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Aymeric Blot

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Aymeric Blot

Genetically Improved Software with fewer Data Cache Misses

William B Langdon, Justyna Petke, Aymeric Blot, David Clark. Genetically Improved Software with fewer Data Cache Misses. GECCO '23 Companion: Companion Conference on Genetic and Evolutionary Computation, Jul 2023, Lisbon, Portugal. pp.799-802, ⟨10.1145/3583133.3590542⟩. ⟨hal-04215742⟩

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Genetic Improvement of LLVM Intermediate Representation

William Langdon, Afnan Al-Subaihin, Aymeric Blot, David Clark. Genetic Improvement of LLVM Intermediate Representation. 26th European Conference on Genetic Programming (EuroGP), Apr 2023, Brno, Czech Republic. pp.244-259, ⟨10.1007/978-3-031-29573-7_16⟩. ⟨hal-04215737⟩

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Using Genetic Improvement to Optimise Optimisation Algorithm Implementations

Aymeric Blot, Justyna Petke. Using Genetic Improvement to Optimise Optimisation Algorithm Implementations. 23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France. ⟨hal-03595447⟩

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Evaluation of genetic improvement tools for improvement of non-functional properties of software

Shengjie Zuo, Aymeric Blot, Justyna Petke. Evaluation of genetic improvement tools for improvement of non-functional properties of software. GECCO '22: Genetic and Evolutionary Computation Conference, Feb 2022, Boston, United States. pp.1956-1965, ⟨10.1145/3520304.3534004⟩. ⟨hal-04215767⟩

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Refining Fitness Functions for Search-Based Automated Program Repair

Giovani Guizzo, Aymeric Blot, James Callan, Justyna Petke, Federica Sarro. Refining Fitness Functions for Search-Based Automated Program Repair: A Case Study with ARJA and ARJA-e. Symposium on Search-Based Software Engineering, Oct 2021, Bari, Italy. pp.159-165, ⟨10.1007/978-3-030-88106-1_12⟩. ⟨hal-04215729⟩

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Empirical Comparison of Search Heuristics for Genetic Improvement of Software

Aymeric Blot, Justyna Petke. Empirical Comparison of Search Heuristics for Genetic Improvement of Software. IEEE Transactions on Evolutionary Computation, 2021, 25 (5), pp.1001-1011. ⟨10.1109/TEVC.2021.3070271⟩. ⟨hal-04215694⟩

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Refining Fitness Functions for Search-Based Program Repair

Zhiqiang Bian, Aymeric Blot, Justyna Petke. Refining Fitness Functions for Search-Based Program Repair. 2021 IEEE/ACM International Workshop on Automated Program Repair (APR), Jun 2021, Madrid, Spain. pp.1-8, ⟨10.1109/APR52552.2021.00008⟩. ⟨hal-04215764⟩

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Uniform Edit Selection for Genetic Improvement

Marta Smigielska, Aymeric Blot, Justyna Petke. Uniform Edit Selection for Genetic Improvement: Empirical Analysis of Mutation Operator Efficacy. 2021 IEEE/ACM International Workshop on Genetic Improvement (GI), May 2021, Madrid, Spain. pp.1-8, ⟨10.1109/GI52543.2021.00009⟩. ⟨hal-04215762⟩

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Genetic Improvement @ ICSE 2020

William Langdon, Westley Weimer, Justyna Petke, Erik Fredericks, Seongmin Lee, et al.. Genetic Improvement @ ICSE 2020. Software Engineering Notes, 2020, 45 (4), pp.24-30. ⟨10.1145/3417564.3417575⟩. ⟨hal-04215682⟩

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Refining Fitness Functions in Test-Based Program Repair

Justyna Petke, Aymeric Blot. Refining Fitness Functions in Test-Based Program Repair. ICSE '20: 42nd International Conference on Software Engineering, Jul 2020, Seoul, South Korea. pp.13-14, ⟨10.1145/3387940.3392180⟩. ⟨hal-04215760⟩

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Synthetic Benchmarks for Genetic Improvement

Aymeric Blot, Justyna Petke. Synthetic Benchmarks for Genetic Improvement. ICSE '20: 42nd International Conference on Software Engineering, Jul 2020, Seoul, South Korea. pp.287-288, ⟨10.1145/3387940.3392175⟩. ⟨hal-04215756⟩

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Stack-Based Genetic Improvement

Aymeric Blot, Justyna Petke. Stack-Based Genetic Improvement. ICSE '20: 42nd International Conference on Software Engineering, Jul 2020, Seoul, South Korea. pp.289-290, ⟨10.1145/3387940.3392174⟩. ⟨hal-04215758⟩

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Comparing Genetic Programming Approaches for Non-Functional Genetic Improvement

Aymeric Blot, Justyna Petke. Comparing Genetic Programming Approaches for Non-Functional Genetic Improvement: Case Study: Improvement of MiniSAT's Running Time. European Conference on Genetic Programming (EuroGP), Apr 2020, Seville, Spain. pp.68-83, ⟨10.1007/978-3-030-44094-7_5⟩. ⟨hal-04215722⟩

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PyGGI 2.0: language independent genetic improvement framework

Gabin An, Aymeric Blot, Justyna Petke, Shin Yoo. PyGGI 2.0: language independent genetic improvement framework. 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⟩. ⟨hal-04215712⟩

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On adaptive specialisation in genetic improvement

Aymeric Blot, Justyna Petke. On adaptive specialisation in genetic improvement. GECCO '19: Genetic and Evolutionary Computation Conference, Jul 2019, Prague Czech Republic, France. pp.1703-1704, ⟨10.1145/3319619.3326839⟩. ⟨hal-04215755⟩

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Fuzzy Edit Sequences in Genetic Improvement

Aymeric Blot. Fuzzy Edit Sequences in Genetic Improvement. 2019 IEEE/ACM International Workshop on Genetic Improvement (GI), May 2019, Montreal, Canada. pp.30-31, ⟨10.1109/GI.2019.00016⟩. ⟨hal-04215751⟩

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

Camille Pageau, Aymeric Blot, Holger Hoos, Marie-Éléonore Kessaci, Laetitia Jourdan. Configuration of a Dynamic MOLS Algorithm for Bi-objective Flowshop Scheduling. Evolutionary Multi-Criterion Optimization, Mar 2019, Lansing, United States. pp.565-577. ⟨hal-02078581⟩

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

Camille Pageau, Aymeric Blot, Holger Hoos, Marie-Eléonore Kessaci, Laetitia Jourdan. A Dynamic Algorithm Framework to Automatically Design a Multi-Objective Local Search. ROADEF 2019, Feb 2019, Le Havre, France. ⟨hal-02082123⟩

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

Aymeric Blot, Marie-Eléonore Kessaci, Laetitia Jourdan, Holger Hoos. Automatic Configuration of Multi-Objective Local Search Algorithms for Permutation Problems. Evolutionary Computation, 2019, pp.1 - 24. ⟨10.1162/evco_a_00240⟩. ⟨hal-01927901⟩

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

Aymeric Blot, Holger H Hoos, Marie-Eléonore Kessaci, Laetitia Jourdan. Automatic Configuration of Multi-objective Optimization Algorithms. Impact of Correlation between Objectives.. 30th International Conference on Tools with Artificial Intelligence, Oct 2018, Volos, Greece. ⟨hal-01928060⟩

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Reacting and Adapting to the Environment

Aymeric Blot. Reacting and Adapting to the Environment: Designing Autonomous Methods for Multi-Objective Combinatorial Optimisation. Operations Research [cs.RO]. Université de Lille; CRIStAL UMR 9189, 2018. English. ⟨NNT : ⟩. ⟨tel-01896272⟩

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New Initialisation Techniques for Multi-objective Local Search

Aymeric Blot, Manuel López-Ibáñez, Marie-Éléonore Kessaci, Laetitia Jourdan. New Initialisation Techniques for Multi-objective Local Search: Application to the Bi-objective Permutation Flowshop. Parallel Problem Solving from Nature - PPSN XV, Sep 2018, Coimbra, Portugal. ⟨10.1007/978-3-319-99253-2_26⟩. ⟨hal-01868414⟩

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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. Adaptive Multi-Objective Local Search Algorithms for the Permutation Flowshop Scheduling Problem. Learning and Intelligent Optimization Conference (LION 12), Jun 2018, Kalamata, Greece. ⟨hal-01868401⟩

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

Aymeric Blot, Marie-Eléonore Kessaci, Laetitia Jourdan. Survey and unification of local search techniques in metaheuristics for multi-objective combinatorial optimisation. Journal of Heuristics, 2018, ⟨10.1007/s10732-018-9381-1⟩. ⟨hal-01840111⟩

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Automatic Design of Multi-Objective Local Search Algorithms

Aymeric Blot, Laetitia Jourdan, Marie-Éléonore Kessaci. Automatic Design of Multi-Objective Local Search Algorithms: Case Study on a bi-objective Permutation Flowshop Scheduling Problem. GECCO 2017 - Genetic and Evolutionary Computation Conference, Jul 2017, Berlin, Germany. pp.227-234, ⟨10.1145/3071178.3071323⟩. ⟨hal-01569617⟩

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AMH: a new Framework to Design Adaptive Metaheuristics

Aymeric Blot, Marie-Éléonore Kessaci-Marmion, Laetitia Jourdan. AMH: a new Framework to Design Adaptive Metaheuristics. 12th Metaheuristics International Conference, Jul 2017, Barcelona, Spain. ⟨hal-01559687⟩

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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. Automatically Configuring Multi-objective Local Search Using Multi-objective Optimisation. 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⟩. ⟨hal-01559690⟩

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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. AMH: une plate-forme pour le design et le contrôle automatique de métaheuristiques multi-objectif. ROADEF2017: 18ème Conférence ROADEF de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Feb 2017, Metz, France. ⟨hal-01560444⟩

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MO-ParamILS: A Multi-objective Automatic Algorithm Configuration Framework

Aymeric Blot, Holger Hoos, Laetitia Jourdan, Marie-Éléonore Marmion, Heike Trautmann. MO-ParamILS: A Multi-objective Automatic Algorithm Configuration Framework. Learning and Intelligent Optimization, May 2016, Ischia, Italy. pp.32-47, ⟨10.1007/978-3-319-50349-3_3⟩. ⟨hal-01370392⟩

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MOParamILS : une plateforme multi-objectif pour la configuration automatique d'algorithmes

Aymeric Blot, Holger Hoos. MOParamILS : une plateforme multi-objectif pour la configuration automatique d'algorithmes. ROADEF2016: 17ème Conférence ROADEF de la société Française de Recherche Opérationnelle et d’Aide à la Décision, Feb 2016, Compiègne, France. ⟨hal-01560467⟩

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