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Structure: Internal structure identifier : 500804

Dominance-Based Local Search for Neural Architecture Search

Meyssa Zouambi , Julie Jacques , Clarisse Dhaenens
2022
Preprints, Working Papers, ... hal-03797144v1

Configuration of a Dynamic MOLS Algorithm for Bi-objective Flowshop Scheduling

Camille Pageau , Aymeric Blot , Holger Hoos , Marie-Éléonore Kessaci , Laetitia Jourdan et al.
Evolutionary Multi-Criterion Optimization, Mar 2019, Lansing, United States. pp.565-577
Conference papers hal-02078581v1
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Knowledge-based Design of Stochastic Local Search Algorithms in Combinatorial Optimization

Marie-Eléonore Kessaci
Discrete Mathematics [cs.DM]. Université de Lille, 2019
Habilitation à diriger des recherches tel-02430822v1
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An Approximate Method for Integrated Stochastic Replenishment Planning with Supplier Selection

Rabin Kumar Sahu , Clarisse Dhaenens , Nadarajen Veerapen , Manuel Davy
International Conference on Operations Research and Enterprise Systems - ICORES 2020, Feb 2020, Valletta, Malta
Conference papers hal-02503109v1

Analysis of Search Landscape Samplers for Solver Performance Prediction on a University Timetabling Problem

Thomas Feutrier , Marie-Éléonore Kessaci , Nadarajen Veerapen
PPSN XVII, Sep 2022, Dortmund, Germany. pp.548-561, ⟨10.1007/978-3-031-14714-2_38⟩
Conference papers hal-03791817v1

Automatic Configuration of a Multi-objective Local Search for Imbalanced Classification

Sara Tari , Holger Hoos , Julie Jacques , Marie-Eléonore Kessaci , Laetitia Jourdan et al.
PPSN 2020, Sep 2020, Leiden, Netherlands. pp.65-77, ⟨10.1007/978-3-030-58112-1_5⟩
Conference papers hal-02932462v1
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AMH: une plate-forme pour le design et le contrôle automatique de métaheuristiques multi-objectif

Aymeric Blot , Marie-Éléonore Kessaci-Marmion , Laetitia Jourdan
ROADEF2017: 18ème Conférence ROADEF de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Feb 2017, Metz, France
Conference papers hal-01560444v1
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Estimation de probabilités par algorithme génétique

Anne-Lise Bedenel , Laetitia Jourdan , Christophe Biernacki
ROADEF2018, Feb 2018, Lorient, France
Conference papers hal-01868195v1

What’s in a distance? Exploring the interplay between distance measures and internal cluster validity in multi-objective clustering

Adán José-García , Julia Handl
Natural Computing, 2022, ⟨10.1007/s11047-022-09909-y⟩
Journal articles hal-03790513v1

Neutral Neighbors in Bi-objective Optimization: Distribution of the Most Promising for Permutation Problems

Marie-Eléonore Kessaci , Clarisse Dhaenens , Jérémie Humeau
EMO 2017 - 9th International Conference on Evolutionary Multi-Criterion Optimization, Mar 2017, Munster, Germany. pp.344-358, ⟨10.1007/978-3-319-54157-0_24⟩
Conference papers hal-01566859v1

Dynamic Dempster Multi-Layer Perceptron for the prediction of admission patient in emergency department

Khouloud Fakhfakh-Maala , Sarah Ben-Othman , Pr Hayfa Zgaya-Biau , Pr Laetitia Jourdan , Jean-Marie Renard et al.
2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Oct 2022, Prague, Czech Republic. pp.190-195, ⟨10.1109/SMC53654.2022.9945580⟩
Conference papers hal-03956368v1
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Enhancing MOEA/D with Learning: Application to Routing Problems with Time Windows

Clément Legrand , Diego Cattaruzza , Laetitia Jourdan , Marie-Eléonore Kessaci
GECCO '22: Genetic and Evolutionary Computation Conference, Jul 2022, Boston, United States. ⟨10.1145/3520304.3528909⟩
Conference papers hal-03791804v1

Automatic Configuration of Multi-objective Optimization Algorithms. Impact of Correlation between Objectives.

Aymeric Blot , Holger H Hoos , Marie-Eléonore Kessaci , Laetitia Jourdan
30th International Conference on Tools with Artificial Intelligence, Oct 2018, Volos, Greece
Conference papers hal-01928060v1
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Archive-aware Scalarisation-based Multi-Objective Local Search For a Bi-objective Permutation Flowshop Problem

Aymeric Blot , Manuel López-Ibáñez , Marie-Éléonore Kessaci , Laetitia Jourdan
Parallel Problem Solving from Nature - PPSN XV, Sep 2018, Coimbra, Portugal
Conference papers hal-01868414v1

A Dynamic Algorithm Framework to Automatically Design a Multi-Objective Local Search

Camille Pageau , Aymeric Blot , Holger Hoos , Marie-Eléonore Kessaci , Laetitia Jourdan et al.
ROADEF 2019, Feb 2019, Le Havre, France
Conference papers hal-02082123v1

Stochastic local search and parameters recommendation: a case study on flowshop problems

Lucas Pavelski , Myriam Delgado , Marie‐éléonore Kessaci , Alex Freitas
International Transactions in Operational Research, 2023, 30 (2), pp.774-799. ⟨10.1111/itor.12922⟩
Journal articles hal-03861824v1
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Rigorous Performance Analysis of State-of-the-Art TSP Heuristic Solvers

Paul Mcmenemy , Nadarajen Veerapen , Jason Adair , Gabriela Ochoa
European Conference on Evolutionary Computation in Combinatorial Optimization, Apr 2019, Leipzig, Germany. pp.99-114, ⟨10.1007/978-3-030-16711-0_7⟩
Conference papers hal-02095416v1
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Time-Dependent Automatic Parameter Configuration of a Local Search Algorithm

Weerapan Sae-Dan , Marie-Eléonore Kessaci , Nadarajen Veerapen , Laetitia Jourdan
GECCO '20: Genetic and Evolutionary Computation Conference, ACM, Jul 2020, Cancún, Mexico. ⟨10.1145/3377929.3398107⟩
Conference papers hal-02895548v1

Diversity of solutions: An exploration through the lens of fixed-parameter tractability theory

Julien Baste , Michael Fellows , Lars Jaffke , Tomáš Masařík , Mateus de Oliveira Oliveira et al.
Artificial Intelligence, 2022, 303, pp.103644. ⟨10.1016/j.artint.2021.103644⟩
Journal articles hal-03469328v1

Automatic Algorithm Multi-Configuration Applied to an Optimization Algorithm

Weerapan Sae-Dan , Marie-Eléonore Kessaci , Nadarajen Veerapen , Laetitia Jourdan
21st International Conference on Hybrid Intelligent Systems (HIS 2021), Dec 2021, online, United States. ⟨10.1007/978-3-030-96305-7_15⟩
Conference papers hal-03449789v1
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The Detection of hospitalized patients at risk of testing positive to multi-drug resistant bacteria using MOCA-I, a rule-based “white-box” classification algorithm for medical data

Julie Jacques , Helene Martin-Huyghe , Justine Lemtiri-Florek , Julien Taillard , Laetitia Jourdan et al.
International Journal of Medical Informatics, 2020, October 2020, 142, ⟨10.1016/j.ijmedinf.2020.104242⟩
Journal articles hal-02920596v1

A Hybrid Metaheuristic Approach to a Real World Employee Scheduling Problem

Kenneth N. Reid , Jingpeng Li , Alexander E.I. Brownlee , Mathias Kern , Nadarajen Veerapen et al.
GECCO'19, ACM, Jul 2019, Prague, Czech Republic. ⟨10.1145/3321707.3321769⟩
Conference papers hal-02100461v1

Dynamic Learning in Hyper-Heuristics to Solve Flowshop Problems

Lucas Marcondes Pavelski , Marie-Eléonore Kessaci , Myriam Delgado
BRACIS, Nov 2021, online, Brazil. pp.155-169, ⟨10.1007/978-3-030-91702-9_11⟩
Conference papers hal-03509717v1
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An exact algorithm for the bi-objective timing problem

Sophie Jacquin , Fanny Dufossé , Laetitia Jourdan
Optimization Letters, 2018, 12 (4), pp.903-914. ⟨10.1007/s11590-018-1237-y⟩
Journal articles hal-01716581v1

Impact of the Discretization of VOCs for Cancer Prediction Using a Multi-Objective Algorithm

Sara Tari , Lucien Mousin , Julie Jacques , Marie-Eléonore Kessaci , Laetitia Jourdan et al.
LION 2020 - Learning and Intelligent Optimization, 2020, Athens, Greece. pp.151-157, ⟨10.1007/978-3-030-53552-0_16⟩
Conference papers hal-02927503v1

Towards hybridization of multi-agent simulation and metaheuristics applied to selective deconstruction

Corentin Juvigny , Julien Baste , Guillaume Lozenguez , Arnaud Doniec , Laetitia Jourdan et al.
2022 IEEE Symposium Series on Computational Intelligence (SSCI), Dec 2022, Singapore, Singapore. pp.767-773, ⟨10.1109/SSCI51031.2022.10022117⟩
Conference papers hal-03968476v1
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Automatically Configuring Multi-objective Local Search Using Multi-objective Optimisation

Aymeric Blot , Alexis Pernet , Laetitia Jourdan , Marie-Éléonore Kessaci-Marmion , Holger H Hoos et al.
EMO 2017 - 9th International Conference on Evolutionary Multi-Criterion Optimization, Mar 2017, Münster, Germany. pp.61-73, ⟨10.1007/978-3-319-54157-0_5⟩
Conference papers hal-01559690v1
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Landscape-based Performance Prediction for University~Timetabling~Optimization

Thomas Feutrier , Marie-Eleonore Kessaci , Nadarajen Veerapen
23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France
Conference papers hal-03595311v1

TPOT-SH: a FasterOptimization Algorithm to Solve the AutoML Problem on Large Datasets

Laurent Parmentier , Olivier Nicol , Marie-Eléonore Kessaci , Laetitia Jourdan
ICTAI - International Conference on Tools with Artificial Intelligence, Nov 2019, Portland, United States
Conference papers hal-02430799v1

Flowshop NEH-Based Heuristic Recommendation

Lucas Marcondes Pavelski , Marie-Eléonore Kessaci , Myriam Delgado
European Conference on Evolutionary Computation in Combinatorial Optimization (EvoCOP), Apr 2021, Seville, Spain. pp.136-151, ⟨10.1007/978-3-030-72904-2_9⟩
Conference papers hal-03509740v1