Aymeric Blot

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Publications

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Reinforcement Learning for Mutation Operator Selection in Automated Program Repair

Carol Hanna , Aymeric Blot , Justyna Petke

Automated Software Engineering, 2025, 32 (2), pp.1-31. ⟨10.1007/s10515-025-00501-z⟩

Article dans une revue hal-04996050v1
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A Comprehensive Survey of Benchmarks for Improvement of Software's Non-Functional Properties

Aymeric Blot , Justyna Petke

ACM Computing Surveys, 2025, 57 (7), pp.1-36 / Article n°168. ⟨10.1145/3711119⟩

Article dans une revue hal-04936383v1
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The 14th International Workshop on Genetic Improvement (GI @ ICSE 2025)

William B Langdon , Aymeric Blot , Oliver Krauss

Software Engineering Notes, 2025, 50 (3), pp.48-58. ⟨10.1145/3743095.3743105⟩

Article dans une revue hal-05474738v1
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The 13th International Workshop on Genetic Improvement

William B Langdon , Gabin An , Aymeric Blot , Vesna Nowack , Justyna Petke et al.

Software Engineering Notes, 2024, 49 (3), pp.42 - 50. ⟨10.1145/3672089.3672102⟩

Article dans une revue hal-04884280v1
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Empirical Comparison of Search Heuristics for Genetic Improvement of Software

Aymeric Blot , Justyna Petke

IEEE Transactions on Evolutionary Computation, 2021, 25 (5), pp.1001-1011. ⟨10.1109/TEVC.2021.3070271⟩

Article dans une revue hal-04215694v1
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Genetic Improvement @ ICSE 2020

William Langdon , Westley Weimer , Justyna Petke , Erik Fredericks , Seongmin Lee et al.

Software Engineering Notes, 2020, 45 (4), pp.24-30. ⟨10.1145/3417564.3417575⟩

Article dans une revue hal-04215682v1

Automatic Configuration of Multi-Objective Local Search Algorithms for Permutation Problems

Aymeric Blot , Marie-Eléonore Kessaci , Laetitia Jourdan , Holger Hoos

Evolutionary Computation, 2019, pp.1 - 24. ⟨10.1162/evco_a_00240⟩

Article dans une revue hal-01927901v1

Survey and unification of local search techniques in metaheuristics for multi-objective combinatorial optimisation

Aymeric Blot , Marie-Eléonore Kessaci , Laetitia Jourdan

Journal of Heuristics, 2018, ⟨10.1007/s10732-018-9381-1⟩

Article dans une revue hal-01840111v1
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Empirical Comparison of Runtime Improvement Approaches

Thanatad Songpetchmongkol , Aymeric Blot , Justyna Petke

GI 2025 - IEEE/ACM International Workshop on Genetic Improvement, Apr 2025, Ottawa, Canada. pp.35-42, ⟨10.1109/GI66624.2025.00014⟩

Communication dans un congrès hal-05474744v1
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Genetic Improvement of LLVM Intermediate Representation

William Langdon , Afnan Al-Subaihin , Aymeric Blot , David Clark

26th European Conference on Genetic Programming (EuroGP), Apr 2023, Brno, Czech Republic. pp.244-259, ⟨10.1007/978-3-031-29573-7_16⟩

Communication dans un congrès hal-04215737v1
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Genetically Improved Software with fewer Data Cache Misses

William B Langdon , Justyna Petke , Aymeric Blot , David Clark

GECCO '23 Companion: Companion Conference on Genetic and Evolutionary Computation, Jul 2023, Lisbon, Portugal. pp.799-802, ⟨10.1145/3583133.3590542⟩

Communication dans un congrès hal-04215742v1
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Evaluation of genetic improvement tools for improvement of non-functional properties of software

Shengjie Zuo , Aymeric Blot , Justyna Petke

GECCO '22: Genetic and Evolutionary Computation Conference, Feb 2022, Boston, United States. pp.1956-1965, ⟨10.1145/3520304.3534004⟩

Communication dans un congrès hal-04215767v1
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Using Genetic Improvement to Optimise Optimisation Algorithm Implementations

Aymeric Blot , Justyna Petke

23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France

Communication dans un congrès hal-03595447v1
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Refining Fitness Functions for Search-Based Program Repair

Zhiqiang Bian , Aymeric Blot , Justyna Petke

2021 IEEE/ACM International Workshop on Automated Program Repair (APR), Jun 2021, Madrid, Spain. pp.1-8, ⟨10.1109/APR52552.2021.00008⟩

Communication dans un congrès hal-04215764v1
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Refining Fitness Functions for Search-Based Automated Program Repair

Giovani Guizzo , Aymeric Blot , James Callan , Justyna Petke , Federica Sarro

Symposium on Search-Based Software Engineering, Oct 2021, Bari, Italy. pp.159-165, ⟨10.1007/978-3-030-88106-1_12⟩

Communication dans un congrès hal-04215729v1
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Uniform Edit Selection for Genetic Improvement

Marta Smigielska , Aymeric Blot , Justyna Petke

2021 IEEE/ACM International Workshop on Genetic Improvement (GI), May 2021, Madrid, Spain. pp.1-8, ⟨10.1109/GI52543.2021.00009⟩

Communication dans un congrès hal-04215762v1
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Stack-Based Genetic Improvement

Aymeric Blot , Justyna Petke

ICSE '20: 42nd International Conference on Software Engineering, Jul 2020, Seoul, South Korea. pp.289-290, ⟨10.1145/3387940.3392174⟩

Communication dans un congrès hal-04215758v1
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Refining Fitness Functions in Test-Based Program Repair

Justyna Petke , Aymeric Blot

ICSE '20: 42nd International Conference on Software Engineering, Jul 2020, Seoul, South Korea. pp.13-14, ⟨10.1145/3387940.3392180⟩

Communication dans un congrès hal-04215760v1
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Comparing Genetic Programming Approaches for Non-Functional Genetic Improvement

Aymeric Blot , Justyna Petke

European Conference on Genetic Programming (EuroGP), Apr 2020, Seville, Spain. pp.68-83, ⟨10.1007/978-3-030-44094-7_5⟩

Communication dans un congrès hal-04215722v1
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Synthetic Benchmarks for Genetic Improvement

Aymeric Blot , Justyna Petke

ICSE '20: 42nd International Conference on Software Engineering, Jul 2020, Seoul, South Korea. pp.287-288, ⟨10.1145/3387940.3392175⟩

Communication dans un congrès hal-04215756v1

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

Camille Pageau , Aymeric Blot , Holger Hoos , Marie-Éléonore Kessaci , Laetitia Jourdan

Evolutionary Multi-Criterion Optimization, Mar 2019, Lansing, United States. pp.565-577

Communication dans un congrès hal-02078581v1

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

Camille Pageau , Aymeric Blot , Holger Hoos , Marie-Eléonore Kessaci , Laetitia Jourdan

ROADEF 2019, Feb 2019, Le Havre, France

Communication dans un congrès hal-02082123v1
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On adaptive specialisation in genetic improvement

Aymeric Blot , Justyna Petke

GECCO '19: Genetic and Evolutionary Computation Conference, Jul 2019, Prague Czech Republic, France. pp.1703-1704, ⟨10.1145/3319619.3326839⟩

Communication dans un congrès hal-04215755v1
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Fuzzy Edit Sequences in Genetic Improvement

Aymeric Blot

2019 IEEE/ACM International Workshop on Genetic Improvement (GI), May 2019, Montreal, Canada. pp.30-31, ⟨10.1109/GI.2019.00016⟩

Communication dans un congrès hal-04215751v1
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PyGGI 2.0: language independent genetic improvement framework

Gabin An , Aymeric Blot , Justyna Petke , Shin Yoo

ESEC/FSE '19: 27th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Aug 2019, Tallinn, Estonia. pp.1100-1104, ⟨10.1145/3338906.3341184⟩

Communication dans un congrès hal-04215712v1

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

Communication dans un congrès hal-01928060v1
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New Initialisation Techniques for Multi-objective Local Search

Aymeric Blot , Manuel López-Ibáñez , Marie-Éléonore Kessaci , Laetitia Jourdan

Parallel Problem Solving from Nature - PPSN XV, Sep 2018, Coimbra, Portugal. ⟨10.1007/978-3-319-99253-2_26⟩

Communication dans un congrès hal-01868414v1
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Adaptive Multi-Objective Local Search Algorithms for the Permutation Flowshop Scheduling Problem

Aymeric Blot , Marie-Éléonore Kessaci , Laetitia Jourdan , Patrick de Causmaecker

Learning and Intelligent Optimization Conference (LION 12), Jun 2018, Kalamata, Greece

Communication dans un congrès hal-01868401v1
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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

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⟩

Communication dans un congrès hal-01559690v1
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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

Communication dans un congrès hal-01560444v1
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Automatic Design of Multi-Objective Local Search Algorithms

Aymeric Blot , Laetitia Jourdan , Marie-Éléonore Kessaci

GECCO 2017 - Genetic and Evolutionary Computation Conference, Jul 2017, Berlin, Germany. pp.227-234, ⟨10.1145/3071178.3071323⟩

Communication dans un congrès hal-01569617v1
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AMH: a new Framework to Design Adaptive Metaheuristics

Aymeric Blot , Marie-Éléonore Kessaci-Marmion , Laetitia Jourdan

12th Metaheuristics International Conference, Jul 2017, Barcelona, Spain

Communication dans un congrès hal-01559687v1
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MOParamILS : une plateforme multi-objectif pour la configuration automatique d'algorithmes

Aymeric Blot , Holger Hoos

ROADEF2016: 17ème Conférence ROADEF de la société Française de Recherche Opérationnelle et d’Aide à la Décision, Feb 2016, Compiègne, France

Communication dans un congrès hal-01560467v1
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MO-ParamILS: A Multi-objective Automatic Algorithm Configuration Framework

Aymeric Blot , Holger Hoos , Laetitia Jourdan , Marie-Éléonore Marmion , Heike Trautmann

Learning and Intelligent Optimization, May 2016, Ischia, Italy. pp.32-47, ⟨10.1007/978-3-319-50349-3_3⟩

Communication dans un congrès hal-01370392v1

Neutral but a Winner! How Neutrality Helps Multiobjective Local Search Algorithms

Aymeric Blot , Hernan Aguirre , Clarisse Dhaenens , Laetitia Jourdan , Marie-Eléonore Marmion et al.

Evolutionary Multi-Criterion Optimization - 8th International Conference, EMO 2015, Guimarães, Portugal, March 29 -April 1, 2015. Proceedings, Part I, 2015, Guimarães, Portugal. pp.34--47, ⟨10.1007/978-3-319-15934-8_3⟩

Communication dans un congrès hal-01216485v1

Neutrality in the Graph Coloring Problem

Marie-Eleonore Marmion , Aymeric Blot , Laetitia Jourdan , Clarisse Dhaenens

Learning and Intelligent OptimizatioN Conference, Jan 2013, Catania, Italy. pp.125--130

Communication dans un congrès hal-00919750v1
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Neutralité du problème de coloration de graphe

Marie-Eleonore Marmion , Aymeric Blot , Laetitia Jourdan , Clarisse Dhaenens

ROADEF 2013 : 14e congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Feb 2013, Troyes, France

Communication dans un congrès hal-00840361v1
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Reacting and Adapting to the Environment

Aymeric Blot

Operations Research [math.OC]. Université de Lille; CRIStAL UMR 9189, 2018. English. ⟨NNT : ⟩

Thèse tel-01896272v1
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Neutrality in the Graph Coloring Problem

Marie-Eleonore Marmion , Aymeric Blot , Laetitia Jourdan , Clarisse Dhaenens

[Research Report] RR-8215, INRIA. 2013, pp.15

Rapport (rapport de recherche) hal-00781001v1