Sébastien Verel
Professor of computer science
100%
Libre accès
34
Documents
Affiliations actuelles
- 157346
Identifiants chercheurs
- sebastien-verel
- IdRef : 11806259X
- 0000-0003-1661-4093
- VIAF : 216274280
Domaines de recherche
Intelligence artificielle [cs.AI]
Publications
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Understanding Population Dynamics in Multi- and Many-Objective Evolutionary Algorithms for High-Resolution ApproximationsAdvances in Operations Research, 2021, 2021, pp.6699277. ⟨10.1155/2021/6699277⟩
Article dans une revue
hal-03505604v1
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Landscape-aware performance prediction for evolutionary multi-objective optimizationIEEE Transactions on Evolutionary Computation, 2020, 24 (6), pp.1063-1077. ⟨10.1109/TEVC.2019.2940828⟩
Article dans une revue
hal-02294201v1
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Distributed Localized Bi-objective SearchEuropean Journal of Operational Research, 2014, 239 (3), pp.731-743. ⟨10.1016/j.ejor.2014.05.040⟩
Article dans une revue
hal-01002520v1
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Pareto local optimal solutions networks with compression, enhanced visualization and expressivenessGECCO 2023 - Genetic and Evolutionary Computation Conference, Jul 2023, Lisbon, Portugal. pp.713-721, ⟨10.1145/3583131.3590474⟩
Communication dans un congrès
hal-04169768v1
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Fourier Transform-based Surrogates for Permutation ProblemsGECCO '23: Genetic and Evolutionary Computation Conference, Jul 2023, Lisbon, Portugal. pp.275-283, ⟨10.1145/3583131.3590425⟩
Communication dans un congrès
hal-04202402v1
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Cost-vs-accuracy of sampling in multi-objective combinatorial exploratory landscape analysisGECCO 2022 - Genetic and Evolutionary Computation Conference, Jul 2022, Boston, MA, United States. pp.493-501, ⟨10.1145/3512290.3528731⟩
Communication dans un congrès
hal-03693659v1
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Surrogate-assisted Multi-objective Combinatorial Optimization based on Decomposition and Walsh BasisGECCO '20 - Genetic and Evolutionary Computation Conference, Jul 2020, Cancun, Mexico. ⟨10.1145/3377930.3390149⟩
Communication dans un congrès
hal-02898952v1
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Dynamic compartmental models for large multi-objective landscapes and performance estimationEvoCOP 2020 - 20th European Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2020, Seville, Spain. pp.99-113, ⟨10.1007/978-3-030-43680-3_7⟩
Communication dans un congrès
hal-02920043v1
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Dominance, indicator and decomposition based search for multi-objective QAP: landscape analysis and automated algorithm selectionPPSN 2020 - Sixteenth International Conference on Parallel Problem Solving from Nature, Sep 2020, Leiden, Netherlands. pp.33-47, ⟨10.1007/978-3-030-58112-1_3⟩
Communication dans un congrès
hal-02920085v1
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On Stochastic Fitness Landscapes: Local Optimality and Fitness Landscape Analysis for Stochastic Search OperatorsPPSN 2020 - The 16th International Conference on Parallel Problem Solving from Nature, Sep 2020, Leiden, Netherlands. pp.97-110, ⟨10.1007/978-3-030-58115-2_7⟩
Communication dans un congrès
hal-02949069v1
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Approximating Pareto Set Topology by Cubic Interpolation on Bi-objective ProblemsEMO 2019 - International Conference on Evolutionary Multi-Criterion Optimization, Mar 2019, East Lansing, Michigan, United States. pp.386-398, ⟨10.1007/978-3-030-12598-1_31⟩
Communication dans un congrès
hal-02064548v1
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Estimating Relevance of Variables for Effective RecombinationEMO 2019 - International Conference on Evolutionary Multi-Criterion Optimization, Mar 2019, East Lansing, Michigan, United States. pp.411-423, ⟨10.1007/978-3-030-12598-1_33⟩
Communication dans un congrès
hal-02064547v1
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New Features for Continuous Exploratory Landscape Analysis based on the SOO TreeFOGA 2019 - 15th ACM/SIGEVO Workshop on Foundations of Genetic Algorithms, Aug 2019, Potsdam, Germany. pp.72-86
Communication dans un congrès
hal-02282986v1
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Dynamic compartmental models for algorithm analysis and population size estimationGECCO 2019 - Genetic and Evolutionary Computation Conference, Jul 2019, Prague, Czech Republic. pp.2044-2047, ⟨10.1145/3319619.3326912⟩
Communication dans un congrès
hal-02436226v1
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A surrogate model based on Walsh decomposition for pseudo-boolean functionsPPSN 2018 - International Conference on Parallel Problem Solving from Nature, Sep 2018, Coimbra, Portugal. pp.181-193, ⟨10.1007/978-3-319-99259-4_15⟩
Communication dans un congrès
hal-01823725v1
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On Pareto local optimal solutions networksPPSN 2018 - International Conference on Parallel Problem Solving from Nature, Sep 2018, Coimbra, Portugal. pp.232-244, ⟨10.1007/978-3-319-99259-4_19⟩
Communication dans un congrès
hal-01823721v1
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A set-oriented MOEA/DGECCO 2018 - Genetic and Evolutionary Computation Conference, Jul 2018, Kyoto, Japan. pp.617-624, ⟨10.1145/3205455.3205575⟩
Communication dans un congrès
hal-01823671v1
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Closed state model for understanding the dynamics of MOEAsGenetic and Evolutionary Computation Conference (GECCO 2017), Jul 2017, Berlin, Germany
Communication dans un congrès
hal-01496329v1
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Analysis of a batch strategy for a Master-Worker adaptive selection algorithm framework9th International Joint Conference on Computational Intelligence (IJCCI 2017), Nov 2017, Madère, Portugal. pp.313-320, ⟨10.5220/0006504203130320⟩
Communication dans un congrès
hal-01643337v1
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A fitness landscape analysis of Pareto local search on bi-objective permutation flowshop scheduling problems9th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2017), Mar 2017, Münster, Germany. ⟨10.1007/978-3-319-54157-0_29⟩
Communication dans un congrès
hal-01496357v1
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Using Parallel Strategies to Speed Up Pareto Local Search11th International Conference on Simulated Evolution and Learning (SEAL 2017), Nov 2017, Shenzhen, China
Communication dans un congrès
hal-01581257v1
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Towards landscape-aware automatic algorithm configuration: preliminary experiments on neutral and rugged landscapesEvoCOP 2017 - Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2017, Amsterdam, Netherlands. pp.215-232
Communication dans un congrès
hal-01496347v1
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Learning variable importance to guide recombination on many-objective optimization5th International Conference on Smart Computing and Artificial Intelligence (SCAI 2017), Jul 2017, Hamamatsu, Japan
Communication dans un congrès
hal-01581247v1
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On the Design of a Master-Worker Adaptive Algorithm Selection FrameworkEA 2017 - 13th International Conference on Artificial Evolution, Oct 2017, Paris, France. pp.1-15, ⟨10.1007/978-3-319-78133-4_1⟩
Communication dans un congrès
hal-01643354v1
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A Fitness Cloud Model for Adaptive Metaheuristic Selection Methods14th International Conference on Parallel Problem Solving from Nature (PPSN2016), Sep 2016, Edinburgh, United Kingdom. pp.80-90, ⟨10.1007/978-3-319-45823-6_8⟩
Communication dans un congrès
hal-01355249v1
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Learning variable importance to guide recombinationIEEE Symposium on Computational Intelligence, Dec 2016, Athens, Greece
Communication dans un congrès
hal-01380646v1
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Distributed Adaptive Metaheuristic Selection: Comparisons of Selection Strategies13th International Conference on Artificial Evolution (EA 2015), Oct 2015, Lyon, France. pp.83-96
Communication dans un congrès
hal-01178608v1
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An Analysis of Differential Evolution Parameters on Rotated Bi-objective Optimization FunctionsSEAL 2014 - 10th International Conference on Simulated Evolution and Learning, Dec 2014, Dunedin, New Zealand. pp.1 - 12
Communication dans un congrès
hal-01066221v1
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On the Impact of Multiobjective Scalarizing FunctionsParallel Problem Solving from Nature - PPSN XIII, Sep 2014, Ljubljana, Slovenia. pp.548-557
Communication dans un congrès
hal-01066139v1
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DAMS: Distributed Adaptive Metaheuristic SelectionGenetic And Evolutionary Computation Conference, Jun 2011, Dublin, Ireland. pp.1955--1962, ⟨10.1145/2001576.2001839⟩
Communication dans un congrès
hal-00579993v1
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Studying MOEAs Dynamics and their Performance using a Three Compartmental ModelGECCO 2018 - Genetic and Evolutionary Computation Conference Companion, Jul 2018, Kyoto, Japan
Poster de conférence
hal-01823709v1
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Pareto dominance-based MOEAs on Problems with Difficult Pareto Set TopologiesGECCO 2018 - Genetic and Evolutionary Computation Conference Companion, Jul 2018, Kyoto, Japan
Poster de conférence
hal-01823715v1
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New Adaptive Selection Strategies for Distributed Adaptive Metaheuristic SelectionGenetic and Evolutionary Computation Conference 2015, Jul 2015, Madrid, Spain. ACM, Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference, GECCO Companion '15, pp.1405--1406, 2015, Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference. ⟨10.1145/2739482.2764694⟩
Poster de conférence
hal-01178619v1
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On the Impact of Scalarizing Functions on Evolutionary Multiobjective Optimization[Research Report] RR-8512, 2014
Rapport
hal-00968145v1
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