Sébastien Verel
Publications of Sébastien Verel
82%
Open access
152
Documents
Current affiliations
- 157346
Researcher identifiers
sebastien-verel
- IdRef : 11806259X
-
0000-0003-1661-4093
- VIAF : 216274280
Research domains
Artificial Intelligence [cs.AI]
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Feature-based benchmarking of distance-based multi/many-objective optimisation problems: A machine learning perspective12th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2023), Mar 2023, Leiden, Netherlands. pp.260-273, ⟨10.1007/978-3-031-27250-9_19⟩
Conference papers
hal-04021499v1
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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⟩
Conference papers
hal-03677551v1
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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⟩
Conference papers
hal-03693659v1
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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⟩
Conference papers
hal-03824159v1
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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
Conference papers
hal-03901398v2
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BCMA-ES: A Bayesian approach to CMA-ESGECCO, Jul 2021, ONLINE, Mexico
Conference papers
hal-02886512v1
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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⟩
Conference papers
pasteur-03220556v1
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Fonctions de Walsh pour le benchmarking des métaheuristiquesROADEF, Apr 2021, Mulhouse (virtuel), France
Conference papers
hal-03384311v1
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Alliance humAIn en Hauts-de-FranceBulletin de l'AFIA, Jul 2021, Virtual Event, France. pp.60-65
Conference papers
hal-03533774v1
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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⟩
Conference papers
hal-03325676v1
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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⟩
Conference papers
hal-02949069v1
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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⟩
Conference papers
hal-02920043v1
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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.11001, ⟨10.1051/epjconf/202124711001⟩
Conference papers
hal-03137066v1
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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⟩
Conference papers
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⟩
Conference papers
hal-03136995v1
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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⟩
Conference papers
hal-02920085v1
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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⟩
Conference papers
hal-03814858v1
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Combinatorial Surrogate-Assisted Optimization for Bus Stops Spacing ProblemBiennial International Conference on Artificial Evolution (EA 2019), Oct 2019, Mulhouse, France
Conference papers
hal-02319558v1
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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⟩
Conference papers
hal-02064548v1
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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⟩
Conference papers
hal-02190141v1
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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⟩
Conference papers
hal-02436226v1
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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
Conference papers
hal-03137044v1
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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⟩
Conference papers
hal-02475171v1
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Automatic calibration of a farm irrigation model: a multi-modal optimization approachEA2019 Artificial Evolution, Oct 2019, Mulhouse, France
Conference papers
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⟩
Conference papers
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
Conference papers
hal-02282986v1
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Sampling Local Optima Networks of Large Combinatorial Search Spaces: the QAP CaseParallel Problem Solving from Nature (PPSN XV) 2018, Sep 2018, Coimbra, Portugal. pp.257-268
Conference papers
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
Conference papers
hal-01824984v1
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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⟩
Conference papers
hal-01823725v1
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Fitness Landscape Analysis around the Optimum in Computational Protein DesignGECCO 2018 @ Tokyo The Genetic and Evolutionary Computation Conference, Jul 2018, Tokyo, Japan
Conference papers
hal-02097215v1
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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⟩
Conference papers
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⟩
Conference papers
hal-03105911v1
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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⟩
Conference papers
hal-01823666v1
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Multifractality and Dimensional Determinism in Local Optima NetworksGenetic and Evolutionary Computation Conference, Jul 2018, Kyoto, Japan. ⟨10.1145/3205455.3205472⟩
Conference papers
hal-01823551v1
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Fitness Landscape Analysis around the Optimum in Computational Protein DesignGenetic and Evolutionary Computation Conference (GECCO) 2018, Jul 2018, Kyoto, Japan
Conference papers
hal-01823638v1
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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⟩
Conference papers
hal-01823671v1
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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⟩
Conference papers
hal-01643354v1
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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
Conference papers
hal-01496376v1
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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⟩
Conference papers
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⟩
Conference papers
hal-01496357v1
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Closed state model for understanding the dynamics of MOEAsGenetic and Evolutionary Computation Conference (GECCO 2017), Jul 2017, Berlin, Germany
Conference papers
hal-01496329v1
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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
Conference papers
hal-01581257v1
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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. ⟨10.1145/3067695.3076061⟩
Conference papers
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
Conference papers
hal-01581247v1
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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
Conference papers
hal-01496347v1
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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⟩
Conference papers
hal-03279555v1
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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
Conference papers
hal-01355257v1
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Learning variable importance to guide recombinationIEEE Symposium on Computational Intelligence in Multicriteria Decision-Making (IEEE MCDM 2016), 2016, Athens, Greece
Conference papers
hal-01380646v1
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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⟩
Conference papers
hal-01355249v1
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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⟩
Conference papers
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
Conference papers
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
Conference papers
hal-01178608v1
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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⟩
Conference papers
hal-01151882v1
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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
Conference papers
hal-01093266v1
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On the Impact of Multiobjective Scalarizing FunctionsParallel Problem Solving from Nature - PPSN XIII, Sep 2014, Ljubljana, Slovenia. pp.548-557
Conference papers
hal-01066139v1
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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⟩
Conference papers
hal-01066123v1
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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
Conference papers
hal-01066206v1
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An Analysis of Differential Evolution Parameters on Rotated Bi-objective Optimization FunctionsSEAL 2014 - THE 10TH INTERNATIONAL CONFERENCE ON SIMULATED EVOLUTION AND LEARNING, Dec 2014, Dunedin, New Zealand. pp.1 - 12
Conference papers
hal-01066221v1
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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: Territoires, Espaces, et Politiques Publiques, Sep 2014, Nantes, France
Conference papers
hal-01069541v1
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Effects of population size on selection and scalability in evolutionary many-objective optimizationLearning and Intelligent OptimizatioN Conference (LION 7), 2013, Catania, Italy. pp.450-454, ⟨10.1007/978-3-642-44973-4_48⟩
Conference papers
hal-00805164v1
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Local Optima Networks of the Permutation Flow-Shop ProblemInternational Conference on Artificial Evolution (EA 2013), Oct 2013, Bordeaux, France
Conference papers
hal-00945475v1
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A study on population size and selection lapse in many-objective optimizationIEEE Congress on Evolutionary Computation (CEC 2013), 2013, Cancún, Mexico. pp.1507-1514
Conference papers
hal-00825310v1
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Fitness landscapes and graphs: multimodularity, ruggedness and neutralityProceedings of the fifth international conference on Genetic and evolutionary computation conference companion, Jul 2013, Amsterdam, Netherlands. pp.1013--1034
Conference papers
hal-00845349v1
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Modeling Luxury Consumption: An Inter-Income Classes Study of Demand Dynamics and Social BehaviorsAnnual Workshop on the Economic Science with Heterogeneous Interacting Agents (WEHIA), Jun 2013, Reykjavik, Iceland
Conference papers
hal-01288725v1
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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
Conference papers
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⟩
Conference papers
hal-00855252v1
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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
Conference papers
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⟩
Conference papers
hal-00741725v1
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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
Conference papers
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⟩
Conference papers
hal-00741842v1
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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⟩
Conference papers
hal-00744887v1
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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⟩
Conference papers
hal-00550349v1
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Local Optima Networks with Escape EdgesInternational Conference on Artificial Evolution (EA-2011), Oct 2011, Angers, France. pp.10 - 23
Conference papers
hal-00639522v1
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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⟩
Conference papers
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
Conference papers
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
Conference papers
hal-00550353v1
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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⟩
Conference papers
hal-00550355v1
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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⟩
Conference papers
hal-00579990v1
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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⟩
Conference papers
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⟩
Conference papers
hal-00579993v1
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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
Conference papers
hal-00563459v1
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Set-based Multiobjective Fitness Landscapes: definition, properties.4th Workshop on Theory of Randomized Search Heuristics, Mar 2010, Paris, France
Conference papers
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
Conference papers
hal-00488401v1
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States based evolutionary algorithmWorkshop selfstar at conference PPSN, Sep 2010, Krakow, Poland
Conference papers
hal-00518206v1
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Local Optima Networks: Current Results and Perspectives4th Workshop on Theory of Randomized Search Heuristics, Mar 2010, Paris, France
Conference papers
hal-00460436v1
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Fitness landscapes and graphs: multimodularity, ruggedness and neutralityWCCI 2010, Jul 2010, Barcelona, Spain. pp.3593--3656
Conference papers
hal-00460448v1
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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
Conference papers
hal-00487806v1
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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
Conference papers
hal-00403029v1
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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⟩
Conference papers
hal-00410191v1
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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
Conference papers
hal-00425367v1
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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⟩
Conference papers
hal-00945549v1
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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
Conference papers
hal-00383711v1
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Fitness landscapes and graphs: multimodularity, ruggedness and neutralityGECCO '09, Jul 2009, Montreal, Canada. pp.3593--3656, ⟨10.1145/1570256.1570431⟩
Conference papers
hal-00410186v1
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The Connectivity of NK Landscapes' Basins: A Network AnalysisArtificial Life XI, Aug 2008, Winchester, France. pp.648-655
Conference papers
hal-00331864v1
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The network structure of hard combinatorial landscapes.BCNetWORKSHOP trends and perspectives in complex networks, Dec 2008, Barcelona, Spain
Conference papers
hal-00433254v1
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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⟩
Conference papers
hal-00331868v1
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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
Conference papers
hal-00331869v1
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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
Conference papers
hal-00164789v1
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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⟩
Conference papers
hal-00164762v1
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Fitness landscapes and problem hardness in evolutionary computationGenetic And Evolutionary Computation Conference, Jul 2007, London, United Kingdom. pp.3690-3733, ⟨10.1145/1274000.1274130⟩
Conference papers
hal-00165384v1
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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
Conference papers
hal-00164788v1
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A Comprehensive View of Fitness Landscapes with Neutrality and Fitness CloudsEuroGP 2007, Apr 2007, Valencia, Spain. pp.241--250, ⟨10.1007/978-3-540-71605-1_22⟩
Conference papers
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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⟩
Conference papers
hal-00164694v1
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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
Conference papers
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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
Conference papers
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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⟩
Conference papers
hal-00164684v1
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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⟩
Conference papers
hal-00164697v1
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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
Conference papers
hal-00164673v1
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A Quantitative Study of Neutrality in GP Boolean LandscapesGenetic And Evolutionary Computation Conference, Jul 2006, Seatle, United States. pp.895 - 902, ⟨10.1145/1143997.1144152⟩
Conference papers
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A preliminary investigation of anisotropic selection in celullar genetic algorithmsPoster at Evolution Artificielle, 7th International Conference, Oct 2005, Lillle, France
Conference papers
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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
Conference papers
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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⟩
Conference papers
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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
Conference papers
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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⟩
Conference papers
hal-00160055v1
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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⟩
Conference papers
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From Royal Road to Epistatic Road for Variable Length Evolution AlgorithmArtificial evolution, Oct 2003, Marseille, France. pp.3-14
Conference papers
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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
Conference poster
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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⟩
Conference poster
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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
Conference poster
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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⟩
Conference poster
hal-01178619v1
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Systèmes ComplexesPresses polytechniques et universitaires romandes, Publisher of the EPFL Press, 2013, 978-2-88074-991-0
Books
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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⟩
Book sections
hal-00945508v1
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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⟩
Book sections
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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
Other publications
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On the Impact of Scalarizing Functions on Evolutionary Multiobjective Optimization[Research Report] RR-8512, 2014
Reports
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ParadisEO-MO: From Fitness Landscape Analysis to Efficient Local Search Algorithms[Research Report] RR-7871, INRIA. 2013
Reports
hal-00665421v2
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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
Habilitation à diriger des recherches
tel-01425127v1
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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 : ⟩
Theses
tel-00159727v1
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