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ORCIDSébastien Vérel
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- affiliation: University of the Littoral Opal Coast, Calais, France
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2020 – today
- 2024
[j20]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): 431-451 (2024)- [c108]Valentin Vendi, Sébastien Vérel, Cyril Fonlupt:
Sparse Surrogate Model for Optimization: Example of the Bus Stops Spacing Problem. EvoStar 2024: 16-32 - [c107]Sébastien Vérel, Sarah L. Thomson, Omar Rifki:
Where the Really Hard Quadratic Assignment Problems Are: The QAP-SAT Instances. EvoStar 2024: 129-145 - [c106]Olivier Goudet, Adrien Goëffon, Frédéric Saubion, Sébastien Vérel:
Emergence of Strategies for Univariate Estimation-of-Distribution Algorithms with Evolved Neural Networks. GECCO Companion 2024: 195-198 - [c105]Gabriela Ochoa, Arnaud Liefooghe, Sébastien Vérel:
Funnels in Multi-objective Fitness Landscapes. PPSN (1) 2024: 343-359 - [c104]Arnaud Liefooghe, Ryoji Tanabe, Sébastien Vérel:
Contrasting the Landscapes of Feature Selection Under Different Machine Learning Models. PPSN (1) 2024: 360-376 - [i42]Sébastien Vérel, Sarah L. Thomson, Omar Rifki:
Where the Really Hard Quadratic Assignment Problems Are: the QAP-SAT instances. CoRR abs/2403.02783 (2024) - 2023
- [j19]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: 110061 (2023) - [c103]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: 260-273 - [c102]Sara Tari, Gabriela Ochoa, Matthieu Basseur, Sébastien Vérel:
On the Global Structure of PUBOi Fitness Landscapes. GECCO Companion 2023: 247-250 - [c101]Francisco Chicano, Bilel Derbel, Sébastien Vérel:
Fourier Transform-based Surrogates for Permutation Problems. GECCO 2023: 275-283 - [c100]Arnaud Liefooghe, Gabriela Ochoa, Sébastien Vérel, Bilel Derbel:
Pareto Local Optimal Solutions Networks with Compression, Enhanced Visualization and Expressiveness. GECCO 2023: 713-721 - [c99]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: 75-85 - [d1]Arnaud Liefooghe, Gabriela Ochoa, Sébastien Vérel, Bilel Derbel:
Data for GECCO2023 Paper "Pareto Local Optimal Solutions Networks with Compression, Enhanced Visualization and Expressiveness". Zenodo, 2023
- 2022
- [j18]Sarah L. Thomson, Gabriela Ochoa, Sébastien Vérel:
The fractal geometry of fitness landscapes at the local optima level. Nat. Comput. 21(2): 317-333 (2022) - [c98]Sara Tari, Sébastien Vérel, Mahmoud Omidvar:
PUBOi: A Tunable Benchmark with Variable Importance. EvoCOP 2022: 175-190 - [c97]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: 493-501 - [c96]Sarah L. Thomson, Gabriela Ochoa, Sébastien Vérel:
Fractal Dimension and Perturbation Strength: A Local Optima Networks View. PPSN (1) 2022: 562-574 - [e2]Leslie Pérez Cáceres, Sébastien Vérel:
Evolutionary Computation in Combinatorial Optimization - 22nd European Conference, EvoCOP 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 20-22, 2022, Proceedings. Lecture Notes in Computer Science 13222, Springer 2022, ISBN 978-3-031-04147-1 [contents] - 2021
- [j17]Amaury Dubois, Fabien Teytaud, Sébastien Vérel:
Short term soil moisture forecasts for potato crop farming: A machine learning approach. Comput. Electron. Agric. 180: 105902 (2021) - [j16]Bilal Elghadyry, Faissal Ouardi, Sébastien Vérel:
Composition of weighted finite transducers in MapReduce. J. Big Data 8(1): 1-15 (2021) - [j15]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): 145 (2021) - [c95]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: 421-429 - [c94]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: 1522-1530 - [e1]Christine Zarges, Sébastien Vérel:
Evolutionary Computation in Combinatorial Optimization - 21st European Conference, EvoCOP 2021, Held as Part of EvoStar 2021, Virtual Event, April 7-9, 2021, Proceedings. Lecture Notes in Computer Science 12692, Springer 2021, ISBN 978-3-030-72903-5 [contents] - [i41]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 abs/2105.00420 (2021) - [i40]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 abs/2107.11201 (2021) - 2020
- [j14]Sarah L. Thomson, Gabriela Ochoa, Sébastien Vérel, Nadarajen Veerapen:
Inferring Future Landscapes: Sampling the Local Optima Level. Evol. Comput. 28(4): 621-641 (2020) - [j13]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): 1063-1077 (2020) - [c93]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: 99-113 - [c92]Eric Benhamou, David Saltiel, Sébastien Vérel:
Bayesian CMA-ES: a new approach. GECCO Companion 2020: 203-204 - [c91]Geoffrey Pruvost, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel, Qingfu Zhang:
Surrogate-assisted multi-objective combinatorial optimization based on decomposition and walsh basis. GECCO 2020: 542-550 - [c90]Bilel Derbel, Sébastien Vérel:
Fitness landscape analysis to understand and predict algorithm performance for single- and multi-objective optimization. GECCO Companion 2020: 993-1042 - [c89]V. Drouet, Sébastien Vérel, Jean-Michel Do:
Surrogate-assisted asynchronous multiobjective algorithm for nuclear power plant operations. GECCO 2020: 1073-1081 - [c88]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: 33-47 - [c87]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: 97-110
2010 – 2019
- 2019
- [j12]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) - [c86]Florian Leprêtre, Cyril Fonlupt, Sébastien Vérel, Virginie Marion:
Combinatorial Surrogate-Assisted Optimization for Bus Stops Spacing Problem. EA 2019: 42-52 - [c85]Amaury Dubois, Fabien Teytaud, Éric Ramat, Sébastien Vérel:
Automatic Calibration of a Farm Irrigation Model: A Multi-Modal Optimization Approach. EA 2019: 192-204 - [c84]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: 386-398 - [c83]Taishi Ito, Hernán E. Aguirre, Kiyoshi Tanaka, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel:
Estimating Relevance of Variables for Effective Recombination. EMO 2019: 411-423 - [c82]Sarah L. Thomson, Gabriela Ochoa, Sébastien Vérel:
Clarifying the Difference in Local Optima Network Sampling Algorithms. EvoCOP 2019: 163-178 - [c81]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: 72-86 - [c80]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: 227-228 - [c79]Florian Leprêtre, Sébastien Vérel, Cyril Fonlupt, Virginie Marion:
Walsh functions as surrogate model for pseudo-boolean optimization problems. GECCO 2019: 303-311 - [c78]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: 2044-2047 - [i39]Eric Benhamou, David Saltiel, Sébastien Vérel, Fabien Teytaud:
BCMA-ES: A Bayesian approach to CMA-ES. CoRR abs/1904.01401 (2019) - 2018
- [j11]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: 449-461 (2018) - [c77]Sarah L. Thomson, Sébastien Vérel, Gabriela Ochoa, Nadarajen Veerapen, Paul McMenemy:
On the Fractal Nature of Local Optima Networks. EvoCOP 2018: 18-33 - [c76]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: 189-190 - [c75]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: 191-192 - [c74]Florian Leprêtre, Cyril Fonlupt, Sébastien Vérel, Virginie Marion:
SIALAC benchmark: on the design of adaptive algorithms for traffic lights problems. GECCO (Companion) 2018: 288-289 - [c73]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: 324-331 - [c72]David Simoncini, Sophie Barbe, Thomas Schiex, Sébastien Vérel:
Fitness landscape analysis around the optimum in computational protein design. GECCO 2018: 355-362 - [c71]Sarah L. Thomson, Sébastien Vérel, Gabriela Ochoa, Nadarajen Veerapen, David E. Cairns:
Multifractality and dimensional determinism in local optima networks. GECCO 2018: 371-378 - [c70]Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka:
A set-oriented MOEA/D. GECCO 2018: 617-624 - [c69]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: 181-193 - [c68]Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Manuel López-Ibáñez, Hernán E. Aguirre, Kiyoshi Tanaka:
On Pareto Local Optimal Solutions Networks. PPSN (2) 2018: 232-244 - [c67]Sébastien Vérel, Fabio Daolio, Gabriela Ochoa, Marco Tomassini:
Sampling Local Optima Networks of Large Combinatorial Search Spaces: The QAP Case. PPSN (2) 2018: 257-268 - 2017
- [j10]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) - [c66]Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt:
On the Design of a Master-Worker Adaptive Algorithm Selection Framework. Artificial Evolution 2017: 1-15 - [c65]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: 30-46 - [c64]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: 422-437 - [c63]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: 215-232 - [c62]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: 295-296 - [c61]Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka:
Closed state model for understanding the dynamics of MOEAs. GECCO 2017: 609-616 - [c60]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: 874-879 - [c59]Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt:
Analysis of a Batch Strategy for a Master-Worker Adaptive Selection Algorithm Framework. IJCCI 2017: 313-320 - [c58]Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel:
Using Parallel Strategies to Speed up Pareto Local Search. SEAL 2017: 62-74 - 2016
- [b2]Sébastien Vérel:
Apport à l'analyse des paysages de fitness pour l'optimisation mono-objective et multiobjective : Science des systèmes complexes pour l'optimisation par méthodes stochastiques. (Contributions to fitness landscapes analysis for single- and multi-objective optimization : Science of complex systems for optimization with stochastic methods). University of the Littoral Opal Coast, Dunkerque, France, 2016 - [c57]Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt:
A Fitness Cloud Model for Adaptive Metaheuristic Selection Methods. PPSN 2016: 80-90 - [c56]Miyako Sagawa, Hernán E. Aguirre, Fabio Daolio, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka:
Learning variable importance to guide recombination. SSCI 2016: 1-7 - 2015
- [j9]Dimo Brockhoff, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel:
Feature Cluster on "Evolutionary multiobjective optimization". Eur. J. Oper. Res. 243(2): 345-346 (2015) - [c55]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: 14-28 - [c54]Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt:
Distributed Adaptive Metaheuristic Selection: Comparisons of Selection Strategies. Artificial Evolution 2015: 83-96 - [c53]Arnaud Liefooghe, Sébastien Vérel, Fabio Daolio, Hernán E. Aguirre, Kiyoshi Tanaka:
A Feature-Based Performance Analysis in Evolutionary Multiobjective Optimization. EMO (2) 2015: 95-109 - [c52]Arnaud Liefooghe, Sébastien Vérel, Luís Paquete, Jin-Kao Hao:
Experiments on Local Search for Bi-objective Unconstrained Binary Quadratic Programming. EMO (1) 2015: 171-186 - [c51]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: 369-376 - [c50]Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt:
New Adaptive Selection Strategies for Distributed Adaptive Metaheuristic Selection. GECCO (Companion) 2015: 1405-1406 - 2014
- [j8]Arnaud Liefooghe, Sébastien Vérel, Jin-Kao Hao:
A hybrid metaheuristic for multiobjective unconstrained binary quadratic programming. Appl. Soft Comput. 16: 10-19 (2014) - [j7]Bilel Derbel, Jérémie Humeau, Arnaud Liefooghe, Sébastien Vérel:
Distributed localized bi-objective search. Eur. J. Oper. Res. 239(3): 731-743 (2014) - [c49]Hernán E. Aguirre, Arnaud Liefooghe, Sébastien Vérel, Kiyoshi Tanaka:
An Analysis on Selection for High-Resolution Approximations in Many-Objective Optimization. PPSN 2014: 487-497 - [c48]Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sébastien Vérel:
On the Impact of Multiobjective Scalarizing Functions. PPSN 2014: 548-558 - [c47]Manuel López-Ibáñez, Arnaud Liefooghe, Sébastien Vérel:
Local Optimal Sets and Bounded Archiving on Multi-objective NK-Landscapes with Correlated Objectives. PPSN 2014: 621-630 - [c46]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: 143-154 - [i38]Gabriela Ochoa, Sébastien Vérel, Fabio Daolio, Marco Tomassini:
Local Optima Networks: A New Model of Combinatorial Fitness Landscapes. CoRR abs/1402.2959 (2014) - [i37]Manuel López-Ibáñez, Arnaud Liefooghe, Sébastien Vérel:
Local Optimal Sets and Bounded Archiving on Multi-objective NK-Landscapes with Correlated Objectives. CoRR abs/1409.5719 (2014) - [i36]Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sébastien Vérel:
On the Impact of Multiobjective Scalarizing Functions. CoRR abs/1409.5752 (2014) - [i35]Hernán E. Aguirre, Arnaud Liefooghe, Sébastien Vérel, Kiyoshi Tanaka:
An Analysis on Selection for High-Resolution Approximations in Many-Objective Optimization. CoRR abs/1409.7478 (2014) - 2013
- [j6]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): 331-342 (2013) - [j5]Jérémie Humeau, Arnaud Liefooghe, El-Ghazali Talbi, Sébastien Vérel:
ParadisEO-MO: from fitness landscape analysis to efficient local search algorithms. J. Heuristics 19(6): 881-915 (2013) - [c45]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: 3-15 - [c44]Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
Local Optima Networks of the Permutation Flow-Shop Problem. Artificial Evolution 2013: 41-52 - [c43]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: 1507-1514 - [c42]Hernán E. Aguirre, Arnaud Liefooghe, Sébastien Vérel, Kiyoshi Tanaka:
Population size and scalability in the aeseh evolutionary many-objective algorithm. GECCO (Companion) 2013: 85-86 - [c41]Matthieu Basseur, Adrien Goëffon, Arnaud Liefooghe, Sébastien Vérel:
On set-based local search for multiobjective combinatorial optimization. GECCO 2013: 471-478 - [c40]Sébastien Vérel:
Fitness landscapes and graphs: multimodularity, ruggedness and neutrality. GECCO (Companion) 2013: 591-616 - [c39]Hernán E. Aguirre, Arnaud Liefooghe, Sébastien Vérel, Kiyoshi Tanaka:
Effects of Population Size on Selection and Scalability in Evolutionary Many-Objective Optimization. LION 2013: 450-454 - 2012
- [j4]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: 34-57 (2012) - [c38]Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
Local optima networks and the performance of iterated local search. GECCO 2012: 369-376 - [c37]Sébastien Vérel:
Fitness landscapes and graphs: multimodularity, ruggedness and neutrality. GECCO (Companion) 2012: 1013-1034 - [c36]Francisco Chicano, Fabio Daolio, Gabriela Ochoa, Sébastien Vérel, Marco Tomassini, Enrique Alba:
Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance. PPSN (2) 2012: 337-347 - [i34]Marco Tomassini, Sébastien Vérel, Gabriela Ochoa:
Complex-network analysis of combinatorial spaces: The NK landscape case. CoRR abs/1207.4442 (2012) - [i33]Fabio Daolio, Marco Tomassini, Sébastien Vérel, Gabriela Ochoa:
Communities of Minima in Local Optima Networks of Combinatorial Spaces. CoRR abs/1207.4445 (2012) - [i32]Bilel Derbel, Sébastien Vérel:
DAMS: Distributed Adaptive Metaheuristic Selection. CoRR abs/1207.4448 (2012) - [i31]Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel:
NILS: a Neutrality-based Iterated Local Search and its application to Flowshop Scheduling. CoRR abs/1207.4450 (2012) - [i30]Sébastien Vérel, Arnaud Liefooghe, Clarisse Dhaenens:
Set-based Multiobjective Fitness Landscapes: A Preliminary Study. CoRR abs/1207.4451 (2012) - [i29]Sébastien Vérel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens:
Pareto Local Optima of Multiobjective NK-Landscapes with Correlated Objectives. CoRR abs/1207.4452 (2012) - [i28]Gabriela Ochoa, Sébastien Vérel, Marco Tomassini:
First-improvement vs. Best-improvement Local Optima Networks of NK Landscapes. CoRR abs/1207.4455 (2012) - [i27]Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel:
The Road to VEGAS: Guiding the Search over Neutral Networks. CoRR abs/1207.4626 (2012) - [i26]Sébastien Vérel, Arnaud Liefooghe, Jérémie Humeau, Laetitia Jourdan, Clarisse Dhaenens:
On the Effect of Connectedness for Biobjective Multiple and Long Path Problems. CoRR abs/1207.4628 (2012) - [i25]Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel:
On the Neutrality of Flowshop Scheduling Fitness Landscapes. CoRR abs/1207.4629 (2012) - [i24]Sébastien Vérel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens:
Analyzing the Effect of Objective Correlation on the Efficient Set of MNK-Landscapes. CoRR abs/1207.4631 (2012) - [i23]Gabriela Ochoa, Sébastien Vérel, Fabio Daolio, Marco Tomassini:
Clustering of Local Optima in Combinatorial Fitness Landscapes. CoRR abs/1207.4632 (2012) - [i22]Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
Local optima networks and the performance of iterated local search. CoRR abs/1210.3946 (2012) - [i21]Francisco Chicano, Fabio Daolio, Gabriela Ochoa, Sébastien Vérel, Marco Tomassini, Enrique Alba:
Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance. CoRR abs/1210.4021 (2012) - 2011
- [j3]Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
Local Optima Networks of NK Landscapes With Neutrality. IEEE Trans. Evol. Comput. 15(6): 783-797 (2011) - [c35]Sébastien Vérel, Fabio Daolio, Gabriela Ochoa, Marco Tomassini:
Local Optima Networks with Escape Edges. Artificial Evolution 2011: 49-60 - [c34]Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel:
NILS: A Neutrality-Based Iterated Local Search and Its Application to Flowshop Scheduling. EvoCOP 2011: 191-202 - [c33]Sébastien Vérel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens:
Pareto Local Optima of Multiobjective NK-Landscapes with Correlated Objectives. EvoCOP 2011: 226-237 - [c32]Sébastien Vérel, Arnaud Liefooghe, Clarisse Dhaenens:
Set-based multiobjective fitness landscapes: a preliminary study. GECCO 2011: 769-776 - [c31]Bilel Derbel, Sébastien Vérel:
DAMS: distributed adaptive metaheuristic selection. GECCO 2011: 1955-1962 - [c30]Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel:
The road to VEGAS: guiding the search over neutral networks. GECCO 2011: 1979-1986 - [c29]Sébastien Vérel, Arnaud Liefooghe, Jérémie Humeau, Laetitia Jourdan, Clarisse Dhaenens:
On the Effect of Connectedness for Biobjective Multiple and Long Path Problems. LION 2011: 31-45 - [c28]Sébastien Vérel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens:
Analyzing the Effect of Objective Correlation on the Efficient Set of MNK-Landscapes. LION 2011: 116-130 - [c27]Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel:
On the Neutrality of Flowshop Scheduling Fitness Landscapes. LION 2011: 238-252 - [c26]Gabriela Ochoa, Sébastien Vérel, Fabio Daolio, Marco Tomassini:
Clustering of Local Optima in Combinatorial Fitness Landscapes. LION 2011: 454-457 - [i20]Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
Local Optima Networks of the Quadratic Assignment Problem. CoRR abs/1107.4161 (2011) - [i19]Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
Local Optima Networks of NK Landscapes with Neutrality. CoRR abs/1107.4162 (2011) - [i18]David Simoncini, Sébastien Vérel, Philippe Collard, Manuel Clergue:
Centric selection: a way to tune the exploration/exploitation trade-off. CoRR abs/1107.4163 (2011) - [i17]Leonardo Vanneschi, Sébastien Vérel, Philippe Collard, Marco Tomassini:
NK landscapes difficulty and Negative Slope Coefficient: How Sampling Influences the Results. CoRR abs/1107.4164 (2011) - 2010
- [c25]Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
Local Optima Networks of the Quadratic Assignment Problem. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c24]Gabriela Ochoa, Sébastien Vérel, Marco Tomassini:
First-Improvement vs. Best-Improvement Local Optima Networks of NK Landscapes. PPSN (1) 2010: 104-113
2000 – 2009
- 2009
- [c23]Leonardo Vanneschi, Sébastien Vérel, Marco Tomassini, Philippe Collard:
NK Landscapes Difficulty and Negative Slope Coefficient: How Sampling Influences the Results. EvoWorkshops 2009: 645-654 - [c22]David Simoncini, Sébastien Vérel, Philippe Collard, Manuel Clergue:
Centric selection: a way to tune the exploration/exploitation trade-off. GECCO 2009: 891-898 - [c21]Maroun Bercachi, Philippe Collard, Manuel Clergue, Sébastien Vérel:
Do not choose representation just change: an experimental study in states based EA. GECCO 2009: 1799-1800 - [c20]Sébastien Vérel:
Fitness landscapes and graphs: multimodularity, ruggedness and neutrality. GECCO (Companion) 2009: 3593-3656 - [i16]William Beaudoin, Sébastien Vérel, Philippe Collard, Cathy Escazut:
Deceptiveness and Neutrality - the ND family of fitness landscapes. CoRR abs/0901.3769 (2009) - [i15]Maroun Bercachi, Philippe Collard, Manuel Clergue, Sébastien Vérel:
Do not Choose Representation just Change: An Experimental Study in States based EA. CoRR abs/0905.2882 (2009) - 2008
- [c19]Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
The Connectivity of NK Landscapes' Basins - A Network Analysis. ALIFE 2008: 648-655 - [c18]Gabriela Ochoa, Marco Tomassini, Sébastien Vérel, Christian Darabos:
A study of NK landscapes' basins and local optima networks. GECCO 2008: 555-562 - [p1]Maroun Bercachi, Philippe Collard, Manuel Clergue, Sébastien Vérel:
Studying the Effects of Dual Coding on the Adaptation of Representation for Linkage in Evolutionary Algorithms. Linkage in Evolutionary Computation 2008: 249-284 - [i14]David Simoncini, Sébastien Vérel, Philippe Collard, Manuel Clergue:
Anisotropic selection in cellular genetic algorithms. CoRR abs/0802.2429 (2008) - [i13]Sébastien Vérel, Philippe Collard, Marco Tomassini, Leonardo Vanneschi:
Neutral Fitness Landscape in the Cellular Automata Majority Problem. CoRR abs/0803.4240 (2008) - [i12]Maroun Bercachi, Philippe Collard, Manuel Clergue, Sébastien Vérel:
Evolving Dynamic Change and Exchange of Genotype Encoding in Genetic Algorithms for Difficult Optimization Problems. CoRR abs/0803.4241 (2008) - [i11]David Simoncini, Philippe Collard, Sébastien Vérel, Manuel Clergue:
From Cells to Islands: An unified Model of Cellular Parallel Genetic Algorithms. CoRR abs/0803.4248 (2008) - [i10]David Simoncini, Philippe Collard, Sébastien Vérel, Manuel Clergue:
On the Influence of Selection Operators on Performances in Cellular Genetic Algorithms. CoRR abs/0804.0852 (2008) - [i9]Gabriela Ochoa, Marco Tomassini, Sébastien Vérel, Christian Darabos:
A Study of NK Landscapes' Basins and Local Optima Networks. CoRR abs/0810.3484 (2008) - [i8]Sébastien Vérel, Gabriela Ochoa, Marco Tomassini:
The Connectivity of NK Landscapes' Basins: A Network Analysis. CoRR abs/0810.3492 (2008) - 2007
- [j2]Sébastien Vérel, Philippe Collard, Marco Tomassini, Leonardo Vanneschi:
Fitness landscape of the cellular automata majority problem: View from the "Olympus". Theor. Comput. Sci. 378(1): 54-77 (2007) - [c17]Maroun Bercachi, Philippe Collard, Manuel Clergue, Sébastien Vérel:
Evolving dynamic change and exchange of genotype encoding in genetic algorithms for difficult optimization problems. IEEE Congress on Evolutionary Computation 2007: 4516-4523 - [c16]David Simoncini, Philippe Collard, Sébastien Vérel, Manuel Clergue:
On the influence of selection operators on performances in cellular Genetic Algorithms. IEEE Congress on Evolutionary Computation 2007: 4706-4713 - [c15]Michael Defoin-Platel, Sébastien Vérel, Manuel Clergue, Malik Chami:
Density Estimation with Genetic Programming for Inverse Problem Solving. EuroGP 2007: 45-54 - [c14]Leonardo Vanneschi, Marco Tomassini, Philippe Collard, Sébastien Vérel, Yuri Pirola, Giancarlo Mauri:
A Comprehensive View of Fitness Landscapes with Neutrality and Fitness Clouds. EuroGP 2007: 241-250 - [c13]Leonardo Vanneschi, Sébastien Vérel:
Fitness landscapes and problem hardness in evolutionary computation. GECCO (Companion) 2007: 3690-3733 - [i7]Michael Defoin-Platel, Sébastien Vérel, Manuel Clergue, Philippe Collard:
From Royal Road to Epistatic Road for Variable Length Evolution Algorithm. CoRR abs/0707.0548 (2007) - [i6]Sébastien Vérel, Philippe Collard, Manuel Clergue:
Where are Bottlenecks in NK Fitness Landscapes? CoRR abs/0707.0641 (2007) - [i5]Sébastien Vérel, Philippe Collard, Manuel Clergue:
Scuba Search : when selection meets innovation. CoRR abs/0707.0643 (2007) - [i4]Philippe Collard, Sébastien Vérel, Manuel Clergue:
How to use the Scuba Diving metaphor to solve problem with neutrality ? CoRR abs/0707.0652 (2007) - [i3]Sébastien Vérel, Philippe Collard, Marco Tomassini, Leonardo Vanneschi:
Fitness landscape of the cellular automata majority problem: View from the Olympus. CoRR abs/0709.3974 (2007) - [i2]Philippe Collard, Sébastien Vérel, Manuel Clergue:
Local search heuristics: Fitness Cloud versus Fitness Landscape. CoRR abs/0709.4010 (2007) - [i1]Sébastien Vérel, Philippe Collard, Manuel Clergue:
Measuring the Evolvability Landscape to study Neutrality. CoRR abs/0709.4011 (2007) - 2006
- [j1]Sébastien Vérel, Philippe Collard, Manuel Clergue:
Neutralité dans les paysages de fitness. Évolution artificielle et neutralité. Tech. Sci. Informatiques 25(8-9): 1023-1048 (2006) - [c12]David Simoncini, Philippe Collard, Sébastien Vérel, Manuel Clergue:
From Cells to Islands: An Unified Model of Cellular Parallel Genetic Algorithms. ACRI 2006: 248-257 - [c11]Sébastien Vérel, Philippe Collard, Marco Tomassini, Leonardo Vanneschi:
Neutral Fitness Landscape in the Cellular Automata Majority Problem. ACRI 2006: 258-267 - [c10]Leonardo Vanneschi, Marco Tomassini, Philippe Collard, Sébastien Vérel:
Negative Slope Coefficient: A Measure to Characterize Genetic Programming Fitness Landscapes. EuroGP 2006: 178-189 - [c9]William Beaudoin, Sébastien Vérel, Philippe Collard, Cathy Escazut:
Deceptiveness and neutrality the ND family of fitness landscapes. GECCO 2006: 507-514 - [c8]David Simoncini, Sébastien Vérel, Philippe Collard, Manuel Clergue:
Anisotropic selection in cellular genetic algorithms. GECCO 2006: 559-566 - [c7]Sébastien Vérel, Philippe Collard, Manuel Clergue:
Measuring the evolvability landscape to study neutrality. GECCO 2006: 613-614 - 2005
- [b1]Sébastien Vérel:
Etude et Exploitation des Réseaux de Neutralité dans les Paysages Adaptatifs pour l'Optimisation Difficile. (Study and Exploitation of Neutral Networks in Fitness Landscape for Hard Optimization). University of Nice Sophia Antipolis, France, 2005 - 2004
- [c6]Sébastien Vérel, Philippe Collard, Manuel Clergue:
Scuba search: when selection meets innovation. IEEE Congress on Evolutionary Computation 2004: 924-931 - [c5]Philippe Collard, Sébastien Vérel, Manuel Clergue:
How to Use the Scuba Diving Metaphor to Solve Problems with Neutrality? ECAI 2004: 166-170 - [c4]Philippe Collard, Sébastien Vérel, Manuel Clergue:
Local Search Heuristics: Fitness Cloud versus Fitness Landscape. ECAI 2004: 973-974 - [c3]Leonardo Vanneschi, Manuel Clergue, Philippe Collard, Marco Tomassini, Sébastien Vérel:
Fitness Clouds and Problem Hardness in Genetic Programming. GECCO (2) 2004: 690-701 - 2003
- [c2]Michael Defoin-Platel, Sébastien Vérel, Manuel Clergue, Philippe Collard:
From Royal Road to Epistatic Road for Variable Length Evolution Algorithm. Artificial Evolution 2003: 3-14 - [c1]Sébastien Vérel, Philippe Collard, Manuel Clergue:
Where are bottlenecks in NK fitness landscapes? IEEE Congress on Evolutionary Computation 2003: 273-280
Coauthor Index
[c105] [c104] [j19] [c103] [c100] [d1] [c97] [c95] [c94] [i41] [j13] [c93] [c91] [c88] [c87] [c84] [c83] [c81] [c80] [c78] [c76] [c75] [c73] [c70] [c69] [c68] [j10] [c64] [c63] [c61] [c60] [c58] [c56] [j9] [c55] [c53] [c52] [c51] [j8] [j7] [c49] [c48] [c47] [c46] [i37] [i36] [i35] [j6] [j5] [c45] [c43] [c42] [c41] [c39] [i31] [i30] [i29] [i27] [i26] [i25] [i24] [c34] [c33] [c32] [c30] [c29] [c28] [c27]
Laetitia Vermeulen-Jourdan
aka: Laetitia Jourdan
aka: Laetitia Jourdan
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