174⟩</a>",
"title_s":["Artificial Evolution, 15th International Conference, Evolution Artificielle, EA 2022, Exeter, UK, October 31 - November 2, 2022, Revised Selected Papers"],
"authFullName_s":["Pierrick Legrand",
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"Edward Keedwell",
"Julien Lepagnot",
"Lhassane Idoumghar",
"Nicolas Monmarché",
"Evelyne Lutton"],
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"citationRef_s":"<i>GECCO 2023 - Genetic and Evolutionary Computation Conference</i>, Jul 2023, Lisbon, Portugal. pp.704-712, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3583131.3590475\">⟨10.1145/3583131.3590475⟩</a>",
"citationFull_s":"Arnaud Liefooghe, Manuel López-Ibáñez. Many-objective (combinatorial) optimization is easy. <i>GECCO 2023 - Genetic and Evolutionary Computation Conference</i>, Jul 2023, Lisbon, Portugal. pp.704-712, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3583131.3590475\">⟨10.1145/3583131.3590475⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04169753\">⟨hal-04169753⟩</a>",
"title_s":["Many-objective (combinatorial) optimization is easy"],
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"citationFull_s":"Arnaud Liefooghe, Katherine M. Malan. Adaptive landscape-aware constraint handling with application to binary knapsack problems. <i>GECCO 2023 - Genetic and Evolutionary Computation Conference Companion</i>, Jul 2023, Lisbon, Portugal. pp.2064-2071, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3583133.3596405\">⟨10.1145/3583133.3596405⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04169842\">⟨hal-04169842⟩</a>",
"title_s":["Adaptive landscape-aware constraint handling with application to binary knapsack problems"],
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"citationFull_s":"Mayowa Ayodele, Richard Allmendinger, Manuel López-Ibáñez, Arnaud Liefooghe, Matthieu Parizy. Applying Ising machines to multi-objective QUBOs. <i>GECCO 2023 - Genetic and Evolutionary Computation Conference Companion</i>, Jul 2023, Lisbon, Portugal. pp.2166-2174, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3583133.3596312\">⟨10.1145/3583133.3596312⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04169849\">⟨hal-04169849⟩</a>",
"title_s":["Applying Ising machines to multi-objective QUBOs"],
"authFullName_s":["Mayowa Ayodele",
"Richard Allmendinger",
"Manuel López-Ibáñez",
"Arnaud Liefooghe",
"Matthieu Parizy"],
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"citationFull_s":"Arnaud Liefooghe, Gabriela Ochoa, Sébastien Verel, Bilel Derbel. Pareto local optimal solutions networks with compression, enhanced visualization and expressiveness. <i>GECCO 2023 - Genetic and Evolutionary Computation Conference</i>, Jul 2023, Lisbon, Portugal. pp.713-721, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3583131.3590474\">⟨10.1145/3583131.3590474⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04169768\">⟨hal-04169768⟩</a>",
"title_s":["Pareto local optimal solutions networks with compression, enhanced visualization and expressiveness"],
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"Gabriela Ochoa",
"Sébastien Verel",
"Bilel Derbel"],
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"citationFull_s":"Gabriela Ochoa, Arnaud Liefooghe, Yuri Lavinas, Claus Aranha. Decision/objective space trajectory networks for multi-objective combinatorial optimisation. <i>EvoCOP 2023 - 23rd European Conference on Evolutionary Computation in Combinatorial Optimization</i>, 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"],
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"Arnaud Liefooghe",
"Yuri Lavinas",
"Claus Aranha"],
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"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. <i>EMO 2023 - 12th International Conference on Evolutionary Multi-Criterion Optimization</i>, 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>. <a target=\"_blank\" href=\"https://hal.science/hal-04021499\">⟨hal-04021499⟩</a>",
"title_s":["Feature-based benchmarking of distance-based multi/many-objective optimisation problems: A machine learning perspective"],
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"Sébastien Verel",
"Tinkle Chugh",
"Jonathan Fieldsend",
"Richard Allmendinger",
"Kaisa Miettinen"],
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"citationRef_s":"<i>Applied Soft Computing</i>, 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>",
"citationFull_s":"Bilel Derbel, Geoffrey Pruvost, Arnaud Liefooghe, Sébastien Verel, Qingfu Zhang. Walsh-based surrogate-assisted multi-objective combinatorial optimization: A fine-grained analysis for pseudo-boolean functions. <i>Applied Soft Computing</i>, 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"],
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"citationRef_s":"<i>Journal of Open Source Software</i>, 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. <i>Journal of Open Source Software</i>, 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",
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"citationFull_s":"Roberto Santana, Arnaud Liefooghe, Bilel Derbel. Boomerang-shaped neural embeddings for NK landscapes. <i>GECCO 2022 - Genetic and Evolutionary Computation Conference</i>, 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"],
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"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. <i>GECCO 2022 - Genetic and Evolutionary Computation Conference</i>, 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"],
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"Bilel Derbel",
"Arnaud Liefooghe",
"Sébastien Vérel",
"Hernán E. Aguirre",
"Qingfu Zhang",
"Kiyoshi Tanaka"],
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"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"],
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"citationFull_s":"Raphaël Cosson, Roberto Santana, Bilel Derbel, Arnaud Liefooghe. Multi-objective NK landscapes with heterogeneous objectives. <i>GECCO 2022 - Genetic and Evolutionary Computation Conference</i>, 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"],
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"Roberto Santana",
"Bilel Derbel",
"Arnaud Liefooghe"],
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"citationRef_s":"<i>Computers and Operations Research</i>, 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. <i>Computers and Operations Research</i>, 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"],
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"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"],
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"Bilel Derbel",
"Arnaud Liefooghe",
"Sébastien Verel",
"Qingfu Zhang"],
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"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. <i>GECCO 2021 - The Genetic and Evolutionary Computation Conference</i>, 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"],
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"Sébastien Verel",
"Benjamin Lacroix",
"Alexandru-Ciprian Zăvoianu",
"John Mccall"],
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"citationRef_s":"<i>GECCO 2021 - Genetic and Evolutionary Computation Conference</i>, 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. <i>GECCO 2021 - Genetic and Evolutionary Computation Conference</i>, 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. Merelo",
"Alexandre Quemy",
"Benjamin Bouvier",
"Jan Gmys"],
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"citationFull_s":"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. <i>GECCO 2021 - The Genetic and Evolutionary Computation Conference</i>, 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"],
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"citationRef_s":"<i>EvoCOP 2021 - 21st European Conference on Evolutionary Computation in Combinatorial Optimization</i>, 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. <i>EvoCOP 2021 - 21st European Conference on Evolutionary Computation in Combinatorial Optimization</i>, 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"],
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"citationRef_s":"<i>Journal of Global Optimization</i>, 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. <i>Journal of Global Optimization</i>, 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"],
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"citationRef_s":"<i>IEEE Transactions on Evolutionary Computation</i>, 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. <i>IEEE Transactions on Evolutionary Computation</i>, 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>. <a target=\"_blank\" href=\"https://hal.science/hal-02294201\">⟨hal-02294201⟩</a>",
"title_s":["Landscape-aware performance prediction for evolutionary multi-objective optimization"],
"authFullName_s":["Arnaud Liefooghe",
"Fabio Daolio",
"Sébastien Verel",
"Bilel Derbel",
"Hernan Aguirre",
"Kiyoshi Tanaka"],
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