Sébastien Verel
Professor of computer science
93%
Libre accès
161
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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Agent-Based Modeling and Simulation for Urban Air Quality Assessment7 th International Conference on Logistics Operations Management: Smart Sustainable and Green Logistics, May 2024, Marrakech (Maroc), Morocco
Communication dans un congrès
hal-04447553v1
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Where the Really Hard Quadratic Assignment Problems Are: the QAP-SAT instancesEvolutionary Computation in Combinatorial Optimization Conference (evoCOP), Apr 2024, Aberystwyth, United Kingdom
Communication dans un congrès
hal-04489201v1
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Sparse Surrogate Model for Optimization: Example of the Bus Stops Spacing ProblemEvolutionary Computation in Combinatorial Optimization Conference (evoCOP), Apr 2024, Aberystwyth, Wales, United Kingdom
Communication dans un congrès
hal-04502943v1
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MOEA/D with Adaptive Mutation Operator Based on Walsh Decomposition : Application to Nuclear Reactor Control Optimization15th International Conference on Evolutionary Computation Theory and Applications, Nov 2023, Rome, Italy. pp.75-85
Communication dans un congrès
hal-04202210v2
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On the Global Structure of PUBOi Fitness LandscapesThe Genetic and Evolutionary Computation Conference (GECCO), Jul 2023, Lisbonne, Portugal. pp.247-250, ⟨10.1145/3583133.3590649⟩
Communication dans un congrès
hal-04075074v1
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Feature-based benchmarking of distance-based multi/many-objective optimisation problems: A machine learning perspectiveEMO 2023 - 12th International Conference on Evolutionary Multi-Criterion Optimization, Mar 2023, Leiden, Netherlands. pp.260-273, ⟨10.1007/978-3-031-27250-9_19⟩
Communication dans un congrès
hal-04021499v1
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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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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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Coupling of the secondary loop and the cooling circuit in a PWR involved in load follow operationsPHYSOR 2022 - International Conference on Physics of Reactors 2022, May 2022, Pittsburgh (Etats-Unis), United States. pp.3304-3313
Communication dans un congrès
hal-03901398v2
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Fractal Dimension and Perturbation Strength: A Local Optima Networks View17th International Conference on Parallel Problem Solving from Nature (PPSN XVII), Sep 2022, Dortmund, Germany. pp.562-574, ⟨10.1007/978-3-031-14714-2_39⟩
Communication dans un congrès
hal-03824159v1
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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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PUBOi: A Tunable Benchmark with Variable ImportanceEuropean Conference on Evolutionary Computation in Combinatorial Optimisation (EvoCOP), Apr 2022, Madrid, Spain. pp.175-190, ⟨10.1007/978-3-031-04148-8_12⟩
Communication dans un congrès
hal-03677551v1
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Landscape features and automated algorithm selection for multi-objective interpolated continuous optimisation problemsGECCO 2021 - The Genetic and Evolutionary Computation Conference, Jul 2021, Lille / Virtual, France. pp.421-429, ⟨10.1145/3449639.3459353⟩
Communication dans un congrès
hal-03325676v1
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Fonctions de Walsh pour le benchmarking des métaheuristiques22ème Conférence ROADEF de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Apr 2021, Mulhouse (virtuel), France
Communication dans un congrès
hal-03384311v1
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Paradiseo: From a Modular Framework for Evolutionary Computation to the Automated Design of MetaheuristicsGECCO 2021 - Genetic and Evolutionary Computation Conference, ACM Sigevo, Jul 2021, Lille / Virtual, France. pp.1522-1530, ⟨10.1145/3449726.3463276⟩
Communication dans un congrès
pasteur-03220556v1
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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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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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Surrogate-assisted asynchronous multiobjective algorithm for nuclear power plant operations2020 Genetic and Evolutionary Computation Conference (GECCO '20), Jul 2020, Cancún, Mexico. pp.1073-1081, ⟨10.1145/3377930.3390206⟩
Communication dans un congrès
hal-03136995v1
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BCMA-ES: A Bayesian approach to CMA-ESGECCO 2020 - The Genetic and Evolutionary Computation Conference, Jul 2020, ONLINE, Mexico
Communication dans un congrès
hal-02886512v1
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Bayesian CMA-ES: a new approachGECCO '20: Genetic and Evolutionary Computation Conference, Jul 2020, Cancún, Mexico. pp.203-204, ⟨10.1145/3377929.3389913⟩
Communication dans un congrès
hal-03814858v1
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Optimization of load-follow operations of a 1300MW pressurized water reactor using evolutionnary algorithmsInternational Conference on Physics of Reactors: Transition to a Scalable Nuclear Future (PHYSOR 2020), Mar 2020, Cambridge, United Kingdom. pp.1-8 / 11001, ⟨10.1051/epjconf/202124711001⟩
Communication dans un congrès
hal-03137066v1
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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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Automatic calibration of a farm irrigation model: a multi-modal optimization approachEA2019 Artificial Evolution, Oct 2019, Mulhouse, France
Communication dans un congrès
hal-02406612v1
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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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Walsh functions as surrogate model for pseudo-boolean optimization problemsThe Genetic and Evolutionary Computation Conference (GECCO 2019), Jul 2019, Prague, Czech Republic. pp.303-311, ⟨10.1145/3321707.3321800⟩
Communication dans un congrès
hal-02190141v1
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Clarifying the Difference in Local Optima Network Sampling AlgorithmsEuropean Conference on Evolutionary Computation in Combinatorial Optimization (Part of EvoStar) 2019, Apr 2019, Leipzig, Germany. pp.163-178, ⟨10.1007/978-3-030-16711-0_11⟩
Communication dans un congrès
hal-02475171v1
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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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Combinatorial Surrogate-Assisted Optimization for Bus Stops Spacing ProblemBiennial International Conference on Artificial Evolution (EA 2019), Oct 2019, Mulhouse, France
Communication dans un congrès
hal-02319558v1
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Design of a simulator oriented PWR model and optimization of load-follow operationsInternational Congress on Advances in nuclear Power Plants (ICAPP), May 2019, Juan-les-pins, France
Communication dans un congrès
hal-03137044v1
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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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Fitness Landscape Analysis around the Optimum in Computational Protein DesignGenetic and Evolutionary Computation Conference (GECCO) 2018, Jul 2018, Kyoto, Japan. pp.355-362
Communication dans un congrès
hal-01823638v1
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Multifractality and Dimensional Determinism in Local Optima NetworksGenetic and Evolutionary Computation Conference, Jul 2018, Kyoto, Japan. ⟨10.1145/3205455.3205472⟩
Communication dans un congrès
hal-01823551v1
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Dominance, epsilon, and hypervolume local optimal sets in multi-objective optimization, and how to tell the differenceGECCO 2018 - Genetic and Evolutionary Computation Conference, Jul 2018, Kyoto, Japan. pp.324-331, ⟨10.1145/3205455.3205572⟩
Communication dans un congrès
hal-01823666v1
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Sampling Local Optima Networks of Large Combinatorial Search Spaces: the QAP Case15th International Conference Parallel Problem Solving from Nature (PPSN XV) - 2018, Sep 2018, Coimbra, Portugal. pp.257-268
Communication dans un congrès
hal-01823720v1
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On the Fractal Nature of Local Optima NetworksEvoCOP 2018 - The 18th European Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2018, Parma, Italy. pp.18-33, ⟨10.1007/978-3-319-77449-7_2⟩
Communication dans un congrès
hal-01824984v1
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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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Urban Traffic Modeling and Simulation: Moroccan Capital Case StudySmart Application and Data Analysis for Smart Cities (SADASC'18), Feb 2018, Casablanca, Morocco. ⟨10.2139/ssrn.3187065⟩
Communication dans un congrès
hal-03105911v1
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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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A Fitness Landscape View on the Tuning of an Asynchronous Master-Worker EA for Nuclear Reactor DesignInternational Conference on Artificial Evolution (Evolution Artificielle), Oct 2017, Paris, France. pp.30-46, ⟨10.1007/978-3-319-78133-4_3⟩
Communication dans un congrès
hal-03279555v1
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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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Massive asynchronous master-worker EA for nuclear reactor optimization: a fitness landscape perspectiveGenetic and Evolutionary Computation Conference (GECCO 2017), Jul 2017, Berlin, Germany. pp.295-296, ⟨10.1145/3067695.3076061⟩
Communication dans un congrès
hal-01496392v1
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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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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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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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Design of a load following management for a PWR reactor using an optimization methodM&C 2017 - International Conference on Mathematics & Computational Methods Applied to Nuclear Science & Engineering, Apr 2017, Jeju, South Korea
Communication dans un congrès
hal-01496376v1
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A Multi-Physics PWR Model for the Load FollowingInternational Congress on Advances in Nuclear Power Plants (ICAPP), Apr 2016, San Francisco, United States
Communication dans un congrès
hal-01355257v1
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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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A feature-based performance analysis in evolutionary multiobjective optimization8th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2015), 2015, Guimarães, Portugal. pp.95-109
Communication dans un congrès
hal-01093266v1
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Global vs local search on multi-objective NK-landscapes: contrasting the impact of problem featuresGenetic and Evolutionary Computation Conference (GECCO 2015), 2015, Madrid, Spain. pp.369-376, ⟨10.1145/2739480.2754745⟩
Communication dans un congrès
hal-01151882v1
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Experiments on local search for bi-objective unconstrained binary quadratic programmingEMO - 2015 8th International Conference on Evolutionary Multi-Criterion Optimization, 2015, Guimarães, Portugal. pp.171-186, ⟨10.1007/978-3-319-15934-8_12⟩
Communication dans un congrès
hal-01093261v1
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Approaches for many-objective optimization: analysis and comparison on MNK-landscapes13th International Conference on Artificial Evolution (EA 2015), Oct 2015, Lyon, France. pp.14-28
Communication dans un congrès
hal-01178613v1
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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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An Analysis on Selection for High-Resolution Approximations in Many-Objective OptimizationParallel Problem Solving from Nature - PPSN XIII, Sep 2014, Ljubljana, Slovenia. pp.487-497
Communication dans un congrès
hal-01066206v1
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Etude à l'aide d'une simulation informatique multi-agents visant à saisir les conséquences de la réforme des aéroports pour les territoires11ème Conférence Annuelle TEPP : Territoires, Espaces, et Politiques Publiques, Sep 2014, Nantes, France
Communication dans un congrès
hal-01069541v1
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Local Optimal Sets and Bounded Archiving on Multi-objective NK-Landscapes with Correlated ObjectivesParallel Problem Solving from Nature - PPSN XIII, Sep 2014, Ljubljana, Slovenia. pp.621-630, ⟨10.1007/978-3-319-10762-2_61⟩
Communication dans un congrès
hal-01066123v1
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On set-based local search for multiobjective combinatorial optimizationGECCO 2013 - Genetic and Evolutionary Computation Conference, Jun 2013, Amsterdam, Netherlands. pp.471-478
Communication dans un congrès
hal-00805166v1
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What makes an instance difficult for black-box 0-1 evolutionary multiobjective optimizers?11th International Conference on Artificial Evolution (EA 2013), Oct 2013, Bordeaux, France. pp.3-15, ⟨10.1007/978-3-319-11683-9⟩
Communication dans un congrès
hal-00855252v1
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Effects of population size on selection and scalability in evolutionary many-objective optimizationLearning and Intelligent OptimizatioN Conference (LION 7), Jan 2013, Catania, Italy. pp.450-454, ⟨10.1007/978-3-642-44973-4_48⟩
Communication dans un congrès
hal-00805164v1
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Fitness landscapes and graphs: multimodularity, ruggedness and neutralityProceedings of the fifth international conference on Genetic and evolutionary computation conference companion (GECCO) 2013, Jul 2013, Amsterdam, Netherlands. pp.1013--1034, ⟨10.1145/2464576.2480804⟩
Communication dans un congrès
hal-00845349v1
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Modeling Luxury Consumption: An Inter-Income Classes Study of Demand Dynamics and Social Behaviors18 th Annual Workshop on the Economic Science with Heterogeneous Interacting Agents (WEHIA), Jun 2013, Reykjavik, Iceland
Communication dans un congrès
hal-01288725v1
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A study on population size and selection lapse in many-objective optimizationIEEE Congress on Evolutionary Computation (CEC 2013), Jun 2013, Cancún, Mexico. pp.1507-1514, ⟨10.1109/CEC.2013.6557741⟩
Communication dans un congrès
hal-00825310v1
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Local Optima Networks of the Permutation Flow-Shop ProblemInternational Conference on Artificial Evolution (EA 2013), Oct 2013, Bordeaux, France
Communication dans un congrès
hal-00945475v1
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Fitness landscapes and graphs: multimodularity, ruggedness and neutralityProceedings of the fourteenth international conference on Genetic and evolutionary computation conference companion, Jul 2012, Philadelphia, United States. pp.1013--1034, ⟨10.1145/2330784.2330927⟩
Communication dans un congrès
hal-00744887v1
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Recherche locale multi-objectif basée sur les ensembles13e congrès annuel de la Société française de Recherche Opérationnelle et d’Aide à la Décision, ROADEF 2012, 2012, Angers, France
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hal-03255573v1
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Local Optima Networks, Landscape Autocorrelation and Heuristic Search PerformanceParallel Problem Solving from Nature - PPSN XII, Sep 2012, Taormina, Italy. pp.337-347, ⟨10.1007/978-3-642-32964-7_34⟩
Communication dans un congrès
hal-00741842v1
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Conception de recherche locale en présence de neutralitéROADEF 2012 : 13e congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Apr 2012, Angers, France
Communication dans un congrès
hal-00840357v1
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Local optima networks and the performance of iterated local searchProceedings of the fourteenth international conference on Genetic and evolutionary computation conference, Jul 2012, Philadelphia, United States. pp.369-376, ⟨10.1145/2330163.2330217⟩
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hal-00741725v1
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NILS: a Neutrality-based Iterated Local Search and its application to Flowshop Scheduling11th European Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2011, Turino, Italy. pp.191--202
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hal-00563459v1
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On the Neutrality of Flowshop Scheduling Fitness LandscapesLearning and Intelligent OptimizatioN Conference (LION 5), Jan 2011, Rome, Italy. pp.238--252, ⟨10.1007/978-3-642-25566-3_18⟩
Communication dans un congrès
hal-00550356v1
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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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Local Optima Networks with Escape EdgesInternational Conference on Artificial Evolution (EA-2011), Oct 2011, Angers, France. pp.10 - 23
Communication dans un congrès
hal-00639522v1
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The Road to VEGAS: Guiding the Search over Neutral NetworksGenetic And Evolutionary Computation Conference, Jun 2011, Dublin, Ireland. pp.1979--1986, ⟨10.1145/2001576.2001842⟩
Communication dans un congrès
hal-00579990v1
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Clustering of Local Optima in Combinatorial Fitness LandscapesLearning and Intelligent OptimizatioN Conference (LION 5), Jan 2011, Rome, Italy. pp.454--457, ⟨10.1007/978-3-642-25566-3_35⟩
Communication dans un congrès
hal-00550355v1
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Analyzing the Effect of Objective Correlation on the Efficient Set of MNK-LandscapesLearning and Intelligent OptimizatioN Conference (LION 5), Jan 2011, Rome, Italy. pp.116-130, ⟨10.1007/978-3-642-25566-3_9⟩
Communication dans un congrès
hal-00550349v1
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Set-based Multiobjective Fitness Landscapes: A Preliminary StudyGenetic And Evolutionary Computation Conference, Jun 2011, Dublin, Ireland. pp.769--776, ⟨10.1145/2001576.2001681⟩
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hal-00579984v1
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Pareto Local Optima of Multiobjective NK-Landscapes with Correlated Objectives11th European Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2011, Turino, Italy. pp.226--237
Communication dans un congrès
hal-00563460v1
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On the Effect of Connectedness for Biobjective Multiple and Long Path ProblemsLearning and Intelligent OptimizatioN Conference (LION 5), Jan 2011, Rome, Italy. pp.31--45
Communication dans un congrès
hal-00550353v1
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Local Optima Networks of the Quadratic Assignment ProblemIEEE world conference on computational intelligence (WCCI - CEC), Jul 2010, Barcelona, Spain. pp.3145 - 3152
Communication dans un congrès
hal-00487806v1
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Local Optima Networks: Current Results and PerspectivesThRaSH 2010 - 4th Workshop on Theory of Randomized Search Heuristics, Mar 2010, Paris, France
Communication dans un congrès
hal-00460436v1
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Set-based Multiobjective Fitness Landscapes: definition, properties4th Workshop on Theory of Randomized Search Heuristics, Mar 2010, Paris, France
Communication dans un congrès
hal-00460442v1
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First-improvement vs. Best-improvement Local Optima Networks of NK Landscapes11th International Conference on Parallel Problem Solving From Nature, Sep 2010, Krakow, Poland. pp.104 - 113
Communication dans un congrès
hal-00488401v1
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States based evolutionary algorithmWorkshop selfstar at conference PPSN, Sep 2010, Krakow, Poland
Communication dans un congrès
hal-00518206v1
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Fitness landscapes and graphs: multimodularity, ruggedness and neutralityIEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE WCCI 2010, Jul 2010, Barcelona, Spain. pp.3593--3656
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Do not Choose Representation just Change: An Experimental Study in States based EAGenetic and Evolutionary Computation Conference 2009, Jul 2009, Montréal, Canada
Communication dans un congrès
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Fitness landscapes and graphs: multimodularity, ruggedness and neutralityProceedings of the 11th Annual conference on Genetic and evolutionary computation GECCO '09, Jul 2009, Montreal, Canada. pp.3593--3656, ⟨10.1145/1570256.1570431⟩
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Do not Choose Representation just Change: An Experimental Study in States based EAGECCO '09 the 11th Annual conference on Genetic and evolutionary computation, Jul 2009, Montréal, Canada. pp.1799-1800, ⟨10.1145/1569901.1570168⟩
Communication dans un congrès
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Local Optima Networks of NK Landscapes with and without Neutrality3rd Workshop on Theory of Randomized Search Heuristics, Oct 2009, Birmingham, United Kingdom
Communication dans un congrès
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Centric selection: a way to tune the exploration/exploitation trade-offGECCO'09, Jul 2009, Montreal, Canada. pp.891--898, ⟨10.1145/1569901.1570023⟩
Communication dans un congrès
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NK landscapes difficulty and Negative Slope Coefficient: How Sampling Influences the ResultsevoNum workshop of evostar conference, Apr 2009, Tubingen, Germany. pp.100-110
Communication dans un congrès
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A Study of NK Landscapes' Basins and Local Optima NetworksGenetic And Evolutionary Computation Conference, Jul 2008, Atlanta, United States. pp.555--562, ⟨10.1145/1389095.1389204⟩
Communication dans un congrès
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The network structure of hard combinatorial landscapes.BCNetWORKSHOP trends and perspectives in complex networks, Dec 2008, Barcelona, Spain
Communication dans un congrès
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The Connectivity of NK Landscapes' Basins: A Network AnalysisArtificial Life XI, Aug 2008, Winchester, France. pp.648-655
Communication dans un congrès
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Investigating Cognitive Load by Normalized Task-Evoked Pupillary ResponseWorkshop on Cognition and the Web 2008: Information Processing, Comprehension and Learning, Apr 2008, France. pp.45--52
Communication dans un congrès
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Density estimation with Genetic Programming for Inverse Problem solvingEuroGP'07, the 10th European Conference on Genetic Programming, Apr 2007, Valencia, Spain. pp.45--54, ⟨10.1007/978-3-540-71605-1_5⟩
Communication dans un congrès
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Fitness landscapes and problem hardness in evolutionary computationGECCO '07: Proceedings of the 9th annual conference companion on Genetic and evolutionary computation, Jul 2007, London, United Kingdom. pp.3690-3733, ⟨10.1145/1274000.1274130⟩
Communication dans un congrès
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On the Influence of Selection Operators on Performances in Cellular Genetic AlgorithmsIEEE Congress on Evolutionary Computation CEC2007, Sep 2007, singapore, Singapore. pp.4706-4713
Communication dans un congrès
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Evolving Dynamic Change and Exchange of Genotype Encoding in Genetic Algorithms for Difficult Optimization ProblemsIEEE Congress on Evolutionary Computation CEC2007, Sep 2007, singapore, Singapore. pp.4516-4523
Communication dans un congrès
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A Comprehensive View of Fitness Landscapes with Neutrality and Fitness Clouds10th European Conference Genetic Programming ( EuroGP 2007 ), Apr 2007, Valencia, Spain. pp.241--250, ⟨10.1007/978-3-540-71605-1_22⟩
Communication dans un congrès
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Neutral Fitness Landscape in the Cellular Automata Majority Problem7th International Conference on Cellular Automata For Research and Industry - ACRI 2006, Sep 2006, France. pp.258-267
Communication dans un congrès
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A Quantitative Study of Neutrality in GP Boolean LandscapesProceedings of the 8th annual conference on Genetic and evolutionary computation GECCO '06, Jul 2006, Seatle, United States. pp.895 - 902, ⟨10.1145/1143997.1144152⟩
Communication dans un congrès
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Deceptiveness and Neutrality - the ND family of fitness landscapesGenetic And Evolutionary Computation Conference, Jul 2006, Seatle, United States. pp.507 - 514, ⟨10.1145/1143997.1144091⟩
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Negative slope coefficient. a measure to characterize genetic programming fitness landscapesEUROGP'06, Genetic Programming, 9th European Conference, Apr 2006, France. pp.178-189, ⟨10.1007/11729976_16⟩
Communication dans un congrès
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Anisotropic selection in cellular genetic algorithmsGenetic And Evolutionary Computation Conference, Jul 2006, Seatle, United States. pp.559 - 566, ⟨10.1145/1143997.1144098⟩
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From Cells to Islands: An unified Model of Cellular Parallel Genetic Algorithms7th International Conference on Cellular Automata For Research and Industry - ACRI 2006, Sep 2006, Perpignan, France. pp.248-257
Communication dans un congrès
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Measuring the Evolvability Landscape to study NeutralityGenetic and Evolutionary Computation -- GECCO-2006, Jul 2006, Seattle, WA, United States. pp.613--614
Communication dans un congrès
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A preliminary investigation of anisotropic selection in celullar genetic algorithmsPoster at Evolution Artificielle, 7th International Conference, Oct 2005, Lillle, France
Communication dans un congrès
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Fitness Clouds and Problem Hardness in Genetic ProgrammingGenetic and Evolutionary Computation 2004, Jun 2004, Seattle, WA, United States. pp.690--701, ⟨10.1007/b98645⟩
Communication dans un congrès
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Local search heuristics: Fitness Cloud versus Fitness Landscapethe 2004 European Conference on Artificial Intelligence (ECAI04), Aug 2004, Valencia, Spain. pp.973 - 974
Communication dans un congrès
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How to use the Scuba Diving metaphor to solve problem with neutrality ?ECAI'2004, Aug 2004, Valencia, Spain. pp.166-170
Communication dans un congrès
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Scuba Search : when selection meets innovationEvolutionary Computation, 2004. CEC2004, Jun 2004, Portland (Oregon), United States. pp.924 - 931, ⟨10.1109/CEC.2004.1330960⟩
Communication dans un congrès
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From Royal Road to Epistatic Road for Variable Length Evolution AlgorithmArtificial evolution, Oct 2003, Marseille, France. pp.3-14
Communication dans un congrès
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Where are Bottlenecks in NK Fitness Landscapes?Evolutionary Computation, 2003. CEC'03, Dec 2003, Canberra, Australia. pp.273--280, ⟨10.1109/CEC.2003.1299585⟩
Communication dans un congrès
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Fitness landscape analysis to improve computational protein designGGMM 2019, Apr 2019, Nice, France
Poster de conférence
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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
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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
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SIALAC Benchmark: On the design of adaptive algorithms for traffic lights problemsGECCO 2018, Jul 2018, Kyoto, Japan. ACM Digital Library, pp.288-289, 2018, ⟨10.1145/3205651.3205776⟩
Poster de conférence
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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
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Systèmes ComplexesPresses polytechniques et universitaires romandes, Publisher of the EPFL Press, 2013, 978-2-88074-991-0
Ouvrages
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Local Optima Networks: A New Model of Combinatorial Fitness LandscapesHendrik Richter, Andries Engelbrecht. Recent Advances in the Theory and Application of Fitness Landscapes, Springer Berlin Heidelberg, pp.233-262, 2014, Emergence, Complexity and Computation, 978-3-642-41887-7. ⟨10.1007/978-3-642-41888-4_9⟩
Chapitre d'ouvrage
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Studying the Effects of Dual Coding on the Adaptation of Representation for Linkage in Evolutionary AlgorithmsChen, Ying-ping and Lim, Meng-Hiot. Linkage in Evolutionary Computation, Springer Berlin / Heidelberg, pp.249-284, 2008, Studies in Computational Intelligence, ⟨10.1007/978-3-540-85068-7⟩
Chapitre d'ouvrage
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Tutorial on Fitness landscape analysis: Understanding and predicting algorithm performance for single- and multi-objective optimizationInternational Conference on Parallel Problem Solving from Nature (PPSN 2020), 2020
Autre publication scientifique
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On the Impact of Scalarizing Functions on Evolutionary Multiobjective Optimization[Research Report] RR-8512, 2014
Rapport
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ParadisEO-MO: From Fitness Landscape Analysis to Efficient Local Search Algorithms[Research Report] RR-7871, INRIA. 2013
Rapport
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Apport à l'analyse des paysages de fitness pour l'optimisation mono-objective et multiobjectiveIntelligence artificielle [cs.AI]. Université du Littoral Côte d'Opale, 2016
HDR
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Etude et Exploitation des Réseaux de Neutralité dans les Paysages Adaptatifs pour l'Optimisation DifficileAutre [cs.OH]. Université Nice Sophia Antipolis, 2005. Français. ⟨NNT : ⟩
Thèse
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