The 13th International Workshop on Genetic Improvement
William B Langdon, Gabin An, Aymeric Blot, Vesna Nowack, Justyna Petke, et al.. The 13th International Workshop on Genetic Improvement. Software Engineering Notes, 2024, 49 (3), pp.42 - 50. ⟨10.1145/3672089.3672102⟩. ⟨hal-04884280⟩
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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. 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. 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. 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. Operations Research [math.OC]. 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. 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. 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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