 
    Sébastien Verel
                    Professor of computer science
    
                                            
                94% 
                
        Libre accès
            
                                    173 
                                    
                            Documents
                                
         Affiliation actuelle 
        
                                                                
- Laboratoire d'Informatique Signal et Image de la Côte d'Opale (LISIC)
     Identifiants chercheurs 
    
                                                                
    
                                                        Domaines de recherche
                                     Intelligence artificielle [cs.AI] 
                            
                Publications
                    
                    
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                    Publications
|  | 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.866-875Communication dans un congrès
                    
        
        
            
                
                    hal-05217322
                                            v1 | 
|  | 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⟩Communication dans un congrès
                    
        
        
            
                
                    hal-05012214
                                            v1 | 
|  | Scaling Up Pareto Local Optimal Solutions Networks: Modelling Multi-objective Landscapes17th International Conference on Evolutionary Computation Theory and Applications (ECTA), INSTICC : Institute for Systems and Technologies of Information, Control and Communication, Oct 2025, Marbella, SpainCommunication dans un congrès
                    
        
        
            
                
                    hal-05215230
                                            v1 | 
|  | 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⟩Communication dans un congrès
                    
        
        
            
                
                    hal-05012193
                                            v1 | 
|  | Local optima networks for constrained search spacesGECCO 2025 – Genetic and Evolutionary Computation Conference, Jul 2025, Malaga, Spain. pp.204-212, ⟨10.1145/3712256.3726303⟩Communication dans un congrès
                    
        
        
            
                
                    hal-05022611
                                            v1 | 
|  | 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⟩Communication dans un congrès
                    
        
        
            
                
                    hal-05215156
                                            v1 | 
|  | 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), MoroccoCommunication dans un congrès
                    
        
        
            
                
                    hal-04447553
                                            v1 | 
|  | 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, MoroccoCommunication dans un congrès
                    
        
        
            
                
                    hal-04594899
                                            v1 | 
|  | 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⟩Communication dans un congrès
                    
        
        
            
                
                    hal-04692860
                                            v1 | 
|  | Sparse Surrogate Model for Optimization: Example of the Bus Stops Spacing ProblemEvolutionary Computation in Combinatorial Optimization Conference (evoCOP), Apr 2024, Aberystwyth, Wales, United KingdomCommunication dans un congrès
                    
        
        
            
                
                    hal-04502943
                                            v1 | 
|  | 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⟩Communication dans un congrès
                    
        
        
            
                
                    hal-04672486
                                            v1 | 
|  | 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.129-145Communication dans un congrès
                    
        
        
            
                
                    hal-04489201
                                            v1 | 
|  | 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⟩Communication dans un congrès
                    
        
        
            
                
                    hal-04692819
                                            v1 | 
|  | 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-04075074
                                            v1 | 
|  | 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-04021499
                                            v1 | 
|  | 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.75-85Communication dans un congrès
                    
        
        
            
                
                    hal-04202210
                                            v2 | 
|  | 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-04169768
                                            v1 | 
|  | 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-04202402
                                            v1 | 
|  | 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.3304-3313Communication dans un congrès
                    
        
        
            
                
                    hal-03901398
                                            v2 | 
|  | 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-03677551
                                            v1 | 
|  | 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-03824159
                                            v1 | 
|  | 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-03693659
                                            v1 | 
|  | 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-03325676
                                            v1 | 
|  | 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-03220556
                                            v1 | 
|  | 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-03137066
                                            v1 | 
|  | 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), FranceCommunication dans un congrès
                    
        
        
            
                
                    hal-03384311
                                            v1 | 
|  | BCMA-ES: A Bayesian approach to CMA-ESGECCO 2020 - The Genetic and Evolutionary Computation Conference, Jul 2020, ONLINE, MexicoCommunication dans un congrès
                    
        
        
            
                
                    hal-02886512
                                            v1 | 
|  | 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-02920043
                                            v1 | 
|  | 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-03814858
                                            v1 | 
|  | 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-02920085
                                            v1 | 
|  | 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-02949069
                                            v1 | 
|  | 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-03136995
                                            v1 | 
|  | 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-02898952
                                            v1 | 
|  | Automatic calibration of a farm irrigation model: a multi-modal optimization approachEA2019 Artificial Evolution, Oct 2019, Mulhouse, FranceCommunication dans un congrès
                    
        
        
            
                
                    hal-02406612
                                            v1 | 
|  | 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-02064547
                                            v1 | 
|  | 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.72-86Communication dans un congrès
                    
        
        
            
                
                    hal-02282986
                                            v1 | 
|  | Combinatorial Surrogate-Assisted Optimization for Bus Stops Spacing ProblemThe 14th Biennial International Conference on Artificial Evolution (EA 2019), Association Evolution Artificielle, Oct 2019, Mulhouse, FranceCommunication dans un congrès
                    
        
        
            
                
                    hal-02319558
                                            v1 | 
|  | 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-02064548
                                            v1 | 
|  | 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, FranceCommunication dans un congrès
                    
        
        
            
                
                    hal-03137044
                                            v1 | 
|  | 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-02436226
                                            v1 | 
|  | 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-02190141
                                            v1 | 
|  | 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-02475171
                                            v1 | 
|  | 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-01824984
                                            v1 | 
|  | 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.257-268Communication dans un congrès
                    
        
        
            
                
                    hal-01823720
                                            v1 | 
|  | 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-03279555
                                            v1 | 
|  | Fitness Landscape Analysis around the Optimum in Computational Protein DesignGenetic and Evolutionary Computation Conference (GECCO) 2018, Jul 2018, Kyoto, Japan. pp.355-362Communication dans un congrès
                    
        
        
            
                
                    hal-01823638
                                            v1 | 
|  | 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-01823671
                                            v1 | 
|  | 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-01823725
                                            v1 | 
|  | 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-01823551
                                            v1 | 
|  | 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-01823721
                                            v1 | 
|  | 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-03105911
                                            v1 | 
|  | 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-01643354
                                            v1 | 
|  | 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-01823666
                                            v1 | 
|  | 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.215-232Communication dans un congrès
                    
        
        
            
                
                    hal-01496347
                                            v1 | 
|  | 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 KoreaCommunication dans un congrès
                    
        
        
            
                
                    hal-01496376
                                            v1 | 
|  | 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-01643337
                                            v1 | 
|  | 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⟩Communication dans un congrès
                    
        
        
            
                
                    hal-01496357
                                            v1 | 
|  | Closed state model for understanding the dynamics of MOEAsGenetic and Evolutionary Computation Conference (GECCO 2017), Jul 2017, Berlin, Germany. pp.609-616Communication dans un congrès
                    
        
        
            
                
                    hal-01496329
                                            v1 | 
|  | 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 - 879Communication dans un congrès
                    
        
        
            
                
                    hal-01581247
                                            v1 | 
|  | 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-01496392
                                            v1 | 
|  | Using Parallel Strategies to Speed Up Pareto Local Search11th International Conference on Simulated Evolution and Learning (SEAL 2017), Nov 2017, Shenzhen, ChinaCommunication dans un congrès
                    
        
        
            
                
                    hal-01581257
                                            v1 | 
|  | Learning variable importance to guide recombinationIEEE Symposium on Computational Intelligence, Dec 2016, Athens, Greece. pp.2986-2992Communication dans un congrès
                    
        
        
            
                
                    hal-01380646
                                            v1 | 
|  | Distributed Adaptive Metaheuristic Selection: Comparisons of Selection Strategies12th International Conference on Artificial Evolution (EA 2015), Oct 2015, Lyon, France. pp.83-96Communication dans un congrès
                    
        
        
            
                
                    hal-01178608
                                            v1 | 
|  | Approaches for many-objective optimization: analysis and comparison on MNK-landscapes13th International Conference on Artificial Evolution (EA 2015), Oct 2015, Lyon, France. pp.14-28Communication dans un congrès
                    
        
        
            
                
                    hal-01178613
                                            v1 | 
|  | 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.1446-1455Communication dans un congrès
                    
        
        
            
                
                    hal-01355257
                                            v1 | 
|  | 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-01355249
                                            v1 | 
|  | 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⟩Communication dans un congrès
                    
        
        
            
                
                    hal-01093261
                                            v1 | 
|  | A feature-based performance analysis in evolutionary multiobjective optimization8th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2015), Mar 2015, Guimarães, Portugal. pp.95-109Communication dans un congrès
                    
        
        
            
                
                    hal-01093266
                                            v1 | 
|  | 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⟩Communication dans un congrès
                    
        
        
            
                
                    hal-01151882
                                            v1 | 
|  | 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-00855252
                                            v1 | 
|  | 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, FranceCommunication dans un congrès
                    
        
        
            
                
                    hal-01069541
                                            v1 | 
|  | 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.143-154Communication dans un congrès
                    
        
        
            
                
                    hal-01066221
                                            v1 | 
|  | 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-01066123
                                            v1 | 
|  | On the Impact of Multiobjective Scalarizing FunctionsParallel Problem Solving from Nature - PPSN XIII, Sep 2014, Ljubljana, Slovenia. pp.548-557Communication dans un congrès
                    
        
        
            
                
                    hal-01066139
                                            v1 | 
|  | An Analysis on Selection for High-Resolution Approximations in Many-Objective OptimizationParallel Problem Solving from Nature - PPSN XIII, Sep 2014, Ljubljana, Slovenia. pp.487-497Communication dans un congrès
                    
        
        
            
                
                    hal-01066206
                                            v1 | 
|  | On set-based local search for multiobjective combinatorial optimizationGECCO 2013 - Genetic and Evolutionary Computation Conference, Jun 2013, Amsterdam, Netherlands. pp.471-478Communication dans un congrès
                    
        
        
            
                
                    hal-00805166
                                            v1 | 
|  | Local Optima Networks of the Permutation Flow-Shop ProblemInternational Conference on Artificial Evolution (EA 2013), Oct 2013, Bordeaux, FranceCommunication dans un congrès
                    
        
        
            
                
                    hal-00945475
                                            v1 | 
|  | 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-00825310
                                            v1 | 
|  | 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, IcelandCommunication dans un congrès
                    
        
        
            
                
                    hal-01288725
                                            v1 | 
|  | 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
                    
                    istex
        
        
            
                
                    hal-00805164
                                            v1 | 
| 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-00845349
                                            v1 | |
|  | 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, FranceCommunication dans un congrès
                    
        
        
            
                
                    hal-00840357
                                            v1 | 
|  | 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-00744887
                                            v1 | 
|  | 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⟩Communication dans un congrès
                    
        
        
            
                
                    hal-00741725
                                            v1 | 
|  | 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, FranceCommunication dans un congrès
                    
        
        
            
                
                    hal-03255573
                                            v1 | 
|  | 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-00741842
                                            v1 | 
|  | 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-00550349
                                            v1 | 
|  | 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--202Communication dans un congrès
                    
        
        
            
                
                    hal-00563459
                                            v1 | 
|  | 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-00550356
                                            v1 | 
|  | 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-00579993
                                            v1 | 
|  | Set-based Multiobjective Fitness Landscapes: A Preliminary StudyGenetic And Evolutionary Computation Conference, Jun 2011, Dublin, Ireland. pp.769--776, ⟨10.1145/2001576.2001681⟩Communication dans un congrès
                    
        
        
            
                
                    hal-00579984
                                            v1 | 
|  | Pareto Local Optima of Multiobjective NK-Landscapes with Correlated Objectives11th European Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2011, Turino, Italy. pp.226--237Communication dans un congrès
                    
        
        
            
                
                    hal-00563460
                                            v1 | 
|  | On the Effect of Connectedness for Biobjective Multiple and Long Path ProblemsLearning and Intelligent OptimizatioN Conference (LION 5), Jan 2011, Rome, Italy. pp.31--45Communication dans un congrès
                    
        
        
            
                
                    hal-00550353
                                            v1 | 
|  | Local Optima Networks with Escape EdgesInternational Conference on Artificial Evolution (EA-2011), Oct 2011, Angers, France. pp.10 - 23Communication dans un congrès
                    
        
        
            
                
                    hal-00639522
                                            v1 | 
|  | 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-00579990
                                            v1 | 
|  | 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-00550355
                                            v1 | 
|  | Set-based Multiobjective Fitness Landscapes: definition, properties4th Workshop on Theory of Randomized Search Heuristics, Mar 2010, Paris, FranceCommunication dans un congrès
                    
        
        
            
                
                    hal-00460442
                                            v1 | 
| Local Optima Networks: Current Results and PerspectivesThRaSH 2010 - 4th Workshop on Theory of Randomized Search Heuristics, Mar 2010, Paris, FranceCommunication dans un congrès
                    
        
        
            
                
                    hal-00460436
                                            v1 | |
|  | Local Optima Networks of the Quadratic Assignment ProblemIEEE world conference on computational intelligence (WCCI - CEC), Jul 2010, Barcelona, Spain. pp.3145 - 3152Communication dans un congrès
                    
        
        
            
                
                    hal-00487806
                                            v1 | 
| Fitness landscapes and graphs: multimodularity, ruggedness and neutralityIEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE WCCI 2010, Jul 2010, Barcelona, Spain. pp.3593--3656Communication dans un congrès
                    
        
        
            
                
                    hal-00460448
                                            v1 | |
|  | States based evolutionary algorithmWorkshop selfstar at conference PPSN, Sep 2010, Krakow, PolandCommunication dans un congrès
                    
        
        
            
                
                    hal-00518206
                                            v1 | 
|  | 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 - 113Communication dans un congrès
                    
        
        
            
                
                    hal-00488401
                                            v1 | 
|  | Do not Choose Representation just Change: An Experimental Study in States based EAGenetic and Evolutionary Computation Conference 2009, Jul 2009, Montréal, CanadaCommunication dans un congrès
                    
        
        
            
                
                    hal-00383711
                                            v1 | 
|  | NK landscapes difficulty and Negative Slope Coefficient: How Sampling Influences the ResultsevoNum workshop of evostar conference, Apr 2009, Tubingen, Germany. pp.100-110Communication dans un congrès
                    
        
        
            
                
                    hal-00403029
                                            v1 | 
| Local Optima Networks of NK Landscapes with and without Neutrality3rd Workshop on Theory of Randomized Search Heuristics, Oct 2009, Birmingham, United KingdomCommunication dans un congrès
                    
        
        
            
                
                    hal-00425367
                                            v1 | |
|  | 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
                    
        
        
            
                
                    hal-00410191
                                            v1 | 
| 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⟩Communication dans un congrès
                    
        
        
            
                
                    hal-00410186
                                            v1 | |
|  | 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
                    
        
        
            
                
                    hal-00945549
                                            v1 | 
| 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--52Communication dans un congrès
                    
        
        
            
                
                    hal-00331869
                                            v1 | |
| The network structure of hard combinatorial landscapes.BCNetWORKSHOP trends and perspectives in complex networks, Dec 2008, Barcelona, SpainCommunication dans un congrès
                    
        
        
            
                
                    hal-00433254
                                            v1 | |
|  | The Connectivity of NK Landscapes' Basins: A Network AnalysisArtificial Life XI, Aug 2008, Winchester, France. pp.648-655Communication dans un congrès
                    
        
        
            
                
                    hal-00331864
                                            v1 | 
|  | 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
                    
        
        
            
                
                    hal-00331868
                                            v1 | 
|  | 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
                    
                    istex
        
        
            
                
                    hal-00164762
                                            v1 | 
|  | 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
                    
                    istex
        
        
            
                
                    hal-00164926
                                            v1 | 
| 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
                    
        
        
            
                
                    hal-00165384
                                            v1 | |
|  | On the Influence of Selection Operators on Performances in Cellular Genetic AlgorithmsIEEE Congress on Evolutionary Computation CEC2007, Sep 2007, singapore, Singapore. pp.4706-4713Communication dans un congrès
                    
        
        
            
                
                    hal-00164789
                                            v1 | 
|  | 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.4516-4523Communication dans un congrès
                    
        
        
            
                
                    hal-00164788
                                            v1 | 
|  | 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⟩Communication dans un congrès
                    
        
        
            
                
                    hal-00164694
                                            v1 | 
|  | Neutral Fitness Landscape in the Cellular Automata Majority Problem7th International Conference on Cellular Automata For Research and Industry - ACRI 2006, Sep 2006, France. pp.258-267Communication dans un congrès
                    
        
        
            
                
                    hal-00164673
                                            v1 | 
|  | Measuring the Evolvability Landscape to study NeutralityGenetic and Evolutionary Computation -- GECCO-2006, Jul 2006, Seattle, WA, United States. pp.613--614Communication dans un congrès
                    
        
        
            
                
                    hal-00164917
                                            v1 | 
|  | Anisotropic selection in cellular genetic algorithmsGenetic And Evolutionary Computation Conference, Jul 2006, Seatle, United States. pp.559 - 566, ⟨10.1145/1143997.1144098⟩Communication dans un congrès
                    
        
        
            
                
                    hal-00164697
                                            v1 | 
|  | 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
                    
        
        
            
                
                    hal-00164684
                                            v1 | 
|  | 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.248-257Communication dans un congrès
                    
        
        
            
                
                    hal-00164669
                                            v1 | 
|  | 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
                    
        
        
            
                
                    hal-00164691
                                            v1 | 
|  | A preliminary investigation of anisotropic selection in celullar genetic algorithmsPoster at Evolution Artificielle, 7th International Conference, Oct 2005, Lillle, FranceCommunication dans un congrès
                    
        
        
            
                
                    hal-00164913
                                            v1 | 
|  | Local search heuristics: Fitness Cloud versus Fitness Landscapethe 2004 European Conference on Artificial Intelligence (ECAI04), Aug 2004, Valencia, Spain. pp.973 - 974Communication dans un congrès
                    
        
        
            
                
                    hal-00164910
                                            v1 | 
|  | 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
                    
        
        
            
                
                    hal-00160055
                                            v1 | 
|  | How to use the Scuba Diving metaphor to solve problem with neutrality ?ECAI'2004, Aug 2004, Valencia, Spain. pp.166-170Communication dans un congrès
                    
        
        
            
                
                    hal-00160051
                                            v1 | 
|  | 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
                    
        
        
            
                
                    hal-00160035
                                            v1 | 
|  | From Royal Road to Epistatic Road for Variable Length Evolution AlgorithmArtificial evolution, Oct 2003, Marseille, France. pp.3-14Communication dans un congrès
                    
        
        
            
                
                    hal-00159730
                                            v1 | 
|  | 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
                    
        
        
            
                
                    hal-00159994
                                            v1 | 
|  | Conception d'outils décisionnels pour la mobilité durable dans la région hdfSéminaire Intelligence Artificielle et Optimisation de l'A2U, Jun 2023, Montreuil-sur-Mer, FrancePoster de conférence
                    
        
        
            
                
                    hal-04163015
                                            v1 | 
| Fitness landscape analysis to improve computational protein designGGMM 2019, Apr 2019, Nice, FrancePoster de conférence
                    
        
        
            
                
                    hal-04225651
                                            v1 | |
|  | 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
                    
        
        
            
                
                    hal-01767696
                                            v1 | 
|  | Studying MOEAs Dynamics and their Performance using a Three Compartmental ModelGECCO 2018 - Genetic and Evolutionary Computation Conference Companion, Jul 2018, Kyoto, JapanPoster de conférence
                    
        
        
            
                
                    hal-01823709
                                            v1 | 
|  | Pareto dominance-based MOEAs on Problems with Difficult Pareto Set TopologiesGECCO 2018 - Genetic and Evolutionary Computation Conference Companion, Jul 2018, Kyoto, JapanPoster de conférence
                    
        
        
            
                
                    hal-01823715
                                            v1 | 
|  | 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⟩Poster de conférence
                    
        
        
            
                
                    hal-01178619
                                            v1 | 
| Systèmes ComplexesPresses polytechniques et universitaires romandes, Publisher of the EPFL Press, 2013, 978-2-88074-991-0Ouvrages
                    
        
        
            
                
                    hal-01284628
                                            v1 | 
|  | 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
                    
        
        
            
                
                    hal-00945508
                                            v1 | 
| 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
                    
        
        
            
                
                    hal-00331863
                                            v1 | 
| Landscape analysis for explainable optimizationTutorial at IEEE World Congress on Computational Intelligence (WCCI 2024), 2024Autre publication scientifique
                    
        
        
            
                
                    hal-04692793
                                            v1 | |
|  | 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), 2020Autre publication scientifique
                    
        
        
            
                
                    hal-04029576
                                            v1 | 
|  | On the Impact of Scalarizing Functions on Evolutionary Multiobjective Optimization[Research Report] RR-8512, 2014Rapport
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                    hal-00968145
                                            v1 | 
|  | ParadisEO-MO: From Fitness Landscape Analysis to Efficient Local Search Algorithms[Research Report] RR-7871, INRIA. 2013Rapport
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                    hal-00665421
                                            v2 | 
|  | Apport à l'analyse des paysages de fitness pour l'optimisation mono-objective et multiobjectiveIntelligence artificielle [cs.AI]. Université du Littoral Côte d'Opale, 2016HDR
                    
        
        
            
                
                    tel-01425127
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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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