Sébastien Verel
- Laboratoire d'Informatique Signal et Image de la Côte d'Opale (LISIC)
Domaines de recherche
Publications
Publications
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Harmonic analysis of a repositioning plan optimization problemInternational Conference on Mathematics and Computational Methods Applied to Nuclear Science and Engineering (M&C 2025), American Nuclear Society (ANS), Apr 2025, Denver (Colorado), United States. pp.866-875 |
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LON/D — Sub-problem landscape analysis in decomposition-based multi-objective decompositionEvoCOP 2025 - 25th European Conference on Evolutionary Computation in Combinatorial Optimization, Apr 2025, Trieste, Italy. pp.133-149, ⟨10.1007/978-3-031-86849-8_9⟩ |
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Scaling up Pareto local optimal solutions networks: Modelling multi-objective landscapesECTA 2025 – 17th International Conference on Evolutionary Computation Theory and Applications, Oct 2025, Marbella, Spain. pp.72-90, ⟨10.1007/978-3-032-15635-8_5⟩ |
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Meta-learning of Univariate Estimation-of-Distribution Algorithms for Pseudo-Boolean Problems25th European Conference on Evolutionary Computation in Combinatorial Optimization (EvoCOP 2025), Apr 2025, Trieste, Italy. pp.84-100, ⟨10.1007/978-3-031-86849-8_6⟩ |
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Local optima networks for constrained search spacesGECCO 2025 – Genetic and Evolutionary Computation Conference, Jul 2025, Malaga, Spain. pp.204-212, ⟨10.1145/3712256.3726303⟩ |
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Spectral Walsh analysis and surrogate-assisted optimization: example of the bus stops spacing problemGECCO '25 Companion: Genetic and Evolutionary Computation Conference Companion, Jul 2025, Malaga, Spain. pp.247-250, ⟨10.1145/3712255.3726596⟩ |
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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 |
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Benchmark mobility problems using real-world data: the example of bus stops spacing problem for the city of CalaisThe 7th International Conference on Logistics Operations Management, GOL'24, May 2024, Marrakesh, Morocco |
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Contrasting the landscapes of feature selection under different machine learning modelsPPSN 2024 – Parallel Problem Solving from Nature, Sep 2024, Hagenberg, Austria. pp.360-376, ⟨10.1007/978-3-031-70055-2_22⟩ |
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Emergence of Strategies for Univariate Estimation-of-Distribution Algorithms with Evolved Neural NetworksGECCO '24 Companion: Genetic and Evolutionary Computation Conference Companion, Jul 2024, Melbourne VIC Australia, France. pp.195-198, ⟨10.1145/3638530.3654319⟩ |
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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 |
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Funnels in multi-objective fitness landscapesPPSN 2024 – Parallel Problem Solving from Nature, Sep 2024, Hagenberg, Austria. pp.343-359, ⟨10.1007/978-3-031-70055-2_21⟩ |
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Where the Really Hard Quadratic Assignment Problems Are: the QAP-SAT instances24th European Conference on Evolutionary Computation in Combinatorial Optimisation (evoCOP), Apr 2024, Aberystwyth, United Kingdom. pp.129-145 |
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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 |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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 |
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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⟩ |
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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⟩ |
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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⟩ |
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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 |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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BCMA-ES: A Bayesian approach to CMA-ESGECCO 2020 - The Genetic and Evolutionary Computation Conference, Jul 2020, ONLINE, Mexico |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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Automatic calibration of a farm irrigation model: a multi-modal optimization approachEA2019 Artificial Evolution, Oct 2019, Mulhouse, France |
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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 |
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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⟩ |
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Combinatorial Surrogate-Assisted Optimization for Bus Stops Spacing ProblemThe 14th Biennial International Conference on Artificial Evolution (EA 2019), Association Evolution Artificielle, Oct 2019, Mulhouse, France |
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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⟩ |
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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 |
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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⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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 |
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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⟩ |
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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⟩ |
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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 |
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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⟩ |
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Multifractality and Dimensional Determinism in Local Optima NetworksGenetic and Evolutionary Computation Conference, Jul 2018, Kyoto, Japan. ⟨10.1145/3205455.3205472⟩ |
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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⟩ |
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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⟩ |
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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⟩ |
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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 |
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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⟩ |
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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 |
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Closed state model for understanding the dynamics of MOEAsGenetic and Evolutionary Computation Conference (GECCO 2017), Jul 2017, Berlin, Germany. pp.609-616 |
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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. pp.422-437, ⟨10.1007/978-3-319-54157-0_29⟩ |
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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. pp.874 - 879 |
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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⟩ |
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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 |
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Learning variable importance to guide recombinationIEEE Symposium on Computational Intelligence, Dec 2016, Athens, Greece. pp.2986-2992 |
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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⟩ |
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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 |
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Distributed Adaptive Metaheuristic Selection: Comparisons of Selection Strategies12th International Conference on Artificial Evolution (EA 2015), Oct 2015, Lyon, France. pp.83-96 |
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A multi-physics PWR model for the load followingICAPP 2016 - International Congress on Advances in Nuclear Power Plants, Apr 2016, San Francisco, United States. pp.1446-1455 |
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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), Jul 2015, Madrid, Spain. pp.369-376, ⟨10.1145/2739480.2754745⟩ |
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Experiments on local search for bi-objective unconstrained binary quadratic programmingEMO - 2015 8th International Conference on Evolutionary Multi-Criterion Optimization, Mar 2015, Guimarães, Portugal. pp.171-186, ⟨10.1007/978-3-319-15934-8_12⟩ |
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A feature-based performance analysis in evolutionary multiobjective optimization8th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2015), Mar 2015, Guimarães, Portugal. pp.95-109 |
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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 |
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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⟩ |
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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, LEMNA (Laboratoire d’Economie et de Management de Nantes-Atlantique), Sep 2014, Nantes, France |
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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.143-154 |
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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⟩ |
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On the Impact of Multiobjective Scalarizing FunctionsParallel Problem Solving from Nature - PPSN XIII, Sep 2014, Ljubljana, Slovenia. pp.548-557 |
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⟩ |
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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 |
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Local Optima Networks of the Permutation Flow-Shop ProblemInternational Conference on Artificial Evolution (EA 2013), Oct 2013, Bordeaux, France |
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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⟩ |
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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 |
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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⟩ |
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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⟩ |
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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 |
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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⟩ |
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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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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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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⟩ |
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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⟩ |
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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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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⟩ |
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DAMS: Distributed Adaptive Metaheuristic SelectionGenetic And Evolutionary Computation Conference, Jun 2011, Dublin, Ireland. pp.1955--1962, ⟨10.1145/2001576.2001839⟩ |
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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⟩ |
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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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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 |
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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 |
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Local Optima Networks with Escape EdgesInternational Conference on Artificial Evolution (EA-2011), Oct 2011, Angers, France. pp.10 - 23 |
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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 |
Local Optima Networks: Current Results and PerspectivesThRaSH 2010 - 4th Workshop on Theory of Randomized Search Heuristics, Mar 2010, Paris, France |
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Set-based Multiobjective Fitness Landscapes: definition, properties4th Workshop on Theory of Randomized Search Heuristics, Mar 2010, Paris, France |
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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 |
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States based evolutionary algorithmWorkshop selfstar at conference PPSN, Sep 2010, Krakow, Poland |
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 EAGECCO '09 the 11th Annual conference on Genetic and evolutionary computation, Jul 2009, Montréal, Canada. pp.1799-1800, ⟨10.1145/1569901.1570168⟩ |
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 EAGenetic and Evolutionary Computation Conference 2009, Jul 2009, Montréal, Canada |
Local Optima Networks of NK Landscapes with and without Neutrality3rd Workshop on Theory of Randomized Search Heuristics, Oct 2009, Birmingham, United Kingdom |
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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 |
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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⟩ |
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The Connectivity of NK Landscapes' Basins: A Network AnalysisArtificial Life XI, Aug 2008, Winchester, France. pp.648-655 |
The network structure of hard combinatorial landscapes.BCNetWORKSHOP trends and perspectives in complex networks, Dec 2008, Barcelona, Spain |
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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 |
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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⟩ |
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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⟩ |
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⟩ |
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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 |
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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⟩ |
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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 |
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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⟩ |
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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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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 |
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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 |
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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⟩ |
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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 |
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A preliminary investigation of anisotropic selection in celullar genetic algorithmsPoster at Evolution Artificielle, 7th International Conference, Oct 2005, Lillle, France |
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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⟩ |
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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⟩ |
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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 |
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From Royal Road to Epistatic Road for Variable Length Evolution AlgorithmArtificial evolution, Oct 2003, Marseille, France. pp.3-14 |
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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⟩ |
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Conception d'outils décisionnels pour la mobilité durable dans la région hdfSéminaire Intelligence Artificielle et Optimisation de l'A2U, Jun 2023, Montreuil-sur-Mer, France |
Fitness landscape analysis to improve computational protein designGGMM 2019, Apr 2019, Nice, France |
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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⟩ |
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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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Pareto dominance-based MOEAs on Problems with Difficult Pareto Set TopologiesGECCO 2018 - Genetic and Evolutionary Computation Conference Companion, Jul 2018, Kyoto, Japan |
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New Adaptive Selection Strategies for Distributed Adaptive Metaheuristic SelectionSara Silva; Anna I. Esparcia-Alcázar. GECCO '15: Genetic and Evolutionary Computation Conference, Jul 2015, Madrid, Spain. Association for Computing Machinery (ACM), GECCO Companion '15: Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation, pp.1405-1406, 2015, ⟨10.1145/2739482.2764694⟩ |
Systèmes ComplexesPresses polytechniques et universitaires romandes, Publisher of the EPFL Press, 2013, 978-2-88074-991-0 |
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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⟩ |
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⟩ |
Landscape analysis for explainable optimizationTutorial at IEEE World Congress on Computational Intelligence (WCCI 2024), 2024 |
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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 |
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On the Impact of Scalarizing Functions on Evolutionary Multiobjective Optimization[Research Report] RR-8512, 2014 |
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ParadisEO-MO: From Fitness Landscape Analysis to Efficient Local Search Algorithms[Research Report] RR-7871, INRIA. 2013 |
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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 |
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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 : ⟩ |