Aymeric Blot

37
Documents

Publications

16
16
9
7
5
4
3
2
2
2
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
2
1
2
2
4
5
6
5
4
2
1
3
6
4
3
3
3
3
3
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
16
11
11
8
6
4
3
3
2
2
2

Publications

Image document

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-04996050 v1
Image document

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-04936383 v1
Image document

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-04884280 v1
Image document

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-04215694 v1
Image document

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-04215682 v1

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-01927901 v1

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-01840111 v1
Image document

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-04215737 v1
Image document

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-04215742 v1
Image document

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-03595447 v1
Image document

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-04215767 v1
Image document

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-04215762 v1
Image document

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-04215764 v1
Image document

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-04215729 v1
Image document

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-04215722 v1
Image document

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-04215760 v1
Image document

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-04215756 v1
Image document

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-04215758 v1
Image document

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-04215755 v1

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-02082123 v1

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-02078581 v1
Image document

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-04215751 v1
Image document

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-04215712 v1
Image document

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-01868414 v1

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-01928060 v1
Image document

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-01868401 v1
Image document

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-01569617 v1
Image document

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-01560444 v1
Image document

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-01559690 v1
Image document

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-01559687 v1
Image document

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-01370392 v1
Image document

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-01560467 v1

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-01216485 v1
Image document

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-00840361 v1

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-00919750 v1
Image document

Reacting and Adapting to the Environment

Aymeric Blot
Operations Research [math.OC]. Université de Lille; CRIStAL UMR 9189, 2018. English. ⟨NNT : ⟩
Thèse tel-01896272 v1
Image document

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-00781001 v1