Publications

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MH-Builder. 2023, <a target=\"_blank\" style=\"word-break: break-all;\" href=\"https://archive.softwareheritage.org/browse/swh:1:dir:b4cc43c06702b8d5cec1052450ae5e13ac05667e;origin=https://gitlab.cristal.univ-lille.fr/orkad-public/mh-builder;visit=swh:1:snp:737c946f7627e21eb6dfc02459382e21913e6d7d;anchor=swh:1:rev:e756f05e57acdc148d9d889e790415b1f28f58ff\">⟨swh:1:dir:b4cc43c06702b8d5cec1052450ae5e13ac05667e;origin=https://gitlab.cristal.univ-lille.fr/orkad-public/mh-builder;visit=swh:1:snp:737c946f7627e21eb6dfc02459382e21913e6d7d;anchor=swh:1:rev:e756f05e57acdc148d9d889e790415b1f28f58ff⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04444623\">⟨hal-04444623⟩</a>", "title_s":["MH-Builder"], "authFullName_s":["Lucien Mousin", "Laetitia Jourdan", "Marie-Éléonore Kessaci", "Nadarajen Veerapen", "Nicolas Szczepanski", "Amadeu Almeida Coco", "Caron Olivier"], "halId_s":"hal-04444623", "docType_s":"SOFTWARE", "producedDateY_i":2023}, { "citationRef_s":"GECCO ’23: Genetic and Evolutionary Computation Conference, ACM, Jul 2023, Lisbonne, Portugal. <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3583131.3590386\">⟨10.1145/3583131.3590386⟩</a>", "citationFull_s":"Sarah L Thomson, Gabriela Ochoa, Nadarajen Veerapen, Krzysztof Michalak. Channel Configuration for Neural Architecture: Insights from the Search Space. GECCO ’23: Genetic and Evolutionary Computation Conference, ACM, Jul 2023, Lisbonne, Portugal. <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3583131.3590386\">⟨10.1145/3583131.3590386⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04090650\">⟨hal-04090650⟩</a>", "title_s":["Channel Configuration for Neural Architecture: Insights from the Search Space"], "authFullName_s":["Sarah L Thomson", "Gabriela Ochoa", "Nadarajen Veerapen", "Krzysztof Michalak"], "halId_s":"hal-04090650", "docType_s":"COMM", "producedDateY_i":2023}, { "citationRef_s":"GECCO '23 Companion: Companion Conference on Genetic and Evolutionary Computation, Jul 2023, Lisbon Portugal, France. pp.203-206, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3583133.3590690\">⟨10.1145/3583133.3590690⟩</a>", "citationFull_s":"Thomas Feutrier, Nadarajen Veerapen, Marie-Eleonore Kessaci. Improving the Relevance of Artificial Instances for Curriculum-Based Course Timetabling through Feasibility Prediction. GECCO '23 Companion: Companion Conference on Genetic and Evolutionary Computation, Jul 2023, Lisbon Portugal, France. pp.203-206, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3583133.3590690\">⟨10.1145/3583133.3590690⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04197698\">⟨hal-04197698⟩</a>", "title_s":["Improving the Relevance of Artificial Instances for Curriculum-Based Course Timetabling through Feasibility Prediction"], "authFullName_s":["Thomas Feutrier", "Nadarajen Veerapen", "Marie-Eleonore Kessaci"], "halId_s":"hal-04197698", "docType_s":"COMM", "producedDateY_i":2023}, { "citationRef_s":"GECCO ’23 Companion: Genetic and Evolutionary Computation Conference Companion, ACM, Jul 2023, Lisbonne, Portugal. <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3583133.3596309\">⟨10.1145/3583133.3596309⟩</a>", "citationFull_s":"Sarah L Thomson, Nadarajen Veerapen, Gabriela Ochoa, Daan van den Berg. Randomness in Local Optima Network Sampling. GECCO ’23 Companion: Genetic and Evolutionary Computation Conference Companion, ACM, Jul 2023, Lisbonne, Portugal. <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3583133.3596309\">⟨10.1145/3583133.3596309⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04090661\">⟨hal-04090661⟩</a>", "title_s":["Randomness in Local Optima Network Sampling"], "authFullName_s":["Sarah L Thomson", "Nadarajen Veerapen", "Gabriela Ochoa", "Daan van den Berg"], "halId_s":"hal-04090661", "docType_s":"COMM", "producedDateY_i":2023}, { "citationRef_s":"IEEE 2023 Congress on Evolutionary Computation, IEEE, Jul 2023, Chicago, France. pp.01-08, <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/CEC53210.2023.10253986\">⟨10.1109/CEC53210.2023.10253986⟩</a>", "citationFull_s":"Thomas Feutrier, Nadarajen Veerapen, Marie-Éléonore Kessaci. When Simpler is Better:\r\nAutomated Configuration of a University Timetabling Solver. IEEE 2023 Congress on Evolutionary Computation, IEEE, Jul 2023, Chicago, France. pp.01-08, <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/CEC53210.2023.10253986\">⟨10.1109/CEC53210.2023.10253986⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04206182\">⟨hal-04206182⟩</a>", "title_s":["When Simpler is Better: Automated Configuration of a University Timetabling Solver"], "authFullName_s":["Thomas Feutrier", "Nadarajen Veerapen", "Marie-Éléonore Kessaci"], "halId_s":"hal-04206182", "docType_s":"COMM", "producedDateY_i":2023}, { "citationRef_s":"ROADEF 2023, Société Française de Recherche Opérationnelle et d'Aide à la Décision, Feb 2023, Rennes, France", "citationFull_s":"Thomas Feutrier, Marie-Eléonore Kessaci, Nadarajen Veerapen. Predicting Feasibility in University Timetabling. ROADEF 2023, Société Française de Recherche Opérationnelle et d'Aide à la Décision, Feb 2023, Rennes, France. <a target=\"_blank\" href=\"https://hal.science/hal-04206167\">⟨hal-04206167⟩</a>", "title_s":["Predicting Feasibility in University Timetabling"], "authFullName_s":["Thomas Feutrier", "Marie-Eléonore Kessaci", "Nadarajen Veerapen"], "halId_s":"hal-04206167", "docType_s":"COMM", "producedDateY_i":2023}, { "citationRef_s":"24ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Société Française de Recherche Opérationnelle et d'Aide à la Décision, Feb 2023, Rennes, France", "citationFull_s":"Agathe Métaireau, Clarisse Dhaenens, Nadarajen Veerapen, Alexandre Gerussi. Optimisation de l'approvisionnement d'une chaîne logistique multi-échelon dans un cas d'approvisionnement multiple. 24ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Société Française de Recherche Opérationnelle et d'Aide à la Décision, Feb 2023, Rennes, France. <a target=\"_blank\" href=\"https://hal.science/hal-04206172\">⟨hal-04206172⟩</a>", "title_s":["Optimisation de l'approvisionnement d'une chaîne logistique multi-échelon dans un cas d'approvisionnement multiple"], "authFullName_s":["Agathe Métaireau", "Clarisse Dhaenens", "Nadarajen Veerapen", "Alexandre Gerussi"], "halId_s":"hal-04206172", "docType_s":"COMM", "producedDateY_i":2023}, { "citationRef_s":"Parallel Problem Solving from Nature – PPSN XVII, Sep 2022, Dortmund, Germany. pp.548-561, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-031-14714-2_38\">⟨10.1007/978-3-031-14714-2_38⟩</a>", "citationFull_s":"Thomas Feutrier, Marie-Éléonore Kessaci, Nadarajen Veerapen. Analysis of Search Landscape Samplers for Solver Performance Prediction on a University Timetabling Problem. Parallel Problem Solving from Nature – PPSN XVII, Sep 2022, Dortmund, Germany. pp.548-561, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-031-14714-2_38\">⟨10.1007/978-3-031-14714-2_38⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03791817\">⟨hal-03791817⟩</a>", "title_s":["Analysis of Search Landscape Samplers for Solver Performance Prediction on a University Timetabling Problem"], "authFullName_s":["Thomas Feutrier", "Marie-Éléonore Kessaci", "Nadarajen Veerapen"], "halId_s":"hal-03791817", "docType_s":"COMM", "producedDateY_i":2022}, { "citationRef_s":"17th International Conference on Parallel Problem Solving from Nature (PPSN XVII), Sep 2022, Dortmund, Germany. pp.603-615, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-031-14714-2_42\">⟨10.1007/978-3-031-14714-2_42⟩</a>", "citationFull_s":"Gabriela Ochoa, Nadarajen Veerapen. Neural Architecture Search: A Visual Analysis. 17th International Conference on Parallel Problem Solving from Nature (PPSN XVII), Sep 2022, Dortmund, Germany. pp.603-615, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-031-14714-2_42\">⟨10.1007/978-3-031-14714-2_42⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03822771\">⟨hal-03822771⟩</a>", "title_s":["Neural Architecture Search: A Visual Analysis"], "authFullName_s":["Gabriela Ochoa", "Nadarajen Veerapen"], "halId_s":"hal-03822771", "docType_s":"COMM", "producedDateY_i":2022}, { "citationRef_s":"International Transactions in Operational Research, 29 (5), pp.2731-3232, 2022, <a target=\"_blank\" href=\"https://dx.doi.org/10.1111/itor.13107\">⟨10.1111/itor.13107⟩</a>", "citationFull_s":"Holger Hoos, Laetitia Jourdan, Marie‐eléonore Kessaci, Thomas Stützle, Nadarajen Veerapen. Special Cluster on Stochastic Local Search: Recent Developments and Trends. International Transactions in Operational Research, 29 (5), pp.2731-3232, 2022, <a target=\"_blank\" href=\"https://dx.doi.org/10.1111/itor.13107\">⟨10.1111/itor.13107⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03858533\">⟨hal-03858533⟩</a>", "title_s":["Special Cluster on Stochastic Local Search: Recent Developments and Trends"], "authFullName_s":["Holger Hoos", "Laetitia Jourdan", "Marie‐eléonore Kessaci", "Thomas Stützle", "Nadarajen Veerapen"], "halId_s":"hal-03858533", "docType_s":"ISSUE", "producedDateY_i":2022}, { "citationRef_s":"GECCO ’22 Companion: Companion Conference on Genetic and Evolutionary Computation, Jul 2022, Boston, MA, United States. pp.192-195, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3520304.3528910\">⟨10.1145/3520304.3528910⟩</a>", "citationFull_s":"Thomas Feutrier, Nadarajen Veerapen, Marie-Éléonore Kessaci. Exploiting landscape features for fitness prediction in university timetabling. GECCO ’22 Companion: Companion Conference on Genetic and Evolutionary Computation, Jul 2022, Boston, MA, United States. pp.192-195, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3520304.3528910\">⟨10.1145/3520304.3528910⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03791808\">⟨hal-03791808⟩</a>", "title_s":["Exploiting landscape features for fitness prediction in university timetabling"], "authFullName_s":["Thomas Feutrier", "Nadarajen Veerapen", "Marie-Éléonore Kessaci"], "halId_s":"hal-03791808", "docType_s":"COMM", "producedDateY_i":2022}, { "citationRef_s":"23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France", "citationFull_s":"Thomas Feutrier, Marie-Eleonore Kessaci, Nadarajen Veerapen. Landscape-based Performance Prediction for University Timetabling Optimization. 23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France. <a target=\"_blank\" href=\"https://hal.science/hal-03595311\">⟨hal-03595311⟩</a>", "title_s":["Landscape-based Performance Prediction for University Timetabling Optimization"], "authFullName_s":["Thomas Feutrier", "Marie-Eleonore Kessaci", "Nadarajen Veerapen"], "halId_s":"hal-03595311", "docType_s":"COMM", "producedDateY_i":2022}, { "citationRef_s":"21st International Conference on Hybrid Intelligent Systems (HIS 2021), Dec 2021, online, United States. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-030-96305-7_15\">⟨10.1007/978-3-030-96305-7_15⟩</a>", "citationFull_s":"Weerapan Sae-Dan, Marie-Eléonore Kessaci, Nadarajen Veerapen, Laetitia Jourdan. Automatic Algorithm Multi-Configuration Applied to an Optimization Algorithm. 21st International Conference on Hybrid Intelligent Systems (HIS 2021), Dec 2021, online, United States. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-030-96305-7_15\">⟨10.1007/978-3-030-96305-7_15⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03449789\">⟨hal-03449789⟩</a>", "title_s":["Automatic Algorithm Multi-Configuration Applied to an Optimization Algorithm"], "authFullName_s":["Weerapan Sae-Dan", "Marie-Eléonore Kessaci", "Nadarajen Veerapen", "Laetitia Jourdan"], "halId_s":"hal-03449789", "docType_s":"COMM", "producedDateY_i":2021}, { "citationRef_s":"GECCO '21 Companion: Companion Conference on Genetic and Evolutionary Computation, ACM, Jul 2021, Lille, France. pp.1665-1673, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3449726.3463175\">⟨10.1145/3449726.3463175⟩</a>", "citationFull_s":"Thomas Feutrier, Marie-Éléonore Kessaci, Nadarajen Veerapen. Investigating the landscape of a hybrid local search approach for a timetabling problem. GECCO '21 Companion: Companion Conference on Genetic and Evolutionary Computation, ACM, Jul 2021, Lille, France. pp.1665-1673, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3449726.3463175\">⟨10.1145/3449726.3463175⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03509996\">⟨hal-03509996⟩</a>", "title_s":["Investigating the landscape of a hybrid local search approach for a timetabling problem"], "authFullName_s":["Thomas Feutrier", "Marie-Éléonore Kessaci", "Nadarajen Veerapen"], "halId_s":"hal-03509996", "docType_s":"COMM", "producedDateY_i":2021}, { "citationRef_s":"GECCO '21 Companion: Genetic and Evolutionary Computation Conference Companion, Jul 2021, Lille, France. pp.1970-1973, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3449726.3463129\">⟨10.1145/3449726.3463129⟩</a>", "citationFull_s":"Sylvain Clay, Lucien Mousin, Nadarajen Veerapen, Laetitia Jourdan. CLAHC - custom late acceptance hill climbing first results on TSP. GECCO '21 Companion: Genetic and Evolutionary Computation Conference Companion, Jul 2021, Lille, France. pp.1970-1973, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3449726.3463129\">⟨10.1145/3449726.3463129⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03284594\">⟨hal-03284594⟩</a>", "title_s":["CLAHC - custom late acceptance hill climbing first results on TSP"], "authFullName_s":["Sylvain Clay", "Lucien Mousin", "Nadarajen Veerapen", "Laetitia Jourdan"], "halId_s":"hal-03284594", "docType_s":"COMM", "producedDateY_i":2021}, { "citationRef_s":"GECCO '21: Genetic and Evolutionary Computation Conference, Jul 2021, Lille, France. pp.723-731, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3449639.3459310\">⟨10.1145/3449639.3459310⟩</a>", "citationFull_s":"Nicolas Szczepanski, Gilles Audemard, Laetitia Jourdan, Christophe Lecoutre, Lucien Mousin, et al.. A hybrid CP/MOLS approach for multi-objective imbalanced classification. GECCO '21: Genetic and Evolutionary Computation Conference, Jul 2021, Lille, France. pp.723-731, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3449639.3459310\">⟨10.1145/3449639.3459310⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03281930\">⟨hal-03281930⟩</a>", "title_s":["A hybrid CP/MOLS approach for multi-objective imbalanced classification"], "authFullName_s":["Nicolas Szczepanski", "Gilles Audemard", "Laetitia Jourdan", "Christophe Lecoutre", "Lucien Mousin", "Nadarajen Veerapen"], "halId_s":"hal-03281930", "docType_s":"COMM", "producedDateY_i":2021}, { "citationRef_s":"Evolutionary Computation, 2020, 28 (4), pp.621-641. <a target=\"_blank\" href=\"https://dx.doi.org/10.1162/evco_a_00271\">⟨10.1162/evco_a_00271⟩</a>", "citationFull_s":"Sarah L Thomson, Gabriela Ochoa, Sébastien Verel, Nadarajen Veerapen. Inferring Future Landscapes: Sampling the Local Optima Level. Evolutionary Computation, 2020, 28 (4), pp.621-641. <a target=\"_blank\" href=\"https://dx.doi.org/10.1162/evco_a_00271\">⟨10.1162/evco_a_00271⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03035340\">⟨hal-03035340⟩</a>", "title_s":["Inferring Future Landscapes: Sampling the Local Optima Level"], "authFullName_s":["Sarah L Thomson", "Gabriela Ochoa", "Sébastien Verel", "Nadarajen Veerapen"], "halId_s":"hal-03035340", "docType_s":"ART", "producedDateY_i":2020}, { "citationRef_s":"2020 IEEE 32nd International Conference on Tools with Artificial Intelligence (ICTAI), IEEE, Nov 2020, Baltimore, United States. <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/ICTAI50040.2020.00187\">⟨10.1109/ICTAI50040.2020.00187⟩</a>", "citationFull_s":"Nicolas Szczepanski, Lucien Mousin, Nadarajen Veerapen, Laetitia Jourdan. Automatic Configuration of Multi-Thread Local Search: Preliminary Results on Bi-objective TSP. 2020 IEEE 32nd International Conference on Tools with Artificial Intelligence (ICTAI), IEEE, Nov 2020, Baltimore, United States. <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/ICTAI50040.2020.00187\">⟨10.1109/ICTAI50040.2020.00187⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-02988942\">⟨hal-02988942⟩</a>", "title_s":["Automatic Configuration of Multi-Thread Local Search: Preliminary Results on Bi-objective TSP"], "authFullName_s":["Nicolas Szczepanski", "Lucien Mousin", "Nadarajen Veerapen", "Laetitia Jourdan"], "halId_s":"hal-02988942", "docType_s":"COMM", "producedDateY_i":2020}, { "citationRef_s":"GECCO '20 Companion: Companion Conference on Genetic and Evolutionary Computation, ACM, Jul 2020, Cancún, Mexico. <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3377929.3398107\">⟨10.1145/3377929.3398107⟩</a>", "citationFull_s":"Weerapan Sae-Dan, Marie-Eléonore Kessaci, Nadarajen Veerapen, Laetitia Jourdan. Time-Dependent Automatic Parameter Configuration of a Local Search Algorithm. GECCO '20 Companion: Companion Conference on Genetic and Evolutionary Computation, ACM, Jul 2020, Cancún, Mexico. <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3377929.3398107\">⟨10.1145/3377929.3398107⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-02895548\">⟨hal-02895548⟩</a>", "title_s":["Time-Dependent Automatic Parameter Configuration of a Local Search Algorithm"], "authFullName_s":["Weerapan Sae-Dan", "Marie-Eléonore Kessaci", "Nadarajen Veerapen", "Laetitia Jourdan"], "halId_s":"hal-02895548", "docType_s":"COMM", "producedDateY_i":2020}, { "citationRef_s":"International Conference on Operations Research and Enterprise Systems - ICORES 2020, Feb 2020, Valletta, Malta", "citationFull_s":"Rabin Kumar Sahu, Clarisse Dhaenens, Nadarajen Veerapen, Manuel Davy. An Approximate Method for Integrated Stochastic Replenishment Planning with Supplier Selection. International Conference on Operations Research and Enterprise Systems - ICORES 2020, Feb 2020, Valletta, Malta. <a target=\"_blank\" href=\"https://hal.science/hal-02503109\">⟨hal-02503109⟩</a>", "title_s":["An Approximate Method for Integrated Stochastic Replenishment Planning with Supplier Selection"], "authFullName_s":["Rabin Kumar Sahu", "Clarisse Dhaenens", "Nadarajen Veerapen", "Manuel Davy"], "halId_s":"hal-02503109", "docType_s":"COMM", "producedDateY_i":2020}, { "citationRef_s":"SLS - International Workshop on Stochastic Local Search Algorithms, Sep 2019, Villeneuve d'Ascq, France", "citationFull_s":"Weerapan Sae-Dan, Marie-Eléonore Kessaci, Nadarajen Veerapen, Laetitia Jourdan. Automatic Configuration of a Dynamic Hill Climbing Algorithm. SLS - International Workshop on Stochastic Local Search Algorithms, Sep 2019, Villeneuve d'Ascq, France. <a target=\"_blank\" href=\"https://hal.science/hal-02430770\">⟨hal-02430770⟩</a>", "title_s":["Automatic Configuration of a Dynamic Hill Climbing Algorithm"], "authFullName_s":["Weerapan Sae-Dan", "Marie-Eléonore Kessaci", "Nadarajen Veerapen", "Laetitia Jourdan"], "halId_s":"hal-02430770", "docType_s":"COMM", "producedDateY_i":2019}, { "citationRef_s":"SLS - International Workshop on Stochastic Local Search Algorithms, Sep 2019, Villeneuve d Ascq, France", "citationFull_s":"Rabin Kumar Sahu, Nadarajen Veerapen. Stochastic Joint Replenishment Planning Optimization with an Iterated Local Search. 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Nadarajen Veerapen