Sébastien Verel

Professor of computer science
95%
Libre accès
171
Documents
Affiliation actuelle
  • Laboratoire d'Informatique Signal et Image de la Côte d'Opale (LISIC)
Contact

Domaines de recherche

Intelligence artificielle [cs.AI]

Publications

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Publications

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Complete combinatorial mutational enumeration of a protein functional site enables sequence‐landscape mapping and identifies highly‐mutated variants that retain activity

Mireia Solà Colom , Jelena Vučinić , Jared Adolf-Bryfogle , James Bowman , Sébastien Verel et al.
Protein Science, 2024, 33 (8), pp.e5109. ⟨10.1002/pro.5109⟩
Article dans une revue hal-04646616 v1
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Walsh-based surrogate-assisted multi-objective combinatorial optimization: A fine-grained analysis for pseudo-boolean functions

Bilel Derbel , Geoffrey Pruvost , Arnaud Liefooghe , Sébastien Verel , Qingfu Zhang
Applied Soft Computing, 2023, 136, pp.110061. ⟨10.1016/j.asoc.2023.110061⟩
Article dans une revue hal-04073811 v1
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Models to classify the difficulty of genetic algorithms to solve continuous optimization problems

Noel Rodríguez-Maya , Juan Flores , Sébastien Verel , Mario Graff
Natural Computing, 2023, Part 1: Special Issue: Selected Papers from the Third Workshop on Reaction Systems 2023 / Special Issue: Selected Papers from the 26th International Conference on DNA Computing and Molecular Programming, 23, pp.431-451. ⟨10.1007/s11047-022-09936-9⟩
Article dans une revue hal-04202542 v1
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The fractal geometry of fitness landscapes at the local optima level

Sarah Thomson , Gabriela Ochoa , Sébastien Verel
Natural Computing, 2022, 21 (2), pp.317-333. ⟨10.1007/s11047-020-09834-y⟩
Article dans une revue hal-03098496 v1
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Short term soil moisture forecasts for potato crop farming: a machine learning approach

Amaury Dubois , Fabien Teytaud , Sébastien Verel
Computers and Electronics in Agriculture, In press, 180, ⟨10.1016/j.compag.2020.105902⟩
Article dans une revue hal-03081945 v1
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Iterated local search with partition crossover for computational protein design

François Beuvin , Simon De Givry , Thomas Schiex , Sébastien Verel , David Simoncini
Proteins - Structure, Function and Bioinformatics, 2021, 89 (11), pp.1522-1529. ⟨10.1002/prot.26174⟩
Article dans une revue hal-03298736 v1
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Alliance humAIn en Hauts-de-France

Clarisse Dhaenens , Sébastien Konieczny , Stéphane Lecoeuche , Christophe Lecoutre , René Mandiau et al.
Bulletin de l'Association Française pour l'Intelligence Artificielle, 2021, 113, pp.60-65
Article dans une revue hal-03533774 v1
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Understanding Population Dynamics in Multi- and Many-Objective Evolutionary Algorithms for High-Resolution Approximations

Hugo Monzón Maldonado , Hernán Aguirre , Sébastien Verel , Arnaud Liefooghe , Bilel Derbel et al.
Advances in Operations Research, 2021, 2021, pp.6699277. ⟨10.1155/2021/6699277⟩
Article dans une revue hal-03505604 v1
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Composition of weighted finite transducers in MapReduce

Bilal Elghadyry , Faissal Ouardi , Sébastien Verel
International Journal of Big Data Intelligence, 2021, 8 (22), ⟨10.1186/s40537-020-00397-4⟩
Article dans une revue hal-03507182 v1

Composition of weighted finite transducers in MapReduce

Bilal Elghadyry , Faissal Ouardi , Sébastien Verel
Journal of Big Data, 2021, 8 (1), pp.22. ⟨10.1186/s40537-020-00397-4⟩
Article dans une revue hal-03515727 v1
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Efficient parallel derivation of short distinguishing sequences for nondeterministic finite state machines using MapReduce

Bilal Elghadyry , Faissal Ouardi , Zineb Lotfi , Sébastien Verel
International Journal of Big Data Intelligence, 2021, 8 (145), pp.1-27. ⟨10.1186/s40537-021-00535-6⟩
Article dans une revue hal-03507111 v1

Efficient parallel derivation of short distinguishing sequences for nondeterministic finite state machines using MapReduce

Bilal Elghadyry , Faissal Ouardi , Zineb Lotfi , Sébastien Verel
Journal of Big Data, 2021, 8, pp.145. ⟨10.1186/s40537-021-00535-6⟩
Article dans une revue hal-03515722 v1
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Landscape-aware performance prediction for evolutionary multi-objective optimization

Arnaud Liefooghe , Fabio Daolio , Sébastien Verel , Bilel Derbel , Hernan Aguirre et al.
IEEE Transactions on Evolutionary Computation, 2020, 24 (6), pp.1063-1077. ⟨10.1109/TEVC.2019.2940828⟩
Article dans une revue hal-02294201 v1
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Les conséquences de la réforme aéroportuaire pour les territoires : apports d’une simulation informatique multi-agents

Christopher Jankee , Michel Carrard , Sébastien Verel , Eric Ramat
Cybergeo : Revue européenne de géographie / European journal of geography, 2020, pp.957
Article dans une revue hal-02965863 v1
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Inferring Future Landscapes: Sampling the Local Optima Level

Sarah L Thomson , Gabriela Ochoa , Sébastien Verel , Nadarajen Veerapen
Evolutionary Computation, 2020, 28 (4), pp.621-641. ⟨10.1162/evco_a_00271⟩
Article dans une revue hal-03035340 v1
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Fitness landscapes analysis and adaptive algorithms design for traffic lights optimization on SIALAC benchmark

Florian Leprêtre , Cyril Fonlupt , Sébastien Verel , Virginie Marion , Rolando Armas et al.
Applied Soft Computing, 2019, 85
Article dans une revue hal-02547587 v1
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An Iterated Local Search to find many solutions of the 6-states Firing Squad Synchronization Problem

Manuel Clergue , Sébastien Verel , Enrico Formenti
Applied Soft Computing, 2018, 66, pp.449-461. ⟨10.1016/j.asoc.2018.01.026⟩
Article dans une revue hal-01738330 v1
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Problem Features vs. Algorithm Performance on Rugged Multi-objective Combinatorial Fitness Landscapes

Fabio Daolio , Arnaud Liefooghe , Sébastien Verel , Hernan Aguirre , Kiyoshi Tanaka
Evolutionary Computation, 2017, 25 (4), pp.555-585. ⟨10.1162/EVCO_a_00193⟩
Article dans une revue hal-01380612 v1
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Distributed Localized Bi-objective Search

Bilel Derbel , Jérémie Humeau , Arnaud Liefooghe , Sébastien Verel
European Journal of Operational Research, 2014, 239 (3), pp.731-743. ⟨10.1016/j.ejor.2014.05.040⟩
Article dans une revue hal-01002520 v1
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A hybrid metaheuristic for multiobjective unconstrained binary quadratic programming

Arnaud Liefooghe , Sébastien Verel , Jin-Kao Hao
Applied Soft Computing, 2014, 16, pp.10-19. ⟨10.1016/j.asoc.2013.11.008⟩
Article dans une revue hal-00801793 v3
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On the structure of multiobjective combinatorial search space: MNK-landscapes with correlated objectives

Sébastien Verel , Arnaud Liefooghe , Laetitia Jourdan , Clarisse Dhaenens
European Journal of Operational Research, 2013, 227 (2), pp.331-342. ⟨10.1016/j.ejor.2012.12.019⟩
Article dans une revue hal-00760097 v1
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ParadisEO-MO: From Fitness Landscape Analysis to Efficient Local Search Algorithms

Jérémie Humeau , Arnaud Liefooghe , El-Ghazali Talbi , Sébastien Verel
Journal of Heuristics, 2013, 19 (6), pp.881-915. ⟨10.1007/s10732-013-9228-8⟩
Article dans une revue hal-00832029 v1
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A Study of Neutrality of Boolean Function Landscapes in Genetic Programming

Leonardo Vanneschi , Yuri Pirola , Giancarlo Mauri , Philippe Collard , Sébastien Verel
Theoretical Computer Science, 2012, 425, pp.34 -- 57. ⟨10.1016/j.tcs.2011.03.011⟩
Article dans une revue hal-00563462 v1
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Communities of Minima in Local Optima Networks of Combinatorial Spaces

Fabio Daolio , Marco Tomassini , Sébastien Verel , Gabriela Ochoa
Physica A: Statistical Mechanics and its Applications, 2011, 390 (9), pp.1684 - 1694. ⟨10.1016/j.physa.2011.01.005⟩
Article dans une revue hal-00563461 v1
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Local Optima Networks of NK Landscapes with Neutrality

Sébastien Verel , Gabriela Ochoa , Marco Tomassini
IEEE Transactions on Evolutionary Computation, 2010, 15 (6), pp.783 - 797. ⟨10.1109/TEVC.2010.2046175⟩
Article dans une revue hal-00488637 v1
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Complex-network analysis of combinatorial spaces: The NK landscape case

Marco Tomassini , Sébastien Verel , Gabriela Ochoa
Physical Review E : Statistical, Nonlinear, and Soft Matter Physics, 2008, 78 (6), pp.066114. ⟨10.1103/PhysRevE.78.066114⟩
Article dans une revue hal-00354804 v1
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Fitness landscape of the cellular automata majority problem: View from the Olympus

Sébastien Verel , Philippe Collard , Marco Tomassini , Leonardo Vanneschi
Theoretical Computer Science, 2007, 378 (1), pp.54-77. ⟨10.1016/j.tcs.2007.01.001⟩
Article dans une revue hal-00164772 v1
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Neutralité dans les paysages de fitness. Évolution artificielle et neutralité

Sébastien Verel , Philippe Collard , Manuel Clergue
Revue des Sciences et Technologies de l'Information - Série TSI : Technique et Science Informatiques, 2006, 25 (8 - 9), pp.1023-1048. ⟨10.3166/tsi.25.1023-1048⟩
Article dans une revue (article de synthèse) hal-00164699 v1
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LON/D — Sub-problem landscape analysis in decomposition-based multi-objective decomposition

Arnaud Liefooghe , Gabriela Ochoa , Sébastien Verel
EvoCOP 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

Meta-learning of Univariate Estimation-of-Distribution Algorithms for Pseudo-Boolean Problems

Olivier Goudet , Adrien Goëffon , Frédéric Saubion , Sébastien Verel
Evolutionary Computation in Combinatorial Optimization 25th European Conference, EvoCOP 2025., Apr 2025, Trieste, Italy. pp.84-100, ⟨10.1007/978-3-031-86849-8_6⟩
Communication dans un congrès hal-05012214 v1
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Local optima networks for constrained search spaces

Jonathan E Fieldsend , Arnaud Liefooghe , Katherine M. Malan , Sébastien Verel
GECCO 2025 – The Genetic and Evolutionary Computation Conference, Jul 2025, Malaga, Spain. ⟨10.1145/3712256.3726303⟩
Communication dans un congrès hal-05022611 v1
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Agent-Based Modeling and Simulation for Urban Air Quality Assessment

Neda Mashhadi , Cyril Fonlupt , Matthieu Puigt , Gilles Roussel , Sébastien Verel
7 th International Conference on Logistics Operations Management: Smart Sustainable and Green Logistics, May 2024, Marrakech (Maroc), Morocco
Communication dans un congrès hal-04447553 v1
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Benchmark mobility problems using real-world data: the example of bus stops spacing problem for the city of Calais

Valentin Vendi , Cyril Fonlupt , Sébastien Verel
The 7th International Conference on Logistics Operations Management, GOL'24, May 2024, Marrakesh, Morocco
Communication dans un congrès hal-04594899 v1
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Contrasting the landscapes of feature selection under different machine learning models

Arnaud Liefooghe , Ryoji Tanabe , Sébastien Verel
PPSN 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
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Sparse Surrogate Model for Optimization: Example of the Bus Stops Spacing Problem

Valentin Vendi , Sébastien Verel , Cyril Fonlupt
Evolutionary Computation in Combinatorial Optimization Conference (evoCOP), Apr 2024, Aberystwyth, Wales, United Kingdom
Communication dans un congrès hal-04502943 v1
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Emergence of Strategies for Univariate Estimation-of-Distribution Algorithms with Evolved Neural Networks

Olivier Goudet , Adrien Goëffon , Frédéric Saubion , Sébastien Verel
GECCO '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
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Where the Really Hard Quadratic Assignment Problems Are: the QAP-SAT instances

Sébastien Verel , Sarah Thomson , Omar Rifki
24th European Conference on Evolutionary Computation in Combinatorial Optimisation (evoCOP), Apr 2024, Aberystwyth, United Kingdom. pp.129-145
Communication dans un congrès hal-04489201 v1
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Funnels in multi-objective fitness landscapes

Gabriela Ochoa , Arnaud Liefooghe , Sébastien Verel
PPSN 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
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MOEA/D with Adaptive Mutation Operator Based on Walsh Decomposition : Application to Nuclear Reactor Control Optimization

Baptiste Gasse , Sébastien Verel , Jean-Michel Do
15th International Conference on Evolutionary Computation Theory and Applications, Nov 2023, Rome, Italy. pp.75-85
Communication dans un congrès hal-04202210 v2
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Pareto local optimal solutions networks with compression, enhanced visualization and expressiveness

Arnaud Liefooghe , Gabriela Ochoa , Sébastien Verel , Bilel Derbel
GECCO 2023 - Genetic and Evolutionary Computation Conference, Jul 2023, Lisbon, Portugal. pp.713-721, ⟨10.1145/3583131.3590474⟩
Communication dans un congrès hal-04169768 v1
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Feature-based benchmarking of distance-based multi/many-objective optimisation problems: A machine learning perspective

Arnaud Liefooghe , Sébastien Verel , Tinkle Chugh , Jonathan Fieldsend , Richard Allmendinger et al.
EMO 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
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On the Global Structure of PUBOi Fitness Landscapes

Sara Tari , Gabriela Ochoa , Matthieu Basseur , Sébastien Verel
The Genetic and Evolutionary Computation Conference (GECCO), Jul 2023, Lisbonne, Portugal. pp.247-250, ⟨10.1145/3583133.3590649⟩
Communication dans un congrès hal-04075074 v1
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Fourier Transform-based Surrogates for Permutation Problems

Francisco Chicano , Bilel Derbel , Sébastien Verel
GECCO '23: Genetic and Evolutionary Computation Conference, Jul 2023, Lisbon, Portugal. pp.275-283, ⟨10.1145/3583131.3590425⟩
Communication dans un congrès hal-04202402 v1
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Coupling of the secondary loop and the cooling circuit in a PWR involved in load follow operations

Baptiste Gasse , Jean-Michel Do , Hubert Grard , Cheikh Diop , Sébastien Verel
PHYSOR 2022 - International Conference on Physics of Reactors 2022, May 2022, Pittsburgh (Etats-Unis), United States. pp.3304-3313
Communication dans un congrès hal-03901398 v2
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PUBOi: A Tunable Benchmark with Variable Importance

Sara Tari , Sébastien Verel , Mahmoud Omidvar
European 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
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Fractal Dimension and Perturbation Strength: A Local Optima Networks View

Sarah Thomson , Gabriela Ochoa , Sébastien Verel
17th 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
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Cost-vs-accuracy of sampling in multi-objective combinatorial exploratory landscape analysis

Raphaël Cosson , Bilel Derbel , Arnaud Liefooghe , Sébastien Vérel , Hernán E. Aguirre et al.
GECCO 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
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Fonctions de Walsh pour le benchmarking des métaheuristiques

Mahmoud Omidvar , Sara Tari , Sébastien Verel
22ème Conférence ROADEF de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Apr 2021, Mulhouse (virtuel), France
Communication dans un congrès hal-03384311 v1
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Landscape features and automated algorithm selection for multi-objective interpolated continuous optimisation problems

Arnaud Liefooghe , Sébastien Verel , Benjamin Lacroix , Alexandru-Ciprian Zăvoianu , John Mccall
GECCO 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
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Paradiseo: From a Modular Framework for Evolutionary Computation to the Automated Design of Metaheuristics

Johann Dreo , Arnaud Liefooghe , Sébastien Verel , Marc Schoenauer , Juan J. Merelo et al.
GECCO 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
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Optimization of load-follow operations of a 1300MW pressurized water reactor using evolutionnary algorithms

Valentin Drouet , Jean-Michel Do , Sébastien Verel
International 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
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Surrogate-assisted asynchronous multiobjective algorithm for nuclear power plant operations

V. Drouet , Sébastien Verel , J.-M. Do
2020 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
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Surrogate-assisted Multi-objective Combinatorial Optimization based on Decomposition and Walsh Basis

Geoffrey Pruvost , Bilel Derbel , Arnaud Liefooghe , Sébastien Verel , Qingfu Zhang
GECCO '20 - Genetic and Evolutionary Computation Conference, Jul 2020, Cancun, Mexico. ⟨10.1145/3377930.3390149⟩
Communication dans un congrès hal-02898952 v1
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Bayesian CMA-ES: a new approach

Eric Benhamou , David Saltiel , Sébastien Verel , Fabien Teytaud
GECCO '20: Genetic and Evolutionary Computation Conference, Jul 2020, Cancún, Mexico. pp.203-204, ⟨10.1145/3377929.3389913⟩
Communication dans un congrès hal-03814858 v1
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Dynamic compartmental models for large multi-objective landscapes and performance estimation

Hugo Monzón , Hernan Aguirre , Sébastien Verel , Arnaud Liefooghe , Bilel Derbel et al.
EvoCOP 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
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BCMA-ES: A Bayesian approach to CMA-ES

Eric Benhamou , David Saltiel , Sébastien Verel , Fabien Teytaud
GECCO 2020 - The Genetic and Evolutionary Computation Conference, Jul 2020, ONLINE, Mexico
Communication dans un congrès hal-02886512 v1
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Dominance, indicator and decomposition based search for multi-objective QAP: landscape analysis and automated algorithm selection

Arnaud Liefooghe , Sébastien Verel , Bilel Derbel , Hernan Aguirre , Kiyoshi Tanaka
PPSN 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
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On Stochastic Fitness Landscapes: Local Optimality and Fitness Landscape Analysis for Stochastic Search Operators

Brahim Aboutaib , Sébastien Verel , Cyril Fonlupt , Bilel Derbel , Arnaud Liefooghe et al.
PPSN 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
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Clarifying the Difference in Local Optima Network Sampling Algorithms

Sarah Thomson , Gabriela Ochoa , Sébastien Verel
European 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
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New Features for Continuous Exploratory Landscape Analysis based on the SOO Tree

Bilel Derbel , Arnaud Liefooghe , Sébastien Verel , Hernan Aguirre , Kiyoshi Tanaka
FOGA 2019 - 15th ACM/SIGEVO Workshop on Foundations of Genetic Algorithms, Aug 2019, Potsdam, Germany. pp.72-86
Communication dans un congrès hal-02282986 v1
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Estimating Relevance of Variables for Effective Recombination

Taishi Ito , Hernan Aguirre , Kiyoshi Tanaka , Arnaud Liefooghe , Bilel Derbel et al.
EMO 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
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Automatic calibration of a farm irrigation model: a multi-modal optimization approach

Amaury Dubois , Fabien Teytaud , Eric Ramat , Sébastien Verel
EA2019 Artificial Evolution, Oct 2019, Mulhouse, France
Communication dans un congrès hal-02406612 v1
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Combinatorial Surrogate-Assisted Optimization for Bus Stops Spacing Problem

Florian Leprêtre , Cyril Fonlupt , Sébastien Verel , Virginie Marion
The 14th Biennial International Conference on Artificial Evolution (EA 2019), Association Evolution Artificielle, Oct 2019, Mulhouse, France
Communication dans un congrès hal-02319558 v1
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Approximating Pareto Set Topology by Cubic Interpolation on Bi-objective Problems

Yuri Marca , Hernan Aguirre , Saúl Zapotecas Martinez , Arnaud Liefooghe , Bilel Derbel et al.
EMO 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
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Design of a simulator oriented PWR model and optimization of load-follow operations

Valentin Drouet , Jean-Michel Do , Sébastien Verel , Jean-Charles Le Pallec
International Congress on Advances in nuclear Power Plants (ICAPP), May 2019, Juan-les-pins, France
Communication dans un congrès hal-03137044 v1
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Walsh functions as surrogate model for pseudo-boolean optimization problems

Florian Leprêtre , Sébastien Verel , Cyril Fonlupt , Virginie Marion
The 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
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Dynamic compartmental models for algorithm analysis and population size estimation

Hugo Monzón , Hernan Aguirre , Sébastien Verel , Arnaud Liefooghe , Bilel Derbel et al.
GECCO 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
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Dominance, epsilon, and hypervolume local optimal sets in multi-objective optimization, and how to tell the difference

Arnaud Liefooghe , Manuel López-Ibáñez , Luís Paquete , Sébastien Verel
GECCO 2018 - Genetic and Evolutionary Computation Conference, Jul 2018, Kyoto, Japan. pp.324-331, ⟨10.1145/3205455.3205572⟩
Communication dans un congrès hal-01823666 v1
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A set-oriented MOEA/D

Bilel Derbel , Arnaud Liefooghe , Qingfu Zhang , Sébastien Verel , Hernan Aguirre et al.
GECCO 2018 - Genetic and Evolutionary Computation Conference, Jul 2018, Kyoto, Japan. pp.617-624, ⟨10.1145/3205455.3205575⟩
Communication dans un congrès hal-01823671 v1
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Fitness Landscape Analysis around the Optimum in Computational Protein Design

David Simoncini , Sophie Barbe , Thomas Schiex , Sébastien Verel
Genetic and Evolutionary Computation Conference (GECCO) 2018, Jul 2018, Kyoto, Japan. pp.355-362
Communication dans un congrès hal-01823638 v1
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A Fitness Landscape View on the Tuning of an Asynchronous Master-Worker EA for Nuclear Reactor Design

Mathieu Muniglia , Sébastien Verel , Jean-Charles Le Pallec , Jean-Michel Do
International 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
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A surrogate model based on Walsh decomposition for pseudo-boolean functions

Sébastien Verel , Bilel Derbel , Arnaud Liefooghe , Hernan Aguirre , Kiyoshi Tanaka
PPSN 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
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On the Fractal Nature of Local Optima Networks

Sarah Thomson , Sébastien Verel , Gabriela Ochoa , Nadarajen Veerapen , Paul Mcmenemy
EvoCOP 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
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Sampling Local Optima Networks of Large Combinatorial Search Spaces: the QAP Case

Sébastien Verel , Fabio Daolio , Gabriela Ochoa , Marco Tomassini
15th International Conference Parallel Problem Solving from Nature (PPSN XV) - 2018, Sep 2018, Coimbra, Portugal. pp.257-268
Communication dans un congrès hal-01823720 v1
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Multifractality and Dimensional Determinism in Local Optima Networks

Sarah Thomson , Sébastien Verel , Gabriela Ochoa , Nadarajen Veerapen , David Cairns
Genetic and Evolutionary Computation Conference, Jul 2018, Kyoto, Japan. ⟨10.1145/3205455.3205472⟩
Communication dans un congrès hal-01823551 v1
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On Pareto local optimal solutions networks

Arnaud Liefooghe , Bilel Derbel , Sébastien Verel , Manuel López-Ibáñez , Hernan Aguirre et al.
PPSN 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
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Urban Traffic Modeling and Simulation: Moroccan Capital Case Study

Lahoucine Bahili , Brahim Aboutaib , Fonlupt Cyril , Virginie Marion , Sébastien Verel
Smart Application and Data Analysis for Smart Cities (SADASC'18), Feb 2018, Casablanca, Morocco. ⟨10.2139/ssrn.3187065⟩
Communication dans un congrès hal-03105911 v1
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On the Design of a Master-Worker Adaptive Algorithm Selection Framework

Christopher Jankee , Sébastien Verel , Bilel Derbel , Cyril Fonlupt
EA 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
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Towards landscape-aware automatic algorithm configuration: preliminary experiments on neutral and rugged landscapes

Arnaud Liefooghe , Bilel Derbel , Sébastien Verel , Hernan Aguirre , Kiyoshi Tanaka
EvoCOP 2017 - Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2017, Amsterdam, Netherlands. pp.215-232
Communication dans un congrès hal-01496347 v1
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A fitness landscape analysis of Pareto local search on bi-objective permutation flowshop scheduling problems

Arnaud Liefooghe , Bilel Derbel , Sebastien Verel , Hernan Aguirre , Kiyoshi Tanaka
9th 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
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Closed state model for understanding the dynamics of MOEAs

Hugo Monzón , Hernan Aguirre , Sébastien Verel , Arnaud Liefooghe , Bilel Derbel et al.
Genetic and Evolutionary Computation Conference (GECCO 2017), Jul 2017, Berlin, Germany. pp.609-616
Communication dans un congrès hal-01496329 v1
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Analysis of a batch strategy for a Master-Worker adaptive selection algorithm framework

Christopher Jankee , Sébastien Verel , Cyril Fonlupt , Bilel Derbel
9th 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
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Design of a load following management for a PWR reactor using an optimization method

Mathieu Muniglia , Le Pallec Jean-Charles , Jean-Michel Do , Sebastien Verel
M&C 2017 - International Conference on Mathematics & Computational Methods Applied to Nuclear Science & Engineering, Apr 2017, Jeju, South Korea
Communication dans un congrès hal-01496376 v1
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Learning variable importance to guide recombination on many-objective optimization

Miyako Sagawa , Hernán Aguirre , Fabio Daolio , Arnaud Liefooghe , Bilel Derbel et al.
5th International Conference on Smart Computing and Artificial Intelligence (SCAI 2017), Jul 2017, Hamamatsu, Japan. pp.874 - 879
Communication dans un congrès hal-01581247 v1
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Massive asynchronous master-worker EA for nuclear reactor optimization: a fitness landscape perspective

Mathieu Muniglia , Sébastien Verel , Le Pallec Jean-Charles , Jean-Michel Do
Genetic and Evolutionary Computation Conference (GECCO 2017), Jul 2017, Berlin, Germany. pp.295-296, ⟨10.1145/3067695.3076061⟩
Communication dans un congrès hal-01496392 v1
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Using Parallel Strategies to Speed Up Pareto Local Search

Jialong Shi , Qingfu Zhang , Bilel Derbel , Arnaud Liefooghe , Sébastien Verel
11th International Conference on Simulated Evolution and Learning (SEAL 2017), Nov 2017, Shenzhen, China
Communication dans un congrès hal-01581257 v1
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Learning variable importance to guide recombination

Miyako Sagawa , Hernan Aguirre , Fabio Daolio , Arnaud Liefooghe , Bilel Derbel et al.
IEEE Symposium on Computational Intelligence, Dec 2016, Athens, Greece. pp.2986-2992
Communication dans un congrès hal-01380646 v1
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A Fitness Cloud Model for Adaptive Metaheuristic Selection Methods

Christopher Jankee , Sébastien Verel , Bilel Derbel , Cyril Fonlupt
14th 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
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Approaches for many-objective optimization: analysis and comparison on MNK-landscapes

Hernan Aguirre , Saúl Zapotecas-Martínez , Arnaud Liefooghe , Sébastien Verel , Kiyoshi Tanaka
13th International Conference on Artificial Evolution (EA 2015), Oct 2015, Lyon, France. pp.14-28
Communication dans un congrès hal-01178613 v1
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Distributed Adaptive Metaheuristic Selection: Comparisons of Selection Strategies

Christopher Jankee , Sébastien Verel , Bilel Derbel , Cyril Fonlupt
12th International Conference on Artificial Evolution (EA 2015), Oct 2015, Lyon, France. pp.83-96
Communication dans un congrès hal-01178608 v1
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A Multi-Physics PWR Model for the Load Following

Mathieu Muniglia , Jean-Michel Do , Le Pallec Jean-Charles , Hubert Grard , Sébastien Verel et al.
International Congress on Advances in Nuclear Power Plants (ICAPP), Apr 2016, San Francisco, United States. pp.1446-1455
Communication dans un congrès hal-01355257 v1
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Global vs local search on multi-objective NK-landscapes: contrasting the impact of problem features

Fabio Daolio , Arnaud Liefooghe , Sébastien Verel , Hernan Aguirre , Kiyoshi Tanaka
Genetic and Evolutionary Computation Conference (GECCO 2015), Jul 2015, Madrid, Spain. pp.369-376, ⟨10.1145/2739480.2754745⟩
Communication dans un congrès hal-01151882 v1
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Experiments on local search for bi-objective unconstrained binary quadratic programming

Arnaud Liefooghe , Sébastien Verel , Luis Paquete , Jin-Kao Hao
EMO - 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
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A feature-based performance analysis in evolutionary multiobjective optimization

Arnaud Liefooghe , Sébastien Verel , Fabio Daolio , Hernan Aguirre , Kiyoshi Tanaka
8th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2015), Mar 2015, Guimarães, Portugal. pp.95-109
Communication dans un congrès hal-01093266 v1
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An Analysis on Selection for High-Resolution Approximations in Many-Objective Optimization

Hernan Aguirre , Arnaud Liefooghe , Sébastien Verel , Kiyoshi Tanaka
Parallel Problem Solving from Nature - PPSN XIII, Sep 2014, Ljubljana, Slovenia. pp.487-497
Communication dans un congrès hal-01066206 v1
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What makes an instance difficult for black-box 0-1 evolutionary multiobjective optimizers?

Arnaud Liefooghe , Sébastien Verel , Hernan Aguirre , Kiyoshi Tanaka
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
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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 territoires

Christopher Jankee , Michel Carrard , Sébastien Verel , Eric Ramat
11ème Conférence Annuelle TEPP : Territoires, Espaces, et Politiques Publiques, LEMNA (Laboratoire d’Economie et de Management de Nantes-Atlantique), Sep 2014, Nantes, France
Communication dans un congrès hal-01069541 v1
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An Analysis of Differential Evolution Parameters on Rotated Bi-objective Optimization Functions

Martin Drozdik , Kiyoshi Tanaka , Hernan Aguirre , Sébastien Verel , Arnaud Liefooghe et al.
SEAL 2014 - 10th International Conference on Simulated Evolution and Learning, Dec 2014, Dunedin, New Zealand. pp.143-154
Communication dans un congrès hal-01066221 v1
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Local Optimal Sets and Bounded Archiving on Multi-objective NK-Landscapes with Correlated Objectives

Manuel López-Ibáñez , Arnaud Liefooghe , Sébastien Verel
Parallel 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
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On the Impact of Multiobjective Scalarizing Functions

Bilel Derbel , Dimo Brockhoff , Arnaud Liefooghe , Sébastien Verel
Parallel Problem Solving from Nature - PPSN XIII, Sep 2014, Ljubljana, Slovenia. pp.548-557
Communication dans un congrès hal-01066139 v1

Fitness landscapes and graphs: multimodularity, ruggedness and neutrality

Sébastien Verel
Proceedings 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
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On set-based local search for multiobjective combinatorial optimization

Matthieu Basseur , Adrien Goëffon , Arnaud Liefooghe , Sébastien Verel
GECCO 2013 - Genetic and Evolutionary Computation Conference, Jun 2013, Amsterdam, Netherlands. pp.471-478
Communication dans un congrès hal-00805166 v1
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A study on population size and selection lapse in many-objective optimization

Heman Aguirre , Arnaud Liefooghe , Sébastien Verel , Kiyoshi Tanaka
IEEE 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
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Local Optima Networks of the Permutation Flow-Shop Problem

Fabio Daolio , Sébastien Verel , Gabriela Ochoa , Marco Tomassini
International Conference on Artificial Evolution (EA 2013), Oct 2013, Bordeaux, France
Communication dans un congrès hal-00945475 v1
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Modeling Luxury Consumption: An Inter-Income Classes Study of Demand Dynamics and Social Behaviors

Anaïs Carlin , Sébastien Verel , Philippe Collard
18 th Annual Workshop on the Economic Science with Heterogeneous Interacting Agents (WEHIA), Jun 2013, Reykjavik, Iceland
Communication dans un congrès hal-01288725 v1
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Effects of population size on selection and scalability in evolutionary many-objective optimization

Hernan Aguirre , Arnaud Liefooghe , Sébastien Verel , Kiyoshi Tanaka
Learning 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
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Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance

Francisco Chicano , Fabio Daolio , Gabriela Ochoa , Sébastien Verel , Marco Tomassini et al.
Parallel 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
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Conception de recherche locale en présence de neutralité

Marie-Eleonore Marmion , Clarisse Dhaenens , Laetitia Jourdan , Arnaud Liefooghe , Sébastien Verel
ROADEF 2012 : 13e congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Apr 2012, Angers, France
Communication dans un congrès hal-00840357 v1
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Fitness landscapes and graphs: multimodularity, ruggedness and neutrality

Sébastien Verel
Proceedings 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
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Local optima networks and the performance of iterated local search

Fabio Daolio , Sébastien Verel , Gabriela Ochoa , Marco Tomassini
Proceedings 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
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Recherche locale multi-objectif basée sur les ensembles

Matthieu Basseur , Adrien Goëffon , Arnaud Liefooghe , Sébastien Verel
13e congrès annuel de la Société française de Recherche Opérationnelle et d’Aide à la Décision, ROADEF 2012, 2012, Angers, France
Communication dans un congrès hal-03255573 v1
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Clustering of Local Optima in Combinatorial Fitness Landscapes

Gabriela Ochoa , Sébastien Verel , Fabio Daolio , Marco Tomassini
Learning 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
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The Road to VEGAS: Guiding the Search over Neutral Networks

Marie-Eleonore Marmion , Clarisse Dhaenens , Laetitia Jourdan , Arnaud Liefooghe , Sébastien Verel
Genetic And Evolutionary Computation Conference, Jun 2011, Dublin, Ireland. pp.1979--1986, ⟨10.1145/2001576.2001842⟩
Communication dans un congrès hal-00579990 v1
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NILS: a Neutrality-based Iterated Local Search and its application to Flowshop Scheduling

Marie-Eleonore Marmion , Clarisse Dhaenens , Laetitia Jourdan , Arnaud Liefooghe , Sébastien Verel
11th European Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2011, Turino, Italy. pp.191--202
Communication dans un congrès hal-00563459 v1
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Analyzing the Effect of Objective Correlation on the Efficient Set of MNK-Landscapes

Sébastien Verel , Arnaud Liefooghe , Laetitia Jourdan , Clarisse Dhaenens
Learning 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
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DAMS: Distributed Adaptive Metaheuristic Selection

Bilel Derbel , Sébastien Verel
Genetic And Evolutionary Computation Conference, Jun 2011, Dublin, Ireland. pp.1955--1962, ⟨10.1145/2001576.2001839⟩
Communication dans un congrès hal-00579993 v1
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On the Neutrality of Flowshop Scheduling Fitness Landscapes

Marie-Eleonore Marmion , Clarisse Dhaenens , Laetitia Jourdan , Arnaud Liefooghe , Sébastien Verel
Learning 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
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Pareto Local Optima of Multiobjective NK-Landscapes with Correlated Objectives

Sébastien Verel , Arnaud Liefooghe , Laetitia Jourdan , Clarisse Dhaenens
11th European Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2011, Turino, Italy. pp.226--237
Communication dans un congrès hal-00563460 v1
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Set-based Multiobjective Fitness Landscapes: A Preliminary Study

Sébastien Verel , Arnaud Liefooghe , Clarisse Dhaenens
Genetic And Evolutionary Computation Conference, Jun 2011, Dublin, Ireland. pp.769--776, ⟨10.1145/2001576.2001681⟩
Communication dans un congrès hal-00579984 v1
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On the Effect of Connectedness for Biobjective Multiple and Long Path Problems

Sébastien Verel , Arnaud Liefooghe , Jérémie Humeau , Laetitia Jourdan , Clarisse Dhaenens
Learning and Intelligent OptimizatioN Conference (LION 5), Jan 2011, Rome, Italy. pp.31--45
Communication dans un congrès hal-00550353 v1
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Local Optima Networks with Escape Edges

Sébastien Verel , Fabio Daolio , Gabriela Ochoa , Marco Tomassini
International Conference on Artificial Evolution (EA-2011), Oct 2011, Angers, France. pp.10 - 23
Communication dans un congrès hal-00639522 v1
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Local Optima Networks of the Quadratic Assignment Problem

Fabio Daolio , Sébastien Verel , Gabriela Ochoa , Marco Tomassini
IEEE world conference on computational intelligence (WCCI - CEC), Jul 2010, Barcelona, Spain. pp.3145 - 3152
Communication dans un congrès hal-00487806 v1
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First-improvement vs. Best-improvement Local Optima Networks of NK Landscapes

Gabriela Ochoa , Sébastien Verel , Marco Tomassini
11th International Conference on Parallel Problem Solving From Nature, Sep 2010, Krakow, Poland. pp.104 - 113
Communication dans un congrès hal-00488401 v1

Fitness landscapes and graphs: multimodularity, ruggedness and neutrality

Sébastien Verel , Gabriela Ochoa
IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE WCCI 2010, Jul 2010, Barcelona, Spain. pp.3593--3656
Communication dans un congrès hal-00460448 v1
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States based evolutionary algorithm

Sébastien Verel , Philippe Collard , Manuel Clergue
Workshop selfstar at conference PPSN, Sep 2010, Krakow, Poland
Communication dans un congrès hal-00518206 v1
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Set-based Multiobjective Fitness Landscapes: definition, properties

Sébastien Verel , Clarisse Dhaenens , Laetitia Jourdan , Arnaud Liefooghe
4th Workshop on Theory of Randomized Search Heuristics, Mar 2010, Paris, France
Communication dans un congrès hal-00460442 v1

Local Optima Networks: Current Results and Perspectives

Gabriela Ochoa , Sébastien Verel , Fabio Daolio , Marco Tomassini
ThRaSH 2010 - 4th Workshop on Theory of Randomized Search Heuristics, Mar 2010, Paris, France
Communication dans un congrès hal-00460436 v1
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Do not Choose Representation just Change: An Experimental Study in States based EA

Maroun Bercachi , Manuel Clergue , Philippe Collard , Sébastien Verel
GECCO '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

Fitness landscapes and graphs: multimodularity, ruggedness and neutrality

Sébastien Verel
Proceedings 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
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Do not Choose Representation just Change: An Experimental Study in States based EA

Maroun Bercachi , Philippe Collard , Manuel Clergue , Sebastien Verel
Genetic and Evolutionary Computation Conference 2009, Jul 2009, Montréal, Canada
Communication dans un congrès hal-00383711 v1

Local Optima Networks of NK Landscapes with and without Neutrality

Gabriela Ochoa , Marco Tomassini , Sébastien Verel
3rd Workshop on Theory of Randomized Search Heuristics, Oct 2009, Birmingham, United Kingdom
Communication dans un congrès hal-00425367 v1
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NK landscapes difficulty and Negative Slope Coefficient: How Sampling Influences the Results

Leonardo Vanneschi , Sébastien Verel , Philippe Collard , Marco Tomassini
evoNum workshop of evostar conference, Apr 2009, Tubingen, Germany. pp.100-110
Communication dans un congrès hal-00403029 v1
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Centric selection: a way to tune the exploration/exploitation trade-off

David Simoncini , Sébastien Verel , Philippe Collard , Manuel Clergue
GECCO'09, Jul 2009, Montreal, Canada. pp.891--898, ⟨10.1145/1569901.1570023⟩
Communication dans un congrès hal-00410191 v1
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The Connectivity of NK Landscapes' Basins: A Network Analysis

Sébastien Verel , Gabriela Ochoa , Marco Tomassini
Artificial Life XI, Aug 2008, Winchester, France. pp.648-655
Communication dans un congrès hal-00331864 v1

The network structure of hard combinatorial landscapes.

Marco Tomassini , Gabriela Ochoa , Sébastien Verel
BCNetWORKSHOP trends and perspectives in complex networks, Dec 2008, Barcelona, Spain
Communication dans un congrès hal-00433254 v1

Investigating Cognitive Load by Normalized Task-Evoked Pupillary Response

Thierry Baccino , Maud Kicka , Laurent Dumercy , Sébastien Verel
Workshop on Cognition and the Web 2008: Information Processing, Comprehension and Learning, Apr 2008, France. pp.45--52
Communication dans un congrès hal-00331869 v1
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A Study of NK Landscapes' Basins and Local Optima Networks

Gabriela Ochoa , Marco Tomassini , Sébastien Verel , Christian Darabos
Genetic And Evolutionary Computation Conference, Jul 2008, Atlanta, United States. pp.555--562, ⟨10.1145/1389095.1389204⟩
Communication dans un congrès hal-00331868 v1
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Density estimation with Genetic Programming for Inverse Problem solving

Michael Defoin Platel , Sébastien Verel , Manuel Clergue , Malik Chami
EuroGP'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
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On the Influence of Selection Operators on Performances in Cellular Genetic Algorithms

David Simoncini , Philippe Collard , Sébastien Verel , Manuel Clergue
IEEE Congress on Evolutionary Computation CEC2007, Sep 2007, singapore, Singapore. pp.4706-4713
Communication dans un congrès hal-00164789 v1

Fitness landscapes and problem hardness in evolutionary computation

Leonardo Vanneschi , Sébastien Verel
GECCO '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
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A Comprehensive View of Fitness Landscapes with Neutrality and Fitness Clouds

Leonardo Vanneschi , Philippe Collard , Sébastien Verel , Marco Tomassini , Yuri Pirola et al.
10th 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
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Evolving Dynamic Change and Exchange of Genotype Encoding in Genetic Algorithms for Difficult Optimization Problems

Maroun Bercachi , Philippe Collard , Manuel Clergue , Sébastien Verel
IEEE Congress on Evolutionary Computation CEC2007, Sep 2007, singapore, Singapore. pp.4516-4523
Communication dans un congrès hal-00164788 v1
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A Quantitative Study of Neutrality in GP Boolean Landscapes

Leonardo Vanneschi , Yuri Pirola , Philippe Collard , Marco Tomassini , Sébastien Verel et al.
Proceedings 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
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Deceptiveness and Neutrality - the ND family of fitness landscapes

William Beaudoin , Sébastien Verel , Philippe Collard , Cathy Escazut
Genetic And Evolutionary Computation Conference, Jul 2006, Seatle, United States. pp.507 - 514, ⟨10.1145/1143997.1144091⟩
Communication dans un congrès hal-00164694 v1
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Neutral Fitness Landscape in the Cellular Automata Majority Problem

Sébastien Verel , Philippe Collard , Marco Tomassini , Leonardo Vanneschi
7th International Conference on Cellular Automata For Research and Industry - ACRI 2006, Sep 2006, France. pp.258-267
Communication dans un congrès hal-00164673 v1
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Measuring the Evolvability Landscape to study Neutrality

Sébastien Verel , Philippe Collard , Manuel Clergue
Genetic and Evolutionary Computation -- GECCO-2006, Jul 2006, Seattle, WA, United States. pp.613--614
Communication dans un congrès hal-00164917 v1
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Negative slope coefficient. a measure to characterize genetic programming fitness landscapes

Leonardo Vanneschi , Marco Tomassini , Philippe Collard , Sébastien Verel
EUROGP'06, Genetic Programming, 9th European Conference, Apr 2006, France. pp.178-189, ⟨10.1007/11729976_16⟩
Communication dans un congrès hal-00164684 v1
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Anisotropic selection in cellular genetic algorithms

David Simoncini , Sébastien Verel , Philippe Collard , Manuel Clergue
Genetic And Evolutionary Computation Conference, Jul 2006, Seatle, United States. pp.559 - 566, ⟨10.1145/1143997.1144098⟩
Communication dans un congrès hal-00164697 v1
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From Cells to Islands: An unified Model of Cellular Parallel Genetic Algorithms

David Simoncini , Philippe Collard , Sébastien Verel , Manuel Clergue
7th International Conference on Cellular Automata For Research and Industry - ACRI 2006, Sep 2006, Perpignan, France. pp.248-257
Communication dans un congrès hal-00164669 v1
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A preliminary investigation of anisotropic selection in celullar genetic algorithms

David Simoncini , Sébastien Verel , Manuel Clergue , Philippe Collard
Poster at Evolution Artificielle, 7th International Conference, Oct 2005, Lillle, France
Communication dans un congrès hal-00164913 v1
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Fitness Clouds and Problem Hardness in Genetic Programming

Leonardo Vanneschi , Manuel Clergue , Philippe Collard , Marco Tomassini , Sébastien Verel
Genetic and Evolutionary Computation 2004, Jun 2004, Seattle, WA, United States. pp.690--701, ⟨10.1007/b98645⟩
Communication dans un congrès hal-00160055 v1
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Local search heuristics: Fitness Cloud versus Fitness Landscape

Philippe Collard , Sébastien Verel , Manuel Clergue
the 2004 European Conference on Artificial Intelligence (ECAI04), Aug 2004, Valencia, Spain. pp.973 - 974
Communication dans un congrès hal-00164910 v1
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How to use the Scuba Diving metaphor to solve problem with neutrality ?

Philippe Collard , Sébastien Verel , Manuel Clergue
ECAI'2004, Aug 2004, Valencia, Spain. pp.166-170
Communication dans un congrès hal-00160051 v1
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Scuba Search : when selection meets innovation

Sébastien Verel , Philippe Collard , Manuel Clergue
Evolutionary Computation, 2004. CEC2004, Jun 2004, Portland (Oregon), United States. pp.924 - 931, ⟨10.1109/CEC.2004.1330960⟩
Communication dans un congrès hal-00160035 v1
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From Royal Road to Epistatic Road for Variable Length Evolution Algorithm

Michael Defoin Platel , Sebastien Verel , Manuel Clergue , Philippe Collard
Artificial evolution, Oct 2003, Marseille, France. pp.3-14
Communication dans un congrès hal-00159730 v1
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Where are Bottlenecks in NK Fitness Landscapes?

Sébastien Verel , Philippe Collard , Manuel Clergue
Evolutionary Computation, 2003. CEC'03, Dec 2003, Canberra, Australia. pp.273--280, ⟨10.1109/CEC.2003.1299585⟩
Communication dans un congrès hal-00159994 v1
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Conception d'outils décisionnels pour la mobilité durable dans la région hdf

Valentin Vendi , Cyril Fonlupt , Sébastien Verel
Séminaire Intelligence Artificielle et Optimisation de l'A2U, Jun 2023, Montreuil-sur-Mer, France
Poster de conférence hal-04163015 v1

Fitness landscape analysis to improve computational protein design

David Simoncini , Thomas Schiex , Sophie Barbe , Sébastien Verel
GGMM 2019, Apr 2019, Nice, France
Poster de conférence hal-04225651 v1
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SIALAC Benchmark: On the design of adaptive algorithms for traffic lights problems

Florian Leprêtre , Cyril Fonlupt , Sébastien Verel , Virginie Marion
GECCO 2018, Jul 2018, Kyoto, Japan. ACM Digital Library, pp.288-289, 2018, ⟨10.1145/3205651.3205776⟩
Poster de conférence hal-01767696 v1
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Studying MOEAs Dynamics and their Performance using a Three Compartmental Model

Hugo Monzón , Hernan Aguirre , Sébastien Verel , Arnaud Liefooghe , Bilel Derbel et al.
GECCO 2018 - Genetic and Evolutionary Computation Conference Companion, Jul 2018, Kyoto, Japan
Poster de conférence hal-01823709 v1
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Pareto dominance-based MOEAs on Problems with Difficult Pareto Set Topologies

Yuri Marca , Hernan Aguirre , Saúl Zapotecas-Martínez , Arnaud Liefooghe , Sébastien Verel et al.
GECCO 2018 - Genetic and Evolutionary Computation Conference Companion, Jul 2018, Kyoto, Japan
Poster de conférence hal-01823715 v1
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New Adaptive Selection Strategies for Distributed Adaptive Metaheuristic Selection

Christopher Jankee , Sébastien Verel , Bilel Derbel , Cyril Fonlupt
Sara 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
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Local Optima Networks: A New Model of Combinatorial Fitness Landscapes

Gabriela Ochoa , Sébastien Verel , Fabio Daolio , Marco Tomassini
Hendrik 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 Algorithms

Maroun Bercachi , Philippe Collard , Manuel Clergue , Sébastien Verel
Chen, 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 optimization

Arnaud Liefooghe , Sébastien Verel
Tutorial at IEEE World Congress on Computational Intelligence (WCCI 2024), 2024
Autre publication scientifique hal-04692793 v1
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Tutorial on Fitness landscape analysis: Understanding and predicting algorithm performance for single- and multi-objective optimization

Sébastien Verel , Arnaud Liefooghe
International Conference on Parallel Problem Solving from Nature (PPSN 2020), 2020
Autre publication scientifique hal-04029576 v1