Sébastien Vérel

181 papers A 32B 18C 7Journal 63Unranked 58

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	LON/D - Sub-problem Landscape Analysis in Decomposition-Based Multi-objective Optimization. EvoCOP@EvoStar Arnaud Liefooghe, Gabriela Ochoa, Sébastien Vérel
2025	A	`conf`	Local Optima Networks for Constrained Search Spaces. GECCO Jonathan E. Fieldsend, Arnaud Liefooghe, Katherine M. Malan, Sébastien Vérel
2025	—	`conf`	Meta-learning of Univariate Estimation-of-Distribution Algorithms for Pseudo-Boolean Problems. EvoCOP@EvoStar Olivier Goudet, Adrien Goëffon, Frédéric Saubion, Sébastien Vérel
2025	—	`conf`	Scaling Up Pareto Local Optimal Solutions Networks: Modelling Multi-objective Landscapes. IJCCI (2) Gabriela Ochoa, Hernán E. Aguirre, Arnaud Liefooghe, Sébastien Vérel
2025	—	`conf`	Spectral Walsh analysis and surrogate-assisted optimization: example of the bus stops spacing problem. GECCO Companion Valentin Vendi, Sébastien Vérel, Cyril Fonlupt
2024	—	`conf`	Contrasting the Landscapes of Feature Selection Under Different Machine Learning Models. PPSN (1) Arnaud Liefooghe, Ryoji Tanabe, Sébastien Vérel
2024	—	`conf`	Emergence of Strategies for Univariate Estimation-of-Distribution Algorithms with Evolved Neural Networks. GECCO Companion Olivier Goudet, Adrien Goëffon, Frédéric Saubion, Sébastien Vérel
2024	—	`conf`	Funnels in Multi-objective Fitness Landscapes. PPSN (1) Gabriela Ochoa, Arnaud Liefooghe, Sébastien Vérel
2024	J	`jnl`	Models to classify the difficulty of genetic algorithms to solve continuous optimization problems. Nat. Comput. Noel E. Rodríguez-Maya, Juan J. Flores, Sébastien Vérel, Mario Graff
2024	—	`conf`	Sparse Surrogate Model for Optimization: Example of the Bus Stops Spacing Problem. EvoStar Valentin Vendi, Sébastien Vérel, Cyril Fonlupt
2024	—	`conf`	Where the Really Hard Quadratic Assignment Problems Are: The QAP-SAT Instances. EvoStar Sébastien Vérel, Sarah L. Thomson, Omar Rifki
2024	J	`jnl`	Where the Really Hard Quadratic Assignment Problems Are: the QAP-SAT instances. CoRR Sébastien Vérel, Sarah L. Thomson, Omar Rifki
2023	C	`conf`	Feature-Based Benchmarking of Distance-Based Multi/Many-objective Optimisation Problems: A Machine Learning Perspective. EMO Arnaud Liefooghe, Sébastien Vérel, Tinkle Chugh, Jonathan E. Fieldsend, Richard Allmendinger, Kaisa Miettinen
2023	A	`conf`	Fourier Transform-based Surrogates for Permutation Problems. GECCO Francisco Chicano, Bilel Derbel, Sébastien Vérel
2023	C	`conf`	MOEA/D with Adaptive Mutation Operator Based on Walsh Decomposition: Application to Nuclear Reactor Control Optimization. IJCCI Baptiste Gasse, Sébastien Vérel, Jean-Michel Do
2023	—	`conf`	On the Global Structure of PUBOi Fitness Landscapes. GECCO Companion Sara Tari, Gabriela Ochoa, Matthieu Basseur, Sébastien Vérel
2023	A	`conf`	Pareto Local Optimal Solutions Networks with Compression, Enhanced Visualization and Expressiveness. GECCO Arnaud Liefooghe, Gabriela Ochoa, Sébastien Vérel, Bilel Derbel
2023	J	`jnl`	Walsh-based surrogate-assisted multi-objective combinatorial optimization: A fine-grained analysis for pseudo-boolean functions. Appl. Soft Comput. Bilel Derbel, Geoffrey Pruvost, Arnaud Liefooghe, Sébastien Vérel, Qingfu Zhang
2022	A	`conf`	Cost-vs-accuracy of sampling in multi-objective combinatorial exploratory landscape analysis. GECCO Raphaël Cosson, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel, Hernán E. Aguirre, Qingfu Zhang, Kiyoshi Tanaka
2022	B	`ed.`	Evolutionary Computation in Combinatorial Optimization - 22nd European Conference, EvoCOP 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 20-22, 2022, Proceedings EvoCOP Leslie Pérez Cáceres, Sébastien Vérel
2022	—	`conf`	Fractal Dimension and Perturbation Strength: A Local Optima Networks View. PPSN (1) Sarah L. Thomson, Gabriela Ochoa, Sébastien Vérel
2022	B	`conf`	PUBO EvoCOP Sara Tari, Sébastien Vérel, Mahmoud Omidvar
2022	J	`jnl`	The fractal geometry of fitness landscapes at the local optima level. Nat. Comput. Sarah L. Thomson, Gabriela Ochoa, Sébastien Vérel
2021	J	`jnl`	A Fitness Landscape View on the Tuning of an Asynchronous Master-Worker EA for Nuclear Reactor Design. CoRR Mathieu Muniglia, Sébastien Vérel, Jean-Charles Le Pallec, Jean-Michel Do
2021	J	`jnl`	Composition of weighted finite transducers in MapReduce. J. Big Data Bilal Elghadyry, Faissal Ouardi, Sébastien Vérel
2021	J	`jnl`	Efficient parallel derivation of short distinguishing sequences for nondeterministic finite state machines using MapReduce. J. Big Data Bilal Elghadyry, Faissal Ouardi, Zineb Lotfi, Sébastien Vérel
2021	B	`ed.`	Evolutionary Computation in Combinatorial Optimization - 21st European Conference, EvoCOP 2021, Held as Part of EvoStar 2021, Virtual Event, April 7-9, 2021, Proceedings EvoCOP Christine Zarges, Sébastien Vérel
2021	A	`conf`	Landscape features and automated algorithm selection for multi-objective interpolated continuous optimisation problems. GECCO Arnaud Liefooghe, Sébastien Vérel, Benjamin Lacroix, Alexandru-Ciprian Zavoianu, John A. W. McCall
2021	J	`jnl`	Paradiseo: From a Modular Framework for Evolutionary Computation to the Automated Design of Metaheuristics - 22 Years of Paradiseo -. CoRR Johann Dréo, Arnaud Liefooghe, Sébastien Vérel, Marc Schoenauer, Juan Julián Merelo Guervós, Alexandre Quemy, Benjamin Bouvier, Jan Gmys
2021	—	`conf`	Paradiseo: from a modular framework for evolutionary computation to the automated design of metaheuristics: 22 years of Paradiseo. GECCO Companion Johann Dréo, Arnaud Liefooghe, Sébastien Vérel, Marc Schoenauer, Juan Julián Merelo Guervós, Alexandre Quemy, Benjamin Bouvier, Jan Gmys
2021	J	`jnl`	Short term soil moisture forecasts for potato crop farming: A machine learning approach. Comput. Electron. Agric. Amaury Dubois, Fabien Teytaud, Sébastien Vérel
2021	J	`jnl`	Understanding Population Dynamics in Multi- and Many-Objective Evolutionary Algorithms for High-Resolution Approximations. Adv. Oper. Res. Hugo Monzón Maldonado, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
2020	—	`conf`	Bayesian CMA-ES: a new approach. GECCO Companion Eric Benhamou, David Saltiel, Sébastien Vérel
2020	—	`conf`	Dominance, Indicator and Decomposition Based Search for Multi-objective QAP: Landscape Analysis and Automated Algorithm Selection. PPSN (1) Arnaud Liefooghe, Sébastien Vérel, Bilel Derbel, Hernán E. Aguirre, Kiyoshi Tanaka
2020	B	`conf`	Dynamic Compartmental Models for Large Multi-objective Landscapes and Performance Estimation. EvoCOP Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
2020	—	`conf`	Fitness landscape analysis to understand and predict algorithm performance for single- and multi-objective optimization. GECCO Companion Bilel Derbel, Sébastien Vérel
2020	J	`jnl`	Inferring Future Landscapes: Sampling the Local Optima Level. Evol. Comput. Sarah L. Thomson, Gabriela Ochoa, Sébastien Vérel, Nadarajen Veerapen
2020	J	`jnl`	Landscape-Aware Performance Prediction for Evolutionary Multiobjective Optimization. IEEE Trans. Evol. Comput. Arnaud Liefooghe, Fabio Daolio, Sébastien Vérel, Bilel Derbel, Hernán E. Aguirre, Kiyoshi Tanaka
2020	—	`conf`	On Stochastic Fitness Landscapes: Local Optimality and Fitness Landscape Analysis for Stochastic Search Operators. PPSN (2) Brahim Aboutaib, Sébastien Vérel, Cyril Fonlupt, Bilel Derbel, Arnaud Liefooghe, Belaïd Ahiod
2020	A	`conf`	Surrogate-assisted asynchronous multiobjective algorithm for nuclear power plant operations. GECCO V. Drouet, Sébastien Vérel, Jean-Michel Do
2020	A	`conf`	Surrogate-assisted multi-objective combinatorial optimization based on decomposition and walsh basis. GECCO Geoffrey Pruvost, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel, Qingfu Zhang
2019	C	`conf`	Approximating Pareto Set Topology by Cubic Interpolation on Bi-objective Problems. EMO Yuri Marca, Hernán E. Aguirre, Saúl Zapotecas Martínez, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka
2019	—	`conf`	Automatic Calibration of a Farm Irrigation Model: A Multi-Modal Optimization Approach. EA Amaury Dubois, Fabien Teytaud, Éric Ramat, Sébastien Vérel
2019	J	`jnl`	BCMA-ES: A Bayesian approach to CMA-ES. CoRR Eric Benhamou, David Saltiel, Sébastien Vérel, Fabien Teytaud
2019	B	`conf`	Clarifying the Difference in Local Optima Network Sampling Algorithms. EvoCOP Sarah L. Thomson, Gabriela Ochoa, Sébastien Vérel
2019	—	`conf`	Combinatorial Surrogate-Assisted Optimization for Bus Stops Spacing Problem. EA Florian Leprêtre, Cyril Fonlupt, Sébastien Vérel, Virginie Marion
2019	—	`conf`	Dynamic compartmental models for algorithm analysis and population size estimation. GECCO (Companion) Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
2019	C	`conf`	Estimating Relevance of Variables for Effective Recombination. EMO Taishi Ito, Hernán E. Aguirre, Kiyoshi Tanaka, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel
2019	J	`jnl`	Fitness landscapes analysis and adaptive algorithms design for traffic lights optimization on SIALAC benchmark. Appl. Soft Comput. Florian Leprêtre, Cyril Fonlupt, Sébastien Vérel, Virginie Marion, Rolando Armas, Hernán E. Aguirre, Kiyoshi Tanaka
2019	A	`conf`	New features for continuous exploratory landscape analysis based on the SOO tree. FOGA Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
2019	—	`conf`	Studying com partmental models interpolation to estimate MOEAs population size. GECCO (Companion) Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
2019	A	`conf`	Walsh functions as surrogate model for pseudo-boolean optimization problems. GECCO Florian Leprêtre, Sébastien Vérel, Cyril Fonlupt, Virginie Marion
2018	—	`conf`	A Surrogate Model Based on Walsh Decomposition for Pseudo-Boolean Functions. PPSN (2) Sébastien Vérel, Bilel Derbel, Arnaud Liefooghe, Hernán E. Aguirre, Kiyoshi Tanaka
2018	A	`conf`	A set-oriented MOEA/D. GECCO Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
2018	J	`jnl`	An Iterated Local Search to find many solutions of the 6-states Firing Squad Synchronization Problem. Appl. Soft Comput. Manuel Clergue, Sébastien Vérel, Enrico Formenti
2018	A	`conf`	Dominance, epsilon, and hypervolume local optimal sets in multi-objective optimization, and how to tell the difference. GECCO Arnaud Liefooghe, Manuel López-Ibáñez, Luís Paquete, Sébastien Vérel
2018	A	`conf`	Fitness landscape analysis around the optimum in computational protein design. GECCO David Simoncini, Sophie Barbe, Thomas Schiex, Sébastien Vérel
2018	A	`conf`	Multifractality and dimensional determinism in local optima networks. GECCO Sarah L. Thomson, Sébastien Vérel, Gabriela Ochoa, Nadarajen Veerapen, David E. Cairns
2018	—	`conf`	On Pareto Local Optimal Solutions Networks. PPSN (2) Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Manuel López-Ibáñez, Hernán E. Aguirre, Kiyoshi Tanaka
2018	B	`conf`	On the Fractal Nature of Local Optima Networks. EvoCOP Sarah L. Thomson, Sébastien Vérel, Gabriela Ochoa, Nadarajen Veerapen, Paul McMenemy
2018	—	`conf`	Pareto dominance-based MOEAs on problems with difficult pareto set topologies. GECCO (Companion) Yuri Marca, Hernán E. Aguirre, Saúl Zapotecas Martínez, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka
2018	—	`conf`	SIALAC benchmark: on the design of adaptive algorithms for traffic lights problems. GECCO (Companion) Florian Leprêtre, Cyril Fonlupt, Sébastien Vérel, Virginie Marion
2018	—	`conf`	Sampling Local Optima Networks of Large Combinatorial Search Spaces: The QAP Case. PPSN (2) Sébastien Vérel, Fabio Daolio, Gabriela Ochoa, Marco Tomassini
2018	—	`conf`	Studying MOEAs dynamics and their performance using a three compartmental model. GECCO (Companion) Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
2017	C	`conf`	A Fitness Landscape Analysis of Pareto Local Search on Bi-objective Permutation Flowshop Scheduling Problems. EMO Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
2017	—	`conf`	A Fitness Landscape View on the Tuning of an Asynchronous Master-Worker EA for Nuclear Reactor Design. Artificial Evolution Mathieu Muniglia, Sébastien Vérel, Jean-Charles Le Pallec, Jean-Michel Do
2017	C	`conf`	Analysis of a Batch Strategy for a Master-Worker Adaptive Selection Algorithm Framework. IJCCI Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt
2017	A	`conf`	Closed state model for understanding the dynamics of MOEAs. GECCO Hugo Monzón, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
2017	—	`conf`	Learning Variable Importance to Guide Recombination on Many-Objective Optimization. IIAI-AAI Miyako Sagawa, Hernán E. Aguirre, Fabio Daolio, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka
2017	—	`conf`	Massive asynchronous master-worker EA for nuclear reactor optimization: a fitness landscape perspective. GECCO (Companion) Mathieu Muniglia, Sébastien Vérel, Jean-Charles Le Pallec, Jean-Michel Do
2017	—	`conf`	On the Design of a Master-Worker Adaptive Algorithm Selection Framework. Artificial Evolution Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt
2017	J	`jnl`	Problem Features versus Algorithm Performance on Rugged Multiobjective Combinatorial Fitness Landscapes. Evol. Comput. Fabio Daolio, Arnaud Liefooghe, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
2017	B	`conf`	Towards Landscape-Aware Automatic Algorithm Configuration: Preliminary Experiments on Neutral and Rugged Landscapes. EvoCOP Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
2017	—	`conf`	Using Parallel Strategies to Speed up Pareto Local Search. SEAL Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel
2016	A	`conf`	A Fitness Cloud Model for Adaptive Metaheuristic Selection Methods. PPSN Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt
2016	—	`book`	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). Sébastien Vérel
2016	—	`conf`	Learning variable importance to guide recombination. SSCI Miyako Sagawa, Hernán E. Aguirre, Fabio Daolio, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka
2015	—	`conf`	A Feature-Based Performance Analysis in Evolutionary Multiobjective Optimization. EMO (2) Arnaud Liefooghe, Sébastien Vérel, Fabio Daolio, Hernán E. Aguirre, Kiyoshi Tanaka
2015	—	`conf`	Approaches for Many-Objective Optimization: Analysis and Comparison on MNK-Landscapes. Artificial Evolution Hernán E. Aguirre, Saúl Zapotecas Martínez, Arnaud Liefooghe, Sébastien Vérel, Kiyoshi Tanaka
2015	—	`conf`	Distributed Adaptive Metaheuristic Selection: Comparisons of Selection Strategies. Artificial Evolution Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt
2015	—	`conf`	Experiments on Local Search for Bi-objective Unconstrained Binary Quadratic Programming. EMO (1) Arnaud Liefooghe, Sébastien Vérel, Luís Paquete, Jin-Kao Hao
2015	J	`jnl`	Feature Cluster on "Evolutionary multiobjective optimization". Eur. J. Oper. Res. Dimo Brockhoff, Bilel Derbel, Arnaud Liefooghe, Sébastien Vérel
2015	A	`conf`	Global vs Local Search on Multi-objective NK-Landscapes: Contrasting the Impact of Problem Features. GECCO Fabio Daolio, Arnaud Liefooghe, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
2015	—	`conf`	New Adaptive Selection Strategies for Distributed Adaptive Metaheuristic Selection. GECCO (Companion) Christopher Jankee, Sébastien Vérel, Bilel Derbel, Cyril Fonlupt
2014	J	`jnl`	A hybrid metaheuristic for multiobjective unconstrained binary quadratic programming. Appl. Soft Comput. Arnaud Liefooghe, Sébastien Vérel, Jin-Kao Hao
2014	—	`conf`	An Analysis of Differential Evolution Parameters on Rotated Bi-objective Optimization Functions. SEAL Martin Drozdik, Kiyoshi Tanaka, Hernán E. Aguirre, Sébastien Vérel, Arnaud Liefooghe, Bilel Derbel
2014	A	`conf`	An Analysis on Selection for High-Resolution Approximations in Many-Objective Optimization. PPSN Hernán E. Aguirre, Arnaud Liefooghe, Sébastien Vérel, Kiyoshi Tanaka
2014	J	`jnl`	An Analysis on Selection for High-Resolution Approximations in Many-Objective Optimization. CoRR Hernán E. Aguirre, Arnaud Liefooghe, Sébastien Vérel, Kiyoshi Tanaka
2014	J	`jnl`	Distributed localized bi-objective search. Eur. J. Oper. Res. Bilel Derbel, Jérémie Humeau, Arnaud Liefooghe, Sébastien Vérel
2014	J	`jnl`	Local Optima Networks: A New Model of Combinatorial Fitness Landscapes. CoRR Gabriela Ochoa, Sébastien Vérel, Fabio Daolio, Marco Tomassini
2014	A	`conf`	Local Optimal Sets and Bounded Archiving on Multi-objective NK-Landscapes with Correlated Objectives. PPSN Manuel López-Ibáñez, Arnaud Liefooghe, Sébastien Vérel
2014	J	`jnl`	Local Optimal Sets and Bounded Archiving on Multi-objective NK-Landscapes with Correlated Objectives. CoRR Manuel López-Ibáñez, Arnaud Liefooghe, Sébastien Vérel
2014	A	`conf`	On the Impact of Multiobjective Scalarizing Functions. PPSN Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sébastien Vérel
2014	J	`jnl`	On the Impact of Multiobjective Scalarizing Functions. CoRR Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sébastien Vérel
2013	B	`conf`	A study on population size and selection lapse in many-objective optimization. IEEE Congress on Evolutionary Computation Hernán E. Aguirre, Arnaud Liefooghe, Sébastien Vérel, Kiyoshi Tanaka
2013	—	`conf`	Effects of Population Size on Selection and Scalability in Evolutionary Many-Objective Optimization. LION Hernán E. Aguirre, Arnaud Liefooghe, Sébastien Vérel, Kiyoshi Tanaka
2013	—	`conf`	Fitness landscapes and graphs: multimodularity, ruggedness and neutrality. GECCO (Companion) Sébastien Vérel
2013	—	`conf`	Local Optima Networks of the Permutation Flow-Shop Problem. Artificial Evolution Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini
2013	A	`conf`	On set-based local search for multiobjective combinatorial optimization. GECCO Matthieu Basseur, Adrien Goëffon, Arnaud Liefooghe, Sébastien Vérel
2013	J	`jnl`	On the structure of multiobjective combinatorial search space: MNK-landscapes with correlated objectives. Eur. J. Oper. Res. Sébastien Vérel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens
2013	J	`jnl`	ParadisEO-MO: from fitness landscape analysis to efficient local search algorithms. J. Heuristics Jérémie Humeau, Arnaud Liefooghe, El-Ghazali Talbi, Sébastien Vérel
2013	—	`conf`	Population size and scalability in the aeseh evolutionary many-objective algorithm. GECCO (Companion) Hernán E. Aguirre, Arnaud Liefooghe, Sébastien Vérel, Kiyoshi Tanaka
2013	—	`conf`	What Makes an Instance Difficult for Black-Box 0-1 Evolutionary Multiobjective Optimizers? Artificial Evolution Arnaud Liefooghe, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
2012	J	`jnl`	A study of the neutrality of Boolean function landscapes in genetic programming. Theor. Comput. Sci. Leonardo Vanneschi, Yuri Pirola, Giancarlo Mauri, Marco Tomassini, Philippe Collard, Sébastien Vérel
2012	J	`jnl`	Analyzing the Effect of Objective Correlation on the Efficient Set of MNK-Landscapes CoRR Sébastien Vérel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens
2012	J	`jnl`	Clustering of Local Optima in Combinatorial Fitness Landscapes CoRR Gabriela Ochoa, Sébastien Vérel, Fabio Daolio, Marco Tomassini
2012	J	`jnl`	Communities of Minima in Local Optima Networks of Combinatorial Spaces CoRR Fabio Daolio, Marco Tomassini, Sébastien Vérel, Gabriela Ochoa
2012	J	`jnl`	Complex-network analysis of combinatorial spaces: The NK landscape case CoRR Marco Tomassini, Sébastien Vérel, Gabriela Ochoa
2012	J	`jnl`	DAMS: Distributed Adaptive Metaheuristic Selection CoRR Bilel Derbel, Sébastien Vérel
2012	J	`jnl`	First-improvement vs. Best-improvement Local Optima Networks of NK Landscapes CoRR Gabriela Ochoa, Sébastien Vérel, Marco Tomassini
2012	—	`conf`	Fitness landscapes and graphs: multimodularity, ruggedness and neutrality. GECCO (Companion) Sébastien Vérel
2012	J	`jnl`	Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance CoRR Francisco Chicano, Fabio Daolio, Gabriela Ochoa, Sébastien Vérel, Marco Tomassini, Enrique Alba
2012	—	`conf`	Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance. PPSN (2) Francisco Chicano, Fabio Daolio, Gabriela Ochoa, Sébastien Vérel, Marco Tomassini, Enrique Alba
2012	J	`jnl`	Local optima networks and the performance of iterated local search CoRR Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini
2012	A	`conf`	Local optima networks and the performance of iterated local search. GECCO Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini
2012	J	`jnl`	NILS: a Neutrality-based Iterated Local Search and its application to Flowshop Scheduling CoRR Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel
2012	J	`jnl`	On the Effect of Connectedness for Biobjective Multiple and Long Path Problems CoRR Sébastien Vérel, Arnaud Liefooghe, Jérémie Humeau, Laetitia Jourdan, Clarisse Dhaenens
2012	J	`jnl`	On the Neutrality of Flowshop Scheduling Fitness Landscapes CoRR Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel
2012	J	`jnl`	Pareto Local Optima of Multiobjective NK-Landscapes with Correlated Objectives CoRR Sébastien Vérel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens
2012	J	`jnl`	Set-based Multiobjective Fitness Landscapes: A Preliminary Study CoRR Sébastien Vérel, Arnaud Liefooghe, Clarisse Dhaenens
2012	J	`jnl`	The Road to VEGAS: Guiding the Search over Neutral Networks CoRR Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel
2011	—	`conf`	Analyzing the Effect of Objective Correlation on the Efficient Set of MNK-Landscapes. LION Sébastien Vérel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens
2011	J	`jnl`	Centric selection: a way to tune the exploration/exploitation trade-off CoRR David Simoncini, Sébastien Vérel, Philippe Collard, Manuel Clergue
2011	—	`conf`	Clustering of Local Optima in Combinatorial Fitness Landscapes. LION Gabriela Ochoa, Sébastien Vérel, Fabio Daolio, Marco Tomassini
2011	A	`conf`	DAMS: distributed adaptive metaheuristic selection. GECCO Bilel Derbel, Sébastien Vérel
2011	J	`jnl`	Local Optima Networks of NK Landscapes With Neutrality. IEEE Trans. Evol. Comput. Sébastien Vérel, Gabriela Ochoa, Marco Tomassini
2011	J	`jnl`	Local Optima Networks of NK Landscapes with Neutrality CoRR Sébastien Vérel, Gabriela Ochoa, Marco Tomassini
2011	J	`jnl`	Local Optima Networks of the Quadratic Assignment Problem CoRR Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini
2011	—	`conf`	Local Optima Networks with Escape Edges. Artificial Evolution Sébastien Vérel, Fabio Daolio, Gabriela Ochoa, Marco Tomassini
2011	B	`conf`	NILS: A Neutrality-Based Iterated Local Search and Its Application to Flowshop Scheduling. EvoCOP Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel
2011	J	`jnl`	NK landscapes difficulty and Negative Slope Coefficient: How Sampling Influences the Results CoRR Leonardo Vanneschi, Sébastien Vérel, Philippe Collard, Marco Tomassini
2011	—	`conf`	On the Effect of Connectedness for Biobjective Multiple and Long Path Problems. LION Sébastien Vérel, Arnaud Liefooghe, Jérémie Humeau, Laetitia Jourdan, Clarisse Dhaenens
2011	—	`conf`	On the Neutrality of Flowshop Scheduling Fitness Landscapes. LION Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel
2011	B	`conf`	Pareto Local Optima of Multiobjective NK-Landscapes with Correlated Objectives. EvoCOP Sébastien Vérel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens
2011	A	`conf`	Set-based multiobjective fitness landscapes: a preliminary study. GECCO Sébastien Vérel, Arnaud Liefooghe, Clarisse Dhaenens
2011	A	`conf`	The road to VEGAS: guiding the search over neutral networks. GECCO Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel
2010	—	`conf`	First-Improvement vs. Best-Improvement Local Optima Networks of NK Landscapes. PPSN (1) Gabriela Ochoa, Sébastien Vérel, Marco Tomassini
2010	B	`conf`	Local Optima Networks of the Quadratic Assignment Problem. IEEE Congress on Evolutionary Computation Fabio Daolio, Sébastien Vérel, Gabriela Ochoa, Marco Tomassini
2009	A	`conf`	Centric selection: a way to tune the exploration/exploitation trade-off. GECCO David Simoncini, Sébastien Vérel, Philippe Collard, Manuel Clergue
2009	J	`jnl`	Deceptiveness and Neutrality - the ND family of fitness landscapes CoRR William Beaudoin, Sébastien Vérel, Philippe Collard, Cathy Escazut
2009	J	`jnl`	Do not Choose Representation just Change: An Experimental Study in States based EA CoRR Maroun Bercachi, Philippe Collard, Manuel Clergue, Sébastien Vérel
2009	A	`conf`	Do not choose representation just change: an experimental study in states based EA. GECCO Maroun Bercachi, Philippe Collard, Manuel Clergue, Sébastien Vérel
2009	—	`conf`	Fitness landscapes and graphs: multimodularity, ruggedness and neutrality. GECCO (Companion) Sébastien Vérel
2009	—	`conf`	NK Landscapes Difficulty and Negative Slope Coefficient: How Sampling Influences the Results. EvoWorkshops Leonardo Vanneschi, Sébastien Vérel, Marco Tomassini, Philippe Collard
2008	J	`jnl`	A Study of NK Landscapes' Basins and Local Optima Networks CoRR Gabriela Ochoa, Marco Tomassini, Sébastien Vérel, Christian Darabos
2008	A	`conf`	A study of NK landscapes' basins and local optima networks. GECCO Gabriela Ochoa, Marco Tomassini, Sébastien Vérel, Christian Darabos
2008	J	`jnl`	Anisotropic selection in cellular genetic algorithms CoRR David Simoncini, Sébastien Vérel, Philippe Collard, Manuel Clergue
2008	J	`jnl`	Evolving Dynamic Change and Exchange of Genotype Encoding in Genetic Algorithms for Difficult Optimization Problems CoRR Maroun Bercachi, Philippe Collard, Manuel Clergue, Sébastien Vérel
2008	J	`jnl`	From Cells to Islands: An unified Model of Cellular Parallel Genetic Algorithms CoRR David Simoncini, Philippe Collard, Sébastien Vérel, Manuel Clergue
2008	J	`jnl`	Neutral Fitness Landscape in the Cellular Automata Majority Problem CoRR Sébastien Vérel, Philippe Collard, Marco Tomassini, Leonardo Vanneschi
2008	J	`jnl`	On the Influence of Selection Operators on Performances in Cellular Genetic Algorithms CoRR David Simoncini, Philippe Collard, Sébastien Vérel, Manuel Clergue
2008	—	`ch.`	Studying the Effects of Dual Coding on the Adaptation of Representation for Linkage in Evolutionary Algorithms. Linkage in Evolutionary Computation Maroun Bercachi, Philippe Collard, Manuel Clergue, Sébastien Vérel
2008	C	`conf`	The Connectivity of NK Landscapes' Basins - A Network Analysis. ALIFE Sébastien Vérel, Gabriela Ochoa, Marco Tomassini
2008	J	`jnl`	The Connectivity of NK Landscapes' Basins: A Network Analysis CoRR Sébastien Vérel, Gabriela Ochoa, Marco Tomassini
2007	B	`conf`	A Comprehensive View of Fitness Landscapes with Neutrality and Fitness Clouds. EuroGP Leonardo Vanneschi, Marco Tomassini, Philippe Collard, Sébastien Vérel, Yuri Pirola, Giancarlo Mauri
2007	B	`conf`	Density Estimation with Genetic Programming for Inverse Problem Solving. EuroGP Michael Defoin-Platel, Sébastien Vérel, Manuel Clergue, Malik Chami
2007	B	`conf`	Evolving dynamic change and exchange of genotype encoding in genetic algorithms for difficult optimization problems. IEEE Congress on Evolutionary Computation Maroun Bercachi, Philippe Collard, Manuel Clergue, Sébastien Vérel
2007	J	`jnl`	Fitness landscape of the cellular automata majority problem: View from the "Olympus". Theor. Comput. Sci. Sébastien Vérel, Philippe Collard, Marco Tomassini, Leonardo Vanneschi
2007	J	`jnl`	Fitness landscape of the cellular automata majority problem: View from the Olympus CoRR Sébastien Vérel, Philippe Collard, Marco Tomassini, Leonardo Vanneschi
2007	—	`conf`	Fitness landscapes and problem hardness in evolutionary computation. GECCO (Companion) Leonardo Vanneschi, Sébastien Vérel
2007	J	`jnl`	From Royal Road to Epistatic Road for Variable Length Evolution Algorithm CoRR Michael Defoin-Platel, Sébastien Vérel, Manuel Clergue, Philippe Collard
2007	J	`jnl`	How to use the Scuba Diving metaphor to solve problem with neutrality ? CoRR Philippe Collard, Sébastien Vérel, Manuel Clergue
2007	J	`jnl`	Local search heuristics: Fitness Cloud versus Fitness Landscape CoRR Philippe Collard, Sébastien Vérel, Manuel Clergue
2007	J	`jnl`	Measuring the Evolvability Landscape to study Neutrality CoRR Sébastien Vérel, Philippe Collard, Manuel Clergue
2007	B	`conf`	On the influence of selection operators on performances in cellular Genetic Algorithms. IEEE Congress on Evolutionary Computation David Simoncini, Philippe Collard, Sébastien Vérel, Manuel Clergue
2007	J	`jnl`	Scuba Search : when selection meets innovation CoRR Sébastien Vérel, Philippe Collard, Manuel Clergue
2007	J	`jnl`	Where are Bottlenecks in NK Fitness Landscapes? CoRR Sébastien Vérel, Philippe Collard, Manuel Clergue
2006	A	`conf`	Anisotropic selection in cellular genetic algorithms. GECCO David Simoncini, Sébastien Vérel, Philippe Collard, Manuel Clergue
2006	A	`conf`	Deceptiveness and neutrality the ND family of fitness landscapes. GECCO William Beaudoin, Sébastien Vérel, Philippe Collard, Cathy Escazut
2006	—	`conf`	From Cells to Islands: An Unified Model of Cellular Parallel Genetic Algorithms. ACRI David Simoncini, Philippe Collard, Sébastien Vérel, Manuel Clergue
2006	A	`conf`	Measuring the evolvability landscape to study neutrality. GECCO Sébastien Vérel, Philippe Collard, Manuel Clergue
2006	B	`conf`	Negative Slope Coefficient: A Measure to Characterize Genetic Programming Fitness Landscapes. EuroGP Leonardo Vanneschi, Marco Tomassini, Philippe Collard, Sébastien Vérel
2006	—	`conf`	Neutral Fitness Landscape in the Cellular Automata Majority Problem. ACRI Sébastien Vérel, Philippe Collard, Marco Tomassini, Leonardo Vanneschi
2006	J	`jnl`	Neutralité dans les paysages de fitness. Évolution artificielle et neutralité. Tech. Sci. Informatiques Sébastien Vérel, Philippe Collard, Manuel Clergue
2005	—	`—`	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). Sébastien Vérel
2004	—	`conf`	Fitness Clouds and Problem Hardness in Genetic Programming. GECCO (2) Leonardo Vanneschi, Manuel Clergue, Philippe Collard, Marco Tomassini, Sébastien Vérel
2004	A	`conf`	How to Use the Scuba Diving Metaphor to Solve Problems with Neutrality? ECAI Philippe Collard, Sébastien Vérel, Manuel Clergue
2004	A	`conf`	Local Search Heuristics: Fitness Cloud versus Fitness Landscape. ECAI Philippe Collard, Sébastien Vérel, Manuel Clergue
2004	B	`conf`	Scuba search: when selection meets innovation. IEEE Congress on Evolutionary Computation Sébastien Vérel, Philippe Collard, Manuel Clergue
2003	—	`conf`	From Royal Road to Epistatic Road for Variable Length Evolution Algorithm. Artificial Evolution Michael Defoin-Platel, Sébastien Vérel, Manuel Clergue, Philippe Collard
2003	B	`conf`	Where are bottlenecks in NK fitness landscapes? IEEE Congress on Evolutionary Computation Sébastien Vérel, Philippe Collard, Manuel Clergue