Sébastien Vérel

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 73

Top Venues

University of Nice Sophia Antipolis, France (PHD)

Education History

University of Nice Sophia Antipolis, France

PHD

Publications

Sébastien Vérel, Sarah L. Thomson, Omar Rifki
Where the Really Hard Quadratic Assignment Problems Are: The QAP-SAT Instances. EvoStar (2024)
Sébastien Vérel, Sarah L. Thomson, Omar Rifki
Where the Really Hard Quadratic Assignment Problems Are: the QAP-SAT instances. CoRR (2024)
Olivier Goudet, Adrien Goëffon, Frédéric Saubion, Sébastien Vérel
Emergence of Strategies for Univariate Estimation-of-Distribution Algorithms with Evolved Neural Networks. GECCO Companion (2024)
Noel E. Rodríguez-Maya, Juan J. Flores, Sébastien Vérel, Mario Graff
Models to classify the difficulty of genetic algorithms to solve continuous optimization problems. Nat. Comput. 23 (2) (2024)
Valentin Vendi, Sébastien Vérel, Cyril Fonlupt
Sparse Surrogate Model for Optimization: Example of the Bus Stops Spacing Problem. EvoStar (2024)
Arnaud Liefooghe, Sébastien Vérel, Tinkle Chugh, Jonathan E. Fieldsend, Richard Allmendinger, Kaisa Miettinen
Feature-Based Benchmarking of Distance-Based Multi/Many-objective Optimisation Problems: A Machine Learning Perspective. EMO (2023)
Francisco Chicano, Bilel Derbel, Sébastien Vérel
Fourier Transform-based Surrogates for Permutation Problems. GECCO (2023)
Arnaud Liefooghe, Gabriela Ochoa, Sébastien Vérel, Bilel Derbel
Pareto Local Optimal Solutions Networks with Compression, Enhanced Visualization and Expressiveness. GECCO (2023)
Baptiste Gasse, Sébastien Vérel, Jean-Michel Do
MOEA/D with Adaptive Mutation Operator Based on Walsh Decomposition: Application to Nuclear Reactor Control Optimization. IJCCI (2023)
Sara Tari, Gabriela Ochoa, Matthieu Basseur, Sébastien Vérel
On the Global Structure of PUBOi Fitness Landscapes. GECCO Companion (2023)
Bilel Derbel, Geoffrey Pruvost, Arnaud Liefooghe, Sébastien Vérel, Qingfu Zhang
Walsh-based surrogate-assisted multi-objective combinatorial optimization: A fine-grained analysis for pseudo-boolean functions. Appl. Soft Comput. 136 (2023)
Sarah L. Thomson, Gabriela Ochoa, Sébastien Vérel
Fractal Dimension and Perturbation Strength: A Local Optima Networks View. PPSN (1) (2022)
Raphaël Cosson, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel, Hernán E. Aguirre, Qingfu Zhang, Kiyoshi Tanaka
Cost-vs-accuracy of sampling in multi-objective combinatorial exploratory landscape analysis. GECCO (2022)
Sarah L. Thomson, Gabriela Ochoa, Sébastien Vérel
The fractal geometry of fitness landscapes at the local optima level. Nat. Comput. 21 (2) (2022)
Sara Tari, Sébastien Vérel, Mahmoud Omidvar
: A Tunable Benchmark with Variable Importance. EvoCOP (2022)
Bilal Elghadyry, Faissal Ouardi, Zineb Lotfi, Sébastien Vérel
Efficient parallel derivation of short distinguishing sequences for nondeterministic finite state machines using MapReduce. J. Big Data 8 (1) (2021)
Johann Dréo, Arnaud Liefooghe, Sébastien Vérel, Marc Schoenauer, Juan Julián Merelo Guervós, Alexandre Quemy, Benjamin Bouvier, Jan Gmys
Paradiseo: From a Modular Framework for Evolutionary Computation to the Automated Design of Metaheuristics - 22 Years of Paradiseo -. CoRR (2021)
Mathieu Muniglia, Sébastien Vérel, Jean-Charles Le Pallec, Jean-Michel Do
A Fitness Landscape View on the Tuning of an Asynchronous Master-Worker EA for Nuclear Reactor Design. CoRR (2021)
Bilal Elghadyry, Faissal Ouardi, Sébastien Vérel
Composition of weighted finite transducers in MapReduce. J. Big Data 8 (1) (2021)
Amaury Dubois, Fabien Teytaud, Sébastien Vérel
Short term soil moisture forecasts for potato crop farming: A machine learning approach. Comput. Electron. Agric. 180 (2021)
Johann Dréo, Arnaud Liefooghe, Sébastien Vérel, Marc Schoenauer, Juan Julián Merelo Guervós, Alexandre Quemy, Benjamin Bouvier, Jan Gmys
Paradiseo: from a modular framework for evolutionary computation to the automated design of metaheuristics: 22 years of Paradiseo. GECCO Companion (2021)
Arnaud Liefooghe, Sébastien Vérel, Benjamin Lacroix, Alexandru-Ciprian Zavoianu, John A. W. McCall
Landscape features and automated algorithm selection for multi-objective interpolated continuous optimisation problems. GECCO (2021)
Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
Dynamic Compartmental Models for Large Multi-objective Landscapes and Performance Estimation. EvoCOP (2020)
Arnaud Liefooghe, Fabio Daolio, Sébastien Vérel, Bilel Derbel, Hernán E. Aguirre, Kiyoshi Tanaka
Landscape-Aware Performance Prediction for Evolutionary Multiobjective Optimization. IEEE Trans. Evol. Comput. 24 (6) (2020)
Eric Benhamou, David Saltiel, Sébastien Vérel
Bayesian CMA-ES: a new approach. GECCO Companion (2020)
Geoffrey Pruvost, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel, Qingfu Zhang
Surrogate-assisted multi-objective combinatorial optimization based on decomposition and walsh basis. GECCO (2020)
Bilel Derbel, Sébastien Vérel
Fitness landscape analysis to understand and predict algorithm performance for single- and multi-objective optimization. GECCO Companion (2020)
Sarah L. Thomson, Gabriela Ochoa, Sébastien Vérel, Nadarajen Veerapen
Inferring Future Landscapes: Sampling the Local Optima Level. Evol. Comput. 28 (4) (2020)
Arnaud Liefooghe, Sébastien Vérel, Bilel Derbel, Hernán E. Aguirre, Kiyoshi Tanaka
Dominance, Indicator and Decomposition Based Search for Multi-objective QAP: Landscape Analysis and Automated Algorithm Selection. PPSN (1) (2020)
Brahim Aboutaib, Sébastien Vérel, Cyril Fonlupt, Bilel Derbel, Arnaud Liefooghe, Belaïd Ahiod
On Stochastic Fitness Landscapes: Local Optimality and Fitness Landscape Analysis for Stochastic Search Operators. PPSN (2) (2020)
V. Drouet, Sébastien Vérel, Jean-Michel Do
Surrogate-assisted asynchronous multiobjective algorithm for nuclear power plant operations. GECCO (2020)
Eric Benhamou, David Saltiel, Sébastien Vérel, Fabien Teytaud
BCMA-ES: A Bayesian approach to CMA-ES. CoRR (2019)
Taishi Ito, Hernán E. Aguirre, Kiyoshi Tanaka, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel
Estimating Relevance of Variables for Effective Recombination. EMO (2019)
Yuri Marca, Hernán E. Aguirre, Saúl Zapotecas Martínez, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka
Approximating Pareto Set Topology by Cubic Interpolation on Bi-objective Problems. EMO (2019)
Amaury Dubois, Fabien Teytaud, Eric Ramat, Sébastien Vérel
Automatic Calibration of a Farm Irrigation Model: A Multi-Modal Optimization Approach. EA (2019)
Sarah L. Thomson, Gabriela Ochoa, Sébastien Vérel
Clarifying the Difference in Local Optima Network Sampling Algorithms. EvoCOP (2019)
Florian Leprêtre, Cyril Fonlupt, Sébastien Vérel, Virginie Marion, Rolando Armas, Hernán E. Aguirre, Kiyoshi Tanaka
Fitness landscapes analysis and adaptive algorithms design for traffic lights optimization on SIALAC benchmark. Appl. Soft Comput. 85 (2019)
Florian Leprêtre, Cyril Fonlupt, Sébastien Vérel, Virginie Marion
Combinatorial Surrogate-Assisted Optimization for Bus Stops Spacing Problem. EA (2019)
Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
New features for continuous exploratory landscape analysis based on the SOO tree. FOGA (2019)
Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
Dynamic compartmental models for algorithm analysis and population size estimation. GECCO (Companion) (2019)
Florian Leprêtre, Sébastien Vérel, Cyril Fonlupt, Virginie Marion
Walsh functions as surrogate model for pseudo-boolean optimization problems. GECCO (2019)
Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
Studying com partmental models interpolation to estimate MOEAs population size. GECCO (Companion) (2019)
Manuel Clergue, Sébastien Vérel, Enrico Formenti
An Iterated Local Search to find many solutions of the 6-states Firing Squad Synchronization Problem. Appl. Soft Comput. 66 (2018)
Arnaud Liefooghe, Manuel López-Ibáñez, Luís Paquete, Sébastien Vérel
Dominance, epsilon, and hypervolume local optimal sets in multi-objective optimization, and how to tell the difference. GECCO (2018)
Sarah L. Thomson, Sébastien Vérel, Gabriela Ochoa, Nadarajen Veerapen, David E. Cairns
Multifractality and dimensional determinism in local optima networks. GECCO (2018)
Sébastien Vérel, Bilel Derbel, Arnaud Liefooghe, Hernán E. Aguirre, Kiyoshi Tanaka
A Surrogate Model Based on Walsh Decomposition for Pseudo-Boolean Functions. PPSN (2) (2018)
Sarah L. Thomson, Sébastien Vérel, Gabriela Ochoa, Nadarajen Veerapen, Paul McMenemy
On the Fractal Nature of Local Optima Networks. EvoCOP (2018)
David Simoncini, Sophie Barbe, Thomas Schiex, Sébastien Vérel
Fitness landscape analysis around the optimum in computational protein design. GECCO (2018)
Sébastien Vérel, Fabio Daolio, Gabriela Ochoa, Marco Tomassini
Sampling Local Optima Networks of Large Combinatorial Search Spaces: The QAP Case. PPSN (2) (2018)
Yuri Marca, Hernán E. Aguirre, Saúl Zapotecas Martínez, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka
Pareto dominance-based MOEAs on problems with difficult pareto set topologies. GECCO (Companion) (2018)
Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Manuel López-Ibáñez, Hernán E. Aguirre, Kiyoshi Tanaka
On Pareto Local Optimal Solutions Networks. PPSN (2) (2018)
Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
Studying MOEAs dynamics and their performance using a three compartmental model. GECCO (Companion) (2018)
Florian Leprêtre, Cyril Fonlupt, Sébastien Vérel, Virginie Marion
SIALAC benchmark: on the design of adaptive algorithms for traffic lights problems. GECCO (Companion) (2018)
Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
A set-oriented MOEA/D. GECCO (2018)
Fabio Daolio, Arnaud Liefooghe, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
Problem Features versus Algorithm Performance on Rugged Multiobjective Combinatorial Fitness Landscapes. Evol. Comput. 25 (4) (2017)
Mathieu Muniglia, Sébastien Vérel, Jean-Charles Le Pallec, Jean-Michel Do
A Fitness Landscape View on the Tuning of an Asynchronous Master-Worker EA for Nuclear Reactor Design. Artificial Evolution (2017)
Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel
Using Parallel Strategies to Speed up Pareto Local Search. SEAL (2017)
Mathieu Muniglia, Sébastien Vérel, Jean-Charles Le Pallec, Jean-Michel Do
Massive asynchronous master-worker EA for nuclear reactor optimization: a fitness landscape perspective. GECCO (Companion) (2017)
Miyako Sagawa, Hernán E. Aguirre, Fabio Daolio, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka
Learning Variable Importance to Guide Recombination on Many-Objective Optimization. IIAI-AAI (2017)
Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
A Fitness Landscape Analysis of Pareto Local Search on Bi-objective Permutation Flowshop Scheduling Problems. EMO (2017)
Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
Towards Landscape-Aware Automatic Algorithm Configuration: Preliminary Experiments on Neutral and Rugged Landscapes. EvoCOP (2017)
Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt
On the Design of a Master-Worker Adaptive Algorithm Selection Framework. Artificial Evolution (2017)
Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt
Analysis of a Batch Strategy for a Master-Worker Adaptive Selection Algorithm Framework. IJCCI (2017)
Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
Closed state model for understanding the dynamics of MOEAs. GECCO (2017)
Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt
A Fitness Cloud Model for Adaptive Metaheuristic Selection Methods. PPSN (2016)
Miyako Sagawa, Hernán E. Aguirre, Fabio Daolio, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka
Learning variable importance to guide recombination. SSCI (2016)
Hernán E. Aguirre, Saúl Zapotecas Martínez, Arnaud Liefooghe, Sébastien Vérel, Kiyoshi Tanaka
Approaches for Many-Objective Optimization: Analysis and Comparison on MNK-Landscapes. Artificial Evolution (2015)
Arnaud Liefooghe, Sébastien Vérel, Luís Paquete, Jin-Kao Hao
Experiments on Local Search for Bi-objective Unconstrained Binary Quadratic Programming. EMO (1) (2015)
Dimo Brockhoff, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel
Feature Cluster on "Evolutionary multiobjective optimization". Eur. J. Oper. Res. 243 (2) (2015)
Arnaud Liefooghe, Sébastien Vérel, Fabio Daolio, Hernán E. Aguirre, Kiyoshi Tanaka
A Feature-Based Performance Analysis in Evolutionary Multiobjective Optimization. EMO (2) (2015)
Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt
Distributed Adaptive Metaheuristic Selection: Comparisons of Selection Strategies. Artificial Evolution (2015)
Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt
New Adaptive Selection Strategies for Distributed Adaptive Metaheuristic Selection. GECCO (Companion) (2015)
Fabio Daolio, Arnaud Liefooghe, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
Global vs Local Search on Multi-objective NK-Landscapes: Contrasting the Impact of Problem Features. GECCO (2015)
Manuel López-Ibáñez, Arnaud Liefooghe, Sébastien Vérel
Local Optimal Sets and Bounded Archiving on Multi-objective NK-Landscapes with Correlated Objectives. CoRR (2014)
Gabriela Ochoa, Sébastien Vérel, Fabio Daolio, Marco Tomassini
Local Optima Networks: A New Model of Combinatorial Fitness Landscapes. CoRR (2014)
Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sébastien Vérel
On the Impact of Multiobjective Scalarizing Functions. CoRR (2014)
Hernán E. Aguirre, Arnaud Liefooghe, Sébastien Vérel, Kiyoshi Tanaka
An Analysis on Selection for High-Resolution Approximations in Many-Objective Optimization. CoRR (2014)
Hernán E. Aguirre, Arnaud Liefooghe, Sébastien Vérel, Kiyoshi Tanaka
An Analysis on Selection for High-Resolution Approximations in Many-Objective Optimization. PPSN (2014)
Manuel López-Ibáñez, Arnaud Liefooghe, Sébastien Vérel
Local Optimal Sets and Bounded Archiving on Multi-objective NK-Landscapes with Correlated Objectives. PPSN (2014)
Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sébastien Vérel
On the Impact of Multiobjective Scalarizing Functions. PPSN (2014)
Martin Drozdik, Kiyoshi Tanaka, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel
An Analysis of Differential Evolution Parameters on Rotated Bi-objective Optimization Functions. SEAL (2014)
Bilel Derbel, Jérémie Humeau, Arnaud Liefooghe, Sébastien Vérel
Distributed localized bi-objective search. Eur. J. Oper. Res. 239 (3) (2014)
Arnaud Liefooghe, Sébastien Vérel, Jin-Kao Hao
A hybrid metaheuristic for multiobjective unconstrained binary quadratic programming. Appl. Soft Comput. 16 (2014)
Hernán E. Aguirre, Arnaud Liefooghe, Sébastien Vérel, Kiyoshi Tanaka
A study on population size and selection lapse in many-objective optimization. IEEE Congress on Evolutionary Computation (2013)
Jérémie Humeau, Arnaud Liefooghe, El-Ghazali Talbi, Sébastien Vérel
ParadisEO-MO: from fitness landscape analysis to efficient local search algorithms. J. Heuristics 19 (6) (2013)
Sébastien Vérel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens
On the structure of multiobjective combinatorial search space: MNK-landscapes with correlated objectives. Eur. J. Oper. Res. 227 (2) (2013)
Sébastien Vérel
Fitness landscapes and graphs: multimodularity, ruggedness and neutrality. GECCO (Companion) (2013)
Arnaud Liefooghe, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
What Makes an Instance Difficult for Black-Box 0-1 Evolutionary Multiobjective Optimizers? Artificial Evolution (2013)
Hernán E. Aguirre, Arnaud Liefooghe, Sébastien Vérel, Kiyoshi Tanaka
Population size and scalability in the aeseh evolutionary many-objective algorithm. GECCO (Companion) (2013)
Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini
Local Optima Networks of the Permutation Flow-Shop Problem. Artificial Evolution (2013)
Hernán E. Aguirre, Arnaud Liefooghe, Sébastien Vérel, Kiyoshi Tanaka
Effects of Population Size on Selection and Scalability in Evolutionary Many-Objective Optimization. LION (2013)
Matthieu Basseur, Adrien Goëffon, Arnaud Liefooghe, Sébastien Vérel
On set-based local search for multiobjective combinatorial optimization. GECCO (2013)
Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel
On the Neutrality of Flowshop Scheduling Fitness Landscapes CoRR (2012)
Fabio Daolio, Marco Tomassini, Sébastien Vérel, Gabriela Ochoa
Communities of Minima in Local Optima Networks of Combinatorial Spaces CoRR (2012)
Sébastien Vérel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens
Analyzing the Effect of Objective Correlation on the Efficient Set of MNK-Landscapes CoRR (2012)
Francisco Chicano, Fabio Daolio, Gabriela Ochoa, Sébastien Vérel, Marco Tomassini, Enrique Alba
Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance. PPSN (2) (2012)
Gabriela Ochoa, Sébastien Vérel, Marco Tomassini
First-improvement vs. Best-improvement Local Optima Networks of NK Landscapes CoRR (2012)
Leonardo Vanneschi, Yuri Pirola, Giancarlo Mauri, Marco Tomassini, Philippe Collard, Sébastien Vérel
A study of the neutrality of Boolean function landscapes in genetic programming. Theor. Comput. Sci. 425 (2012)
Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel
The Road to VEGAS: Guiding the Search over Neutral Networks CoRR (2012)
Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini
Local optima networks and the performance of iterated local search CoRR (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sébastien Vérel