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Books and Theses
- 2019
[b2]Marie-Eléonore Kessaci:
Knowledge-based Design of Stochastic Local Search Algorithms in Combinatorial Optimization. University of Lille, France, 2019- 2011
- [b1]Marie-Eléonore Marmion:
Recherche locale et optimisation combinatoire : de l'analyse structurelle d'un problème à la conception d'algorithmes efficaces. (Local search and combinatorial optimization: from structural analysis of a problem to design efficient algorithms). Lille University of Science and Technology, France, 2011
Journal Articles
- 2023
- [j12]Lucas M. Pavelski
, Myriam Regattieri Delgado, Marie-Eléonore Kessaci, Alex Alves Freitas:
Stochastic local search and parameters recommendation: a case study on flowshop problems. Int. Trans. Oper. Res. 30(2): 774-799 (2023) - 2022
- [j11]Holger H. Hoos, Laetitia Jourdan, Marie-Eléonore Kessaci, Thomas Stützle, Nadarajen Veerapen:
Preface to the Special Cluster on Stochastic Local Search: Recent Developments and Trends. Int. Trans. Oper. Res. 29(5): 2735-2736 (2022) - 2020
- [j10]Holger H. Hoos, Laetitia Jourdan, Marie-Eléonore Kessaci, Thomas Stützle, Nadarajen Veerapen:
Special issue on "Stochastic Local Search: Recent developments and trends". Int. Trans. Oper. Res. 27(1): 697-698 (2020) - [j9]Holger H. Hoos, Laetitia Jourdan, Marie-Eléonore Kessaci, Thomas Stützle, Nadarajen Veerapen:
Special issue on "Stochastic Local Search: Recent developments and trends". Int. Trans. Oper. Res. 27(2): 1263-1264 (2020) - [j8]Holger H. Hoos, Laetitia Jourdan, Marie-Eléonore Kessaci, Thomas Stützle, Nadarajen Veerapen:
Special issue on "Stochastic Local Search: Recent developments and trends". Int. Trans. Oper. Res. 27(3): 1806-1807 (2020) - [j7]Holger H. Hoos, Laetitia Jourdan, Marie-Eléonore Kessaci, Thomas Stützle, Nadarajen Veerapen:
Special issue on "Stochastic Local Search: Recent developments and trends". Int. Trans. Oper. Res. 27(4): 2253-2254 (2020) - [j6]Holger H. Hoos, Laetitia Jourdan, Marie-Eléonore Kessaci, Thomas Stützle, Nadarajen Veerapen:
Special issue on "Stochastic Local Search: Recent developments and trends". Int. Trans. Oper. Res. 27(5): 2685-2686 (2020) - 2019
- [j5]Aymeric Blot, Marie-Eléonore Marmion, Laetitia Jourdan, Holger H. Hoos:
Automatic Configuration of Multi-Objective Local Search Algorithms for Permutation Problems. Evol. Comput. 27(1): 147-171 (2019) - [j4]Holger H. Hoos, Laetitia Jourdan, Marie-Eléonore Kessaci, Thomas Stützle, Nadarajen Veerapen:
Special issue on "Stochastic Local Search: Recent developments and trends". Int. Trans. Oper. Res. 26(6): 2580-2581 (2019) - 2018
- [j3]Aymeric Blot, Marie-Eléonore Marmion, Laetitia Jourdan:
Survey and unification of local search techniques in metaheuristics for multi-objective combinatorial optimisation. J. Heuristics 24(6): 853-877 (2018) - 2013
- [j2]Marie-Eléonore Marmion:
Local search and combinatorial optimization: from structural analysis of a problem to efficient algorithms design. 4OR 11(1): 99-100 (2013) - [j1]Marie-Eléonore Marmion, Laetitia Jourdan, Clarisse Dhaenens:
Fitness Landscape Analysis and Metaheuristics Efficiency. J. Math. Model. Algorithms 12(1): 3-26 (2013)
Conference and Workshop Papers
- 2023
- [c43]Thomas Feutrier, Nadarajen Veerapen, Marie-Eléonore Kessaci:
When Simpler is Better: Automated Configuration of a University Timetabling Solver. CEC 2023: 1-8 - [c42]Clément Legrand, Diego Cattaruzza, Laetitia Jourdan, Marie-Eléonore Kessaci:
Improving MOEA/D with Knowledge Discovery. Application to a Bi-objective Routing Problem. EMO 2023: 462-475 - [c41]Thomas Feutrier, Nadarajen Veerapen, Marie-Eléonore Kessaci:
Improving the Relevance of Artificial Instances for Curriculum-Based Course Timetabling through Feasibility Prediction. GECCO Companion 2023: 203-206 - 2022
- [c40]Clément Legrand, Diego Cattaruzza, Laetitia Jourdan, Marie-Eléonore Kessaci:
New Neighborhood Strategies for the Bi-objective Vehicle Routing Problem with Time Windows. MIC 2022: 45-60 - [c39]Lucas Marcondes Pavelski, Myriam Regattieri Delgado, Marie-Eléonore Kessaci:
A Novel Multi-objective Decomposition Formulation for Per-Instance Configuration. BRACIS (1) 2022: 325-339 - [c38]Thomas Feutrier, Nadarajen Veerapen, Marie-Eléonore Kessaci:
Exploiting landscape features for fitness prediction in university timetabling. GECCO Companion 2022: 192-195 - [c37]Clément Legrand, Diego Cattaruzza, Laetitia Jourdan, Marie-Eléonore Kessaci:
Enhancing MOEA/D with learning: application to routing problems with time windows. GECCO Companion 2022: 495-498 - [c36]Thomas Feutrier, Marie-Eléonore Kessaci, Nadarajen Veerapen:
Analysis of Search Landscape Samplers for Solver Performance Prediction on a University Timetabling Problem. PPSN (1) 2022: 548-561 - 2021
- [c35]Lucas Marcondes Pavelski, Marie-Eléonore Kessaci, Myriam Regattieri Delgado:
Dynamic Learning in Hyper-Heuristics to Solve Flowshop Problems. BRACIS (1) 2021: 155-169 - [c34]Lucas Marcondes Pavelski, Marie-Eléonore Kessaci, Myriam R. B. S. Delgado:
Local Optima Network Sampling for Permutation Flowshop. CEC 2021: 1131-1138 - [c33]Lucas Marcondes Pavelski, Marie-Eléonore Kessaci, Myriam Regattieri Delgado:
Flowshop NEH-Based Heuristic Recommendation. EvoCOP 2021: 136-151 - [c32]Thomas Feutrier, Marie-Eléonore Kessaci, Nadarajen Veerapen:
Investigating the landscape of a hybrid local search approach for a timetabling problem. GECCO Companion 2021: 1665-1673 - [c31]Weerapan Sae-Dan, Marie-Eléonore Kessaci, Nadarajen Veerapen, Laetitia Jourdan:
Automatic Algorithm Multi-Configuration Applied to an Optimization Algorithm. HIS 2021: 160-170 - [c30]Laurent Parmentier, Olivier Nicol, Laetitia Jourdan, Marie-Eléonore Kessaci:
AutoTSC: Optimization Algorithm to Automatically Solve the Time Series Classification Problem. ICTAI 2021: 412-419 - 2020
- [c29]Sara Tari, Nicolas Szczepanski, Lucien Mousin, Julie Jacques, Marie-Eléonore Kessaci, Laetitia Jourdan:
Multi-objective Automatic Algorithm Configuration for the Classification Problem of Imbalanced Data. CEC 2020: 1-8 - [c28]Weerapan Sae-Dan, Marie-Eléonore Kessaci, Nadarajen Veerapen, Laetitia Jourdan:
Time-dependent automatic parameter configuration of a local search algorithm. GECCO Companion 2020: 1898-1905 - [c27]Sara Tari, Lucien Mousin, Julie Jacques, Marie-Eléonore Kessaci, Laetitia Jourdan:
Impact of the Discretization of VOCs for Cancer Prediction Using a Multi-Objective Algorithm. LION 2020: 151-157 - [c26]Sara Tari, Holger H. Hoos, Julie Jacques, Marie-Eléonore Kessaci, Laetitia Jourdan:
Automatic Configuration of a Multi-objective Local Search for Imbalanced Classification. PPSN (1) 2020: 65-77 - 2019
- [c25]Camille Pageau, Aymeric Blot, Holger H. Hoos, Marie-Eléonore Kessaci, Laetitia Jourdan:
Configuration of a Dynamic MOLS Algorithm for Bi-objective Flowshop Scheduling. EMO 2019: 565-577 - [c24]Lucas Marcondes Pavelski, Myriam Regattieri Delgado, Marie-Eléonore Kessaci:
Meta-learning on flowshop using fitness landscape analysis. GECCO 2019: 925-933 - [c23]Laurent Parmentier, Olivier Nicol, Laetitia Jourdan, Marie-Eléonore Kessaci:
TPOT-SH: A Faster Optimization Algorithm to Solve the AutoML Problem on Large Datasets. ICTAI 2019: 471-478 - 2018
- [c22]Lucas Marcondes Pavelski, Marie-Eléonore Kessaci, Myriam Regattieri Delgado:
Recommending Meta-Heuristics and Configurations for the Flowshop Problem via Meta-Learning: Analysis and Design. BRACIS 2018: 163-168 - [c21]Lucas M. Pavelski, Myriam Regattieri Delgado, Marie-Eléonore Kessaci:
Meta-Learning for Optimization: A Case Study on the Flowshop Problem Using Decision Trees. CEC 2018: 1-8 - [c20]Aymeric Blot, Holger H. Hoos, Marie-Eléonore Kessaci, Laetitia Jourdan:
Automatic Configuration of Bi-Objective Optimisation Algorithms: Impact of Correlation Between Objectives. ICTAI 2018: 571-578 - [c19]Aymeric Blot, Marie-Eléonore Kessaci, Laetitia Jourdan, Patrick De Causmaecker:
Adaptive Multi-objective Local Search Algorithms for the Permutation Flowshop Scheduling Problem. LION 2018: 241-256 - [c18]Aymeric Blot, Manuel López-Ibáñez, Marie-Eléonore Kessaci, Laetitia Jourdan:
New Initialisation Techniques for Multi-objective Local Search - Application to the Bi-objective Permutation Flowshop. PPSN (1) 2018: 323-334 - 2017
- [c17]Aymeric Blot, Alexis Pernet, Laetitia Jourdan, Marie-Éléonore Kessaci-Marmion, Holger H. Hoos:
Automatically Configuring Multi-objective Local Search Using Multi-objective Optimisation. EMO 2017: 61-76 - [c16]Marie-Éléonore Kessaci-Marmion, Clarisse Dhaenens, Jérémie Humeau:
Neutral Neighbors in Bi-objective Optimization: Distribution of the Most Promising for Permutation Problems. EMO 2017: 344-358 - [c15]Aymeric Blot, Laetitia Jourdan, Marie-Éléonore Kessaci-Marmion:
Automatic design of multi-objective local search algorithms: case study on a bi-objective permutation flowshop scheduling problem. GECCO 2017: 227-234 - [c14]Lucien Mousin, Marie-Eléonore Kessaci, Clarisse Dhaenens:
A New Constructive Heuristic for the No-Wait Flowshop Scheduling Problem. LION 2017: 196-209 - 2016
- [c13]Marie-Eléonore Marmion, Hernán E. Aguirre, Clarisse Dhaenens, Laetitia Jourdan, Kiyoshi Tanaka:
Multi-objective Neutral Neighbors': What could be the definition(s)? GECCO 2016: 349-356 - [c12]Aymeric Blot, Holger H. Hoos, Laetitia Jourdan, Marie-Éléonore Kessaci-Marmion, Heike Trautmann:
MO-ParamILS: A Multi-objective Automatic Algorithm Configuration Framework. LION 2016: 32-47 - [c11]Lucien Mousin, Laetitia Jourdan, Marie-Éléonore Kessaci-Marmion, Clarisse Dhaenens:
Feature Selection Using Tabu Search with Learning Memory: Learning Tabu Search. LION 2016: 141-156 - 2015
- [c10]Aymeric Blot, Hernán E. Aguirre, Clarisse Dhaenens, Laetitia Jourdan, Marie-Eléonore Marmion, Kiyoshi Tanaka:
Neutral but a Winner! How Neutrality Helps Multiobjective Local Search Algorithms. EMO (1) 2015: 34-47 - [c9]Marie-Eléonore Marmion, Olivier Regnier-Coudert:
Fitness Landscape of the Factoradic Representation on the Permutation Flowshop Scheduling Problem. LION 2015: 151-164 - 2014
- [c8]Manuel López-Ibáñez, Franco Mascia, Marie-Eléonore Marmion, Thomas Stützle:
A template for designing single-solution hybrid metaheuristics. GECCO (Companion) 2014: 1423-1426 - [c7]Franco Mascia, Manuel López-Ibáñez, Jérémie Dubois-Lacoste, Marie-Eléonore Marmion, Thomas Stützle:
Algorithm Comparison by Automatically Configurable Stochastic Local Search Frameworks: A Case Study Using Flow-Shop Scheduling Problems. Hybrid Metaheuristics 2014: 30-44 - 2013
- [c6]Marie-Eléonore Marmion, Franco Mascia, Manuel López-Ibáñez, Thomas Stützle:
Automatic Design of Hybrid Stochastic Local Search Algorithms. Hybrid Metaheuristics 2013: 144-158 - [c5]Marie-Eléonore Marmion, Aymeric Blot, Laetitia Jourdan, Clarisse Dhaenens:
Neutrality in the Graph Coloring Problem. LION 2013: 125-130 - 2011
- [c4]Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel:
NILS: A Neutrality-Based Iterated Local Search and Its Application to Flowshop Scheduling. EvoCOP 2011: 191-202 - [c3]Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel:
The road to VEGAS: guiding the search over neutral networks. GECCO 2011: 1979-1986 - [c2]Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel:
On the Neutrality of Flowshop Scheduling Fitness Landscapes. LION 2011: 238-252 - 2010
- [c1]Marie-Eléonore Marmion, Jérémie Humeau, Laetitia Jourdan, Clarisse Dhaenens:
Comparison of neighborhoods for the HFF-AVRP. AICCSA 2010: 1-7
Editorship
- 2015
- [e1]Clarisse Dhaenens, Laetitia Jourdan, Marie-Eléonore Marmion:
Learning and Intelligent Optimization - 9th International Conference, LION 9, Lille, France, January 12-15, 2015. Revised Selected Papers. Lecture Notes in Computer Science 8994, Springer 2015, ISBN 978-3-319-19083-9 [contents]
Informal and Other Publications
- 2019
- [i4]Lucien Mousin, Marie-Eléonore Kessaci, Clarisse Dhaenens:
Exploiting Promising Sub-Sequences of Jobs to solve the No-Wait Flowshop Scheduling Problem. CoRR abs/1903.09035 (2019) - 2012
- [i3]Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel:
NILS: a Neutrality-based Iterated Local Search and its application to Flowshop Scheduling. CoRR abs/1207.4450 (2012) - [i2]Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel:
The Road to VEGAS: Guiding the Search over Neutral Networks. CoRR abs/1207.4626 (2012) - [i1]Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel:
On the Neutrality of Flowshop Scheduling Fitness Landscapes. CoRR abs/1207.4629 (2012)
Coauthor Index
aka: Myriam R. B. S. Delgado
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