Publications


*DBLP webpage
*ORCID webpage

International Journals

  • Aymeric Blot, Marie-Éléonore Kessaci, Laetitia Jourdan, Survey and unification of local search techniques in metaheuristics for multi-objective combinatorial optimisation, Journal of Heuristics, Springer Verlag, 2018
  • J. Jacques; V. Vandewalle; M. Vandromme; E. Chazard; C. Preda; A. Amarioarei; M. Chaiwuttisak; C. Cozma; G. Ficheur; M-E. Kessaci; R. Perichon; J. Taillard; R. Bordet; A. Lansiaux; L. Jourdan; D. Delerue; A. Hansske; C. Dhaenens, ClinMine: Optimizing the management of patients in hospital, IRBM - Innovation and Research in BioMedical Engineering, Elsevier, Accepted 2018
  • Marie-Éléonore Marmion, Jérémie Humeau, Laetitia Jourdan, Clarisse Dhaenens, Fitness Landscape Analysis for the ACVRP : distance, operators and metaheuristic efficiency, Journal of Mathematical Modelling and Algorithms in Operations Research, Vol.12(1), pages 3-26 [pdf]
  • Marie-Éléonore Marmion, Local search and combinatorial optimization: from structural analysis of a problem to efficient algorithms design, 4OR, 11 (1), pages 99-100 [pdf]

International Conference Proceedings

  • Aymeric Blot, Holger Hoos, Marie-Éléonore Kessaci, Laetitia Jourdan, Automatic Configuration of Multi-objective Optimization Algorithms. Impact of Correlation between Objectives, ICTAI 2018, accepted
  • Aymeric Blot, Manuel López-Ibánez, Marie-Éléonore Kessaci, Laetitia Jourdan New Initialisation Techniques for Multi-Objective Local Search. Application to the Bi-Objective Permutation Flowshop, PPSN 2018, LNCS, 323--334, Coimbra (Portugal), September 2018 best paper nomination
  • Lucas Pavelski, Myriam Delgado, Marie-Éléonore Kessaci, Meta-learning for Optimization: a Case Study on the Flowshop Problem using Decision Trees, CEC 2018, accepted
  • Aymeric Blot, Marie-Éléonore Kessaci, Laetitia Jourdan, and Patrick De Causmaecker, Adaptive Multi-Objective Local Search Algorithm for Permutation Problems, LION 2018, accepted
  • Aymeric Blot, Laetitia Jourdan, Marie-Éléonore Kessaci-Marmion, Automatic Design of Multi-Objective Local Search Algorithms, GECCO 2017, ACM, 227--234, Berlin (Germany), July 2017 best paper nomination
  • Lucien Mousin, Marie-Éléonore Kessaci-Marmion, Clarisse Dhaenens, A new constructive heuristic for the No-Wait Flowshop Scheduling Problem, LION 2017, LNCS, Nizhny Novgorod (Russia), June 2017
  • Aymeric Blot, Alexis Pernet, Laetitia Jourdan, Marie-Éléonore Kessaci-Marmion, Holger Hoos, Automatically Configuring Multi-objective Local Search using Multi-objective Optimisation, EMO 2017, LNCS, 61--76, Münster (Germany), March 2017
  • Marie-Éléonore Kessaci-Marmion, Clarisse Dhaenens, Jérémie Humeau, Neutral Neighbors in Bi-objective Optimization: Distribution of the most promising for permutation problems, EMO 2017, LNCS, 344--358, Münster (Germany), March 2017
  • Marie-Éléonore Marmion, Hernán Aguirre, Clarisse Dhaenens, Laetitia Jourdan, Kyoshi Tanaka, Multi-objective Neutral Neighbors: What could be the definition(s)?, GECCO 2016, ACM, 349--356, Denver (USA), July 2016 best paper nomination
  • Lucien Mousin, Laetitia Jourdan, Marie-Éléonore Kessaci-Marmion, Clarisse Dhaenens, Feature Selection using Tabu Search with Learning Memory: Learning Tabu Search, LION 2016, LNCS, 141--156, Ischia (Italy), June 2016
  • Aymeric Blot, Holger Hoos, Laetitia Jourdan, Marie-Éléonore Kessaci-Marmion, Heike Trautmann, MO-ParamILS: A Multi-objective Automatic Algorithm Configuration Framework, LION 2016, LNCS, 32--47, Ischia (Italy), June 2016
  • Aymeric Blot, Hernán Aguirre, Clarisse Dhaenens, Laetitia Jourdan, Marie-Éléonore Marmion, Kyoshi Tanaka, Neutral but a Winner! How Neutrality helps Multiobjective Local Search Algorithms, EMO 2015, LNCS, 34-47, Guimaraes (Portugal), March 2015
  • Marie-Éléonore Marmion, Olivier Regnier-Coudert, Fitness Landscape of the Factoradic Representation on the Permutation Flowshop Scheduling Problem, LION 2015, LNCS, 151-164, Lille (France), January 2015
  • Manuel López-Ibánez, Franco Mascia, Marie-Éléonore Marmion,Thomas Stützle, A Template for Designing Single-Solution Hybrid Metaheuristics, In Proceedings of the 2014 conference companion on Genetic and evolutionary computation companion, GECCO Comp'14, ACM, 1423-1426, Vancouver (Canada), July 2014
  • Franco Mascia, Manuel López-Ibánez, Jérémie Dubois-Lacoste, Marie-Éléonore Marmion,Thomas Stützle, Algorithm Comparison by Automatically Configurable Stochastic Local Search Frameworks: A Case Study Using Flow-Shop Scheduling Problem, In Proceedings of the 9th International Workshop on Hybrid Metaheuristics Conference, HM'2014, LNCS, Springer, 30-44, Hamburg (Germany), June 2014
  • Manuel López-Ibánez, Franco Mascia, Marie-Éléonore Marmion,Thomas Stützle, Automatic Design of a Hybrid Iterated Local Search for the Multi-Mode Resource-Constrained Multi-Project Scheduling Problem, InProceedings of the Multidisciplinary International Conference on Scheduling: Theory and Application, MISTA 2013, 820-825, Gent (Belgium), August 2013
  • Marie-Éléonore Marmion, Franco Mascia, Manuel López-Ibánez, Thomas Stützle, Towards the Automatic Design of Metaheuristics ,In Proceedings of the 10th Metaheuristics International Conference, MIC'2013, 215-217, Singapore (Singapore), August 2013
  • Marie-Éléonore Marmion, Franco Mascia, Manuel López-Ibánez, Thomas Stützle, Automatic Design of Hybrid Stochastic Local Search Metaheuristics,In Proceedings of the 8th International Workshop on Hybrid Metaheuristics Conference, HM'2013, LNCS, Springer, 144-158, Ischia (Italy), May 2013
  • Marie-Éléonore Marmion, Aymeric Blot, Laetitia Jourdan, Clarisse Dhaenens, Neutrality in the Graph Coloring Problem, In Proceedings of the 7th Learning and Intelligent OptimizatioN Conference, LION'2013, LNCS, Springer, 125-130, Catania (Italy), January 2013
  • Marie-Éléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Verel, The Road to VEGAS: Guiding the Search over Neutral Networks, In Proceedings of the 13th annual conference on Genetic and evolutionary computation, GECCO'2011, ACM Press, p. 1979-1986, Dublin (Ireland), July 2011 [pdf]
  • Marie-Éléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Verel, NILS: a Neutrality-based Iterated Local Search and its application to Flowshop Scheduling, In Proceedings of the 12th European Conference of Evolutionary Computation in Combinatorial Optimization, EVOCOP'2011, LNCS, Springer, pages 191-202, Torino (Italy), April 2011 [pdf]
  • Marie-Éléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Verel, On the Neutrality of Flowshop Scheduling Fitness Landscapes, In Proceedings of the 5th Learning and Intelligent OptimizatioN Conference, LION'2011, LNCS, Springer, pages 238-252, Roma (Italy), January 2011 [pdf]
  • Marie-Éléonore Marmion, Jérémie Humeau, Laetitia Jourdan, Clarisse Dhaenens, Comparison of Neighborhood for the HFF-AVRP, In Proceedings of the 8thACS/IEEE International Conference on Computer Systems and Applications, NATCOMP workshop, AICCSA 2010, IEEE Press, Hammamet (Tunisia), May 2010 [pdf]

Chapters in book

  • Marie-Éléonore Marmion, Neutrality in flowhop scheduling problems: landscape structure and local search, In Metaheuristics for Production Scheduling, Ed. ISTE-WILEY, 2013
  • Marie-Éléonore Marmion, Neutralité dans les problêmes d'ordonnancement de type flowshop : structure de paysage et recherche locale, In Métaheuristiques pour l'ordonnancement monocritère des ateliers de production, Ed. Hermes, 2013

Conference Abstracts

  • Lucien Mousin, Marie-Éléonore Kessaci, Clarisse Dhaenens, An Iterated Greedy-based Approach Exploiting Promising Sub-Sequences of Jobs to solve the No-Wait Flowshop Scheduling Problem, MIC 2017, July 2017
  • Aymeric Blot, Laetitia Jourdan, Marie-Éléonore Kessaci, AMH: a new Framework to Design Adaptive Metaheuristics , MIC 2017, July 2017
  • Marie-Éléonore Marmion, Aymeric Blot, Laetitia Jourdan, Clarisse Dhaenens, Neutralité du problème de Coloration de Graphe, In 14e congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, ROADEF 2013, Troyes (France), February 2013
  • Marie-Éléonore Marmion, Franco Mascia, Manuel López-Ibánez, Thomas Stützle, Automatic Configuration of a Generalized Metaheuristic Structure, In 27th annual conference of the Belgian Operational Research Society, ORBEL 2013, KU Leuven, Kortrijk (Belgium), February 2013
  • Marie-Éléonore Marmion, Laetitia Jourdan, Clarisse Dhaenens, Arnaud Liefooghe, Sébastien Verel, Conception de recherche locale en présence de neutralité, In 13e congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, ROADEF 2012, Angers (France), April 2012
  • Marie-Éléonore Marmion, Laetitia Jourdan, Clarisse Dhaenens, A Fitness Landscape Analysis for the Permutation Flowshop Scheduling Problem, In International Conference on Metaheuristics and Nature Inspired Computing, META 2010, Djerba (Tunisia), October 2010 [pdf]
  • Marie-Éléonore Marmion, Laetitia Jourdan, Clarisse Dhaenens, Une nouvelle mesure de distance pour l'ACVRP, In 11e congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, ROADEF 2010, Toulouse (France), February 2010 [pdf]

Technical Report

  • Marie-Éléonore Marmion, Aymeric Blot, Laetitia Jourdan, Clarisse Dhaenens, Neutrality in the Graph Coloring Problem, In Rapport de Recherche INRIA, RR-8215, January 2013 [pdf]

Talks

  • Marie-Éléonore Marmion, Fitness landscape analysis, neutrality, and adaptive local search for permutation flowshop scheduling, IRIDIA laboratory of ULB, Brussel (Belgique), May 2011
  • Marie-Éléonore Marmion, Builing a Toolbox for Fitness Landscape Analysis in Combinatorial Optimization. A case study: Asymmetric Vehicle Routing Problem with an Heterogeneous Fixed Fleet, Journée Évolutionnaire Trimestrielle/Thématique JET 20, Paris (France), March 2010

      

      

      

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