Nombre de documents

96

Publications of Sébastien Verel


Article dans une revue11 documents

  • Fabio Daolio, Arnaud Liefooghe, Sébastien Verel, Hernan Aguirre, Kiyoshi Tanaka. Problem Features vs. Algorithm Performance on Rugged Multi-objective Combinatorial Fitness Landscapes. Evolutionary Computation, Massachusetts Institute of Technology Press (MIT Press), 2016, 〈10.1162/EVCO_a_00193〉. 〈hal-01380612〉
  • Arnaud Liefooghe, Sébastien Verel, Jin-Kao Hao. A hybrid metaheuristic for multiobjective unconstrained binary quadratic programming. Applied Soft Computing, Elsevier, 2014, 16, pp.10-19. 〈10.1016/j.asoc.2013.11.008〉. 〈hal-00801793v3〉
  • Bilel Derbel, Jérémie Humeau, Arnaud Liefooghe, Sébastien Verel. Distributed Localized Bi-objective Search. European Journal of Operational Research, Elsevier, 2014, 239, pp.731-743. 〈10.1016/j.ejor.2014.05.040〉. 〈hal-01002520〉
  • Sébastien Verel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens. On the structure of multiobjective combinatorial search space: MNK-landscapes with correlated objectives. European Journal of Operational Research, Elsevier, 2013, 227 (2), pp.331-342. 〈10.1016/j.ejor.2012.12.019〉. 〈hal-00760097〉
  • Jérémie Humeau, Arnaud Liefooghe, El-Ghazali Talbi, Sébastien Verel. ParadisEO-MO: From Fitness Landscape Analysis to Efficient Local Search Algorithms. Journal of Heuristics, Springer Verlag, 2013, 19 (6), pp.881-915. 〈10.1007/s10732-013-9228-8〉. 〈hal-00832029〉
  • Leonardo Vanneschi, Yuri Pirola, Giancarlo Mauri, Philippe Collard, Sébastien Verel. A Study of Neutrality of Boolean Function Landscapes in Genetic Programming. Journal of Theoretical Computer Science (TCS), Elsevier, 2012, 425, pp.34 -- 57. 〈10.1016/j.tcs.2011.03.011〉. 〈hal-00563462〉
  • Fabio Daolio, Marco Tomassini, Sébastien Verel, Gabriela Ochoa. Communities of Minima in Local Optima Networks of Combinatorial Spaces. Physica A: Statistical Mechanics and its Applications, Elsevier, 2011, 390 (9), pp.1684 - 1694. 〈hal-00563461〉
  • Sébastien Verel, Gabriela Ochoa, Marco Tomassini. Local Optima Networks of NK Landscapes with Neutrality. IEEE Transactions on Evolutionary Computation, Institute of Electrical and Electronics Engineers, 2010, volume 14 (6), pp.783 - 797. 〈hal-00488637〉
  • Marco Tomassini, Sébastien Verel, Gabriela Ochoa. Complex-network analysis of combinatorial spaces: The NK landscape case. Physical Review E : Statistical, Nonlinear, and Soft Matter Physics, American Physical Society, 2008, 78 (6), pp.066114. 〈10.1103/PhysRevE.78.066114〉. 〈hal-00354804〉
  • Sébastien Verel, Philippe Collard, Marco Tomassini, Leonardo Vanneschi. Fitness landscape of the cellular automata majority problem: View from the Olympus. Theoretical Computer Science, Elsevier, 2007, 378 (1), pp.54-77. 〈10.1016/j.tcs.2007.01.001〉. 〈hal-00164772〉
  • Sébastien Verel, Philippe Collard, Manuel Clergue. Neutralité dans les paysages de fitness. Évolution artificielle et neutralité. Revue des Sciences et Technologies de l'Information - Série TSI : Technique et Science Informatiques, Lavoisier, 2006, 25 (8 - 9), pp.1023-1048. 〈hal-00164699〉

Communication dans un congrès77 documents

  • Mathieu Muniglia, Le Pallec Jean-Charles, Jean-Michel Do, Sebastien Verel. Design of a load following management for a PWR reactor using an optimization method. M&C 2017 - International Conference on Mathematics & Computational Methods Applied to Nuclear Science & Engineering, Apr 2017, Jeju, South Korea. 2017, International Conference on Mathematics & Computational Methods Applied to Nuclear Science & Engineering. 〈http://www.mc2017.org/〉. 〈hal-01496376〉
  • Christopher Jankee, Sébastien Verel, Cyril Fonlupt, Bilel Derbel. Analysis of a batch strategy for a Master-Worker adaptive selection algorithm framework. 9th International Joint Conference on Computational Intelligence, Nov 2017, Madère, Portugal. 〈hal-01643337〉
  • Christopher Jankee, Sébastien Verel, Cyril Fonlupt, Bilel Derbel. On the Design of a Master-Worker Adaptive Algorithm Selection Framework. In 13th International Conference on Artificial Evolution, Oct 2017, Paris, France. 〈hal-01643354〉
  • Hugo Monzón, Hernan Aguirre, Sébastien Verel, Arnaud Liefooghe, Bilel Derbel, et al.. Closed state model for understanding the dynamics of MOEAs. Genetic and Evolutionary Computation Conference (GECCO 2017), Jul 2017, Berlin, Germany. ACM, 2017, Genetic and Evolutionary Computation Conference (GECCO 2017). 〈http://gecco-2017.sigevo.org〉. 〈hal-01496329〉
  • Arnaud Liefooghe, Bilel Derbel, Sébastien Verel, Hernan Aguirre, Kiyoshi Tanaka. Towards landscape-aware automatic algorithm configuration: preliminary experiments on neutral and rugged landscapes. Bin Hu; Manuel López-Ibáñez. European Conference on Evolutionary Computation in Combinatorial Optimisation (EvoCOP 2017), Apr 2017, Amsterdam, Netherlands. Springer, Lecture Notes in Computer Science, 10197, pp.215-232, 2017, Evolutionary Computation in Combinatorial Optimization. 〈http://www.evostar.org/2017/〉. 〈hal-01496347〉
  • Arnaud Liefooghe, Bilel Derbel, Sebastien Verel, Hernan Aguirre, Kiyoshi Tanaka. A fitness landscape analysis of Pareto local search on bi-objective permutation flowshop scheduling problems. Heike Trautmann; Günter Rudolph; Kathrin Klamroth; Oliver Schütze; Margaret Wiecek; Yaochu Jin; Christian Grimme. 9th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2017), Mar 2017, Münster, Germany. Springer, Lecture Notes in Computer Science, 10173 (422-437), 2017, Evolutionary Multi-Criterion Optimization (EMO 2017). 〈http://www.emo2017.org/〉. 〈10.1007/978-3-319-54157-0_29〉. 〈hal-01496357〉
  • Miyako Sagawa, Hernán Aguirre, Fabio Daolio, Arnaud Liefooghe, Bilel Derbel, et al.. Learning variable importance to guide recombination on many-objective optimization. 5th International Conference on Smart Computing and Artificial Intelligence (SCAI 2017), Jul 2017, Hamamatsu, Japan. 2017. 〈hal-01581247〉
  • Jialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe, Sébastien Verel. Using Parallel Strategies to Speed Up Pareto Local Search. 11th International Conference on Simulated Evolution and Learning (SEAL 2017), Nov 2017, Shenzhen, China. Lecture Notes in Computer Science. 〈http://www.seal2017.com〉. 〈hal-01581257〉
  • Mathieu Muniglia, Jean-Michel Do, Le Pallec Jean-Charles, Hubert Grard, Sébastien Verel, et al.. A Multi-Physics PWR Model for the Load Following. International Congress on Advances in Nuclear Power Plants (ICAPP), Apr 2016, San Francisco, United States. 2016. 〈hal-01355257〉
  • Miyako Sagawa, Hernan Aguirre, Fabio Daolio, Arnaud Liefooghe, Bilel Derbel, et al.. Learning variable importance to guide recombination. IEEE Symposium on Computational Intelligence in Multicriteria Decision-Making (IEEE MCDM 2016), 2016, Athens, Greece. IEEE Symposium on Computational Intelligence in Multicriteria Decision-Making (IEEE MCDM 2016), 2016, 〈http://ssci2016.cs.surrey.ac.uk/MCDM.htm〉. 〈hal-01380646〉
  • Christopher Jankee, Sébastien Verel, Bilel Derbel, Cyril Fonlupt. A Fitness Cloud Model for Adaptive Metaheuristic Selection Methods. Julia Handl; Emma Hart; Peter R. Lewis; Manuel López-Ibáñez; Gabriela Ochoa; Ben Paechter. 14th International Conference on Parallel Problem Solving from Nature (PPSN2016), Sep 2016, Edinburgh, United Kingdom. Springer, 9921, pp.80-90, 2016, Lecture Notes in Computer Science (LNCS). 〈10.1007/978-3-319-45823-6_8〉. 〈hal-01355249〉
  • Hernan Aguirre, Saúl Zapotecas-Martínez, Arnaud Liefooghe, Sébastien Verel, Kiyoshi Tanaka. Approaches for many-objective optimization: analysis and comparison on MNK-landscapes. 13th International Conference on Artificial Evolution (EA 2015), Oct 2015, Lyon, France. Springer, (to appear), 2015, Lecture Notes in Computer Science (LNCS). 〈hal-01178613〉
  • Christopher Jankee, Sébastien Verel, Bilel Derbel, Cyril Fonlupt. Distributed Adaptive Metaheuristic Selection: Comparisons of Selection Strategies. 13th International Conference on Artificial Evolution (EA 2015), Oct 2015, Lyon, France. Springer, pp.83-96, 2015, Lecture Notes in Computer Science (LNCS). 〈hal-01178608〉
  • Arnaud Liefooghe, Sébastien Verel, Fabio Daolio, Hernan Aguirre, Kiyoshi Tanaka. A feature-based performance analysis in evolutionary multiobjective optimization. 8th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2015), 2015, Guimarães, Portugal. 9019, pp.95-109, 2015, Lecture Notes in Computer Science. 〈hal-01093266〉
  • Fabio Daolio, Arnaud Liefooghe, Sébastien Verel, Hernan Aguirre, Kiyoshi Tanaka. Global vs local search on multi-objective NK-landscapes: contrasting the impact of problem features. Genetic and Evolutionary Computation Conference (GECCO 2015), Jul 2015, Madrid, Spain. pp.369-376, 2015, Genetic and Evolutionary Computation Conference (GECCO 2015). 〈10.1145/2739480.2754745〉. 〈hal-01151882〉
  • Arnaud Liefooghe, Sébastien Verel, Luis Paquete, Jin-Kao Hao. Experiments on local search for bi-objective unconstrained binary quadratic programming. EMO - 2015 8th International Conference on Evolutionary Multi-Criterion Optimization, 2015, Guimarães, Portugal. 9018, pp.171-186, 2015, Lecture Notes in Computer Science. 〈10.1007/978-3-319-15934-8_12 〉. 〈hal-01093261〉
  • Hernan Aguirre, Arnaud Liefooghe, Sébastien Verel, Kiyoshi Tanaka. An Analysis on Selection for High-Resolution Approximations in Many-Objective Optimization. Thomas Bartz-Beielstein; Jürgen Branke; Bogdan Filipič; Jim Smith. Parallel Problem Solving from Nature - PPSN XIII, Sep 2014, Ljubljana, Slovenia. Springer International Publishing, 8672, pp.487-497, 2014, Lecture Notes in Computer Science. 〈hal-01066206〉
  • Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sébastien Verel. On the Impact of Multiobjective Scalarizing Functions. Thomas Bartz-Beielstein; Jürgen Branke; Bogdan Filipič; Jim Smith. Parallel Problem Solving from Nature - PPSN XIII, Sep 2014, Ljubljana, Slovenia. Springer International Publishing, 8672, pp.548-557, 2014, Lecture Notes in Computer Science. 〈hal-01066139〉
  • Martin Drozdik, Kiyoshi Tanaka, Hernan Aguirre, Sébastien Verel, Arnaud Liefooghe, et al.. An Analysis of Differential Evolution Parameters on Rotated Bi-objective Optimization Functions. The Tenth International Conference on Simulated Evolution And Learning (SEAL 2014), Dec 2014, Dunedin, New Zealand. Springer, pp.1 - 12, 2014. 〈hal-01066221〉
  • Manuel López-Ibáñez, Arnaud Liefooghe, Sébastien Verel. Local Optimal Sets and Bounded Archiving on Multi-objective NK-Landscapes with Correlated Objectives. Thomas Bartz-Beielstein; Jürgen Branke; Bogdan Filipič; Jim Smith. Parallel Problem Solving from Nature - PPSN XIII, Sep 2014, Ljubljana, Slovenia. Springer International Publishing, 8672, pp.621-630, 2014, Lecture Notes in Computer Science. 〈10.1007/978-3-319-10762-2_61〉. 〈hal-01066123〉
  • Christopher Jankee, Michel Carrard, Sébastien Verel, Eric Ramat. Etude à l'aide d'une simulation informatique multi-agents visant à saisir les conséquences de la réforme des aéroports pour les territoires. 11ème Conférence Annuelle: Territoires, Espaces, et Politiques Publiques, Sep 2014, Nantes, France. 〈hal-01069541〉
  • Hernan Aguirre, Arnaud Liefooghe, Sébastien Verel, Kiyoshi Tanaka. Effects of population size on selection and scalability in evolutionary many-objective optimization. Learning and Intelligent OptimizatioN Conference (LION 7), 2013, Catania, Italy. 7997, pp.450-454, 2013, Lecture Notes in Computer Science. 〈10.1007/978-3-642-44973-4_48〉. 〈hal-00805164〉
  • Anaïs Carlin, Sébastien Verel, Philippe Collard. Modeling Luxury Consumption: An Inter-Income Classes Study of Demand Dynamics and Social Behaviors. Annual Workshop on the Economic Science with Heterogeneous Interacting Agents (WEHIA), Jun 2013, Reykjavik, Iceland. 2013, 〈https://sites.google.com/site/wehia2013/〉. 〈hal-01288725〉
  • Matthieu Basseur, Adrien Goëffon, Arnaud Liefooghe, Sébastien Verel. On set-based local search for multiobjective combinatorial optimization. Genetic and Evolutionary Computation Conference (GECCO 2013), 2013, Amsterdam, Netherlands. pp.471-478, 2013. 〈hal-00805166〉
  • Arnaud Liefooghe, Sébastien Verel, Hernan Aguirre, Kiyoshi Tanaka. What makes an instance difficult for black-box 0-1 evolutionary multiobjective optimizers?. International Conference on Artificial Evolution (EA 2013), 2013, Bordeaux, France. Springer, 8752, pp.3-15, 2014, Lecture Notes in Computer Science. 〈10.1007/978-3-319-11683-9〉. 〈hal-00855252〉
  • Hernan Aguirre, Arnaud Liefooghe, Sébastien Verel, Kiyoshi Tanaka. A study on population size and selection lapse in many-objective optimization. IEEE Congress on Evolutionary Computation (CEC 2013), 2013, Cancún, Mexico. pp.1507-1514, 2013. 〈hal-00825310〉
  • Fabio Daolio, Sébastien Verel, Gabriela Ochoa, Marco Tomassini. Local Optima Networks of the Permutation Flow-Shop Problem. Springer. International Conference on Artificial Evolution (EA 2013), Oct 2013, Bordeaux, France. 2013, Lecture Notes in Computer Science. 〈hal-00945475〉
  • Sébastien Verel. Fitness landscapes and graphs: multimodularity, ruggedness and neutrality. Proceedings of the fifth international conference on Genetic and evolutionary computation conference companion, Jul 2013, Amsterdam, Netherlands. ACM, pp.1013--1034, 2013. 〈hal-00845349〉
  • Marie-Eleonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Verel. Conception de recherche locale en présence de neutralité. ROADEF 2012 : 13e congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Apr 2012, Angers, France. 2012. 〈hal-00840357〉
  • Fabio Daolio, Sébastien Verel, Gabriela Ochoa, Marco Tomassini. Local optima networks and the performance of iterated local search. Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference, Jul 2012, Philadelphia, United States. ACM, pp.369-376, 2012, 〈10.1145/2330163.2330217〉. 〈hal-00741725〉
  • Francisco Chicano, Fabio Daolio, Gabriela Ochoa, Sébastien Verel, Marco Tomassini, et al.. Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance. Coello, CarlosA.Coello and Cutello, Vincenzo and Deb, Kalyanmoy and Forrest, Stephanie and Nicosia, Giuseppe and Pavone, Mario. Parallel Problem Solving from Nature - PPSN XII, Sep 2012, Taormina, Italy. Springer Berlin Heidelberg, 7492, pp.337-347, 2012, Lecture Notes in Computer Science. 〈10.1007/978-3-642-32964-7_34〉. 〈hal-00741842〉
  • Sébastien Verel. Fitness landscapes and graphs: multimodularity, ruggedness and neutrality. Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference companion, Jul 2012, Philadelphia, United States. ACM, pp.1013--1034, 2012, 〈10.1145/2330784.2330927〉. 〈hal-00744887〉
  • Marie-Eleonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Verel. NILS: a Neutrality-based Iterated Local Search and its application to Flowshop Scheduling. Peter Merz and Jin-Kao Hao. 11th European Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2011, Turino, Italy. Springer, 6622, pp.191--202, 2011, Lecture Notes in Computer Science. 〈hal-00563459〉
  • Sébastien Verel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens. Pareto Local Optima of Multiobjective NK-Landscapes with Correlated Objectives. Peter Merz and Jin-Kao Hao. 11th European Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2011, Turino, Italy. Springer, 6622, pp.226--237, 2011, Lecture Notes in Computer Science. 〈hal-00563460〉
  • Marie-Eleonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Verel. The Road to VEGAS: Guiding the Search over Neutral Networks. Genetic And Evolutionary Computation Conference, Jun 2011, Dublin, Ireland. ACM, pp.1979--1986, 2011, 〈10.1145/2001576.2001842〉. 〈hal-00579990〉
  • Sébastien Verel, Arnaud Liefooghe, Clarisse Dhaenens. Set-based Multiobjective Fitness Landscapes: A Preliminary Study. Genetic And Evolutionary Computation Conference, Jun 2011, Dublin, Ireland. ACM, pp.769--776, 2011, 〈10.1145/2001576.2001681〉. 〈hal-00579984〉
  • Bilel Derbel, Sébastien Verel. DAMS: Distributed Adaptive Metaheuristic Selection. Genetic And Evolutionary Computation Conference, Jun 2011, Dublin, Ireland. ACM, pp.1955--1962, 2011, 〈10.1145/2001576.2001839〉. 〈hal-00579993〉
  • Sébastien Verel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens. Analyzing the Effect of Objective Correlation on the Efficient Set of MNK-Landscapes. C.A. Coello Coello. Learning and Intelligent OptimizatioN Conference (LION 5), Jan 2011, Rome, Italy. Springer, 6683/2011, pp.116-130, 2011, Lecture Notes in Computer Science (LNCS). 〈10.1007/978-3-642-25566-3_9〉. 〈hal-00550349〉
  • Sébastien Verel, Arnaud Liefooghe, Jérémie Humeau, Laetitia Jourdan, Clarisse Dhaenens. On the Effect of Connectedness for Biobjective Multiple and Long Path Problems. C.A. Coello Coello. Learning and Intelligent OptimizatioN Conference (LION 5), Jan 2011, Rome, Italy. Springer, 6683, pp.31--45, 2011. 〈hal-00550353〉
  • Gabriela Ochoa, Sébastien Verel, Fabio Daolio, Marco Tomassini. Clustering of Local Optima in Combinatorial Fitness Landscapes. Learning and Intelligent OptimizatioN Conference (LION 5), Jan 2011, Rome, Italy. Springer, 6683/2011, pp.454--457, 2011, 〈10.1007/978-3-642-25566-3_35〉. 〈hal-00550355〉
  • Marie-Eleonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Verel. On the Neutrality of Flowshop Scheduling Fitness Landscapes. Learning and Intelligent OptimizatioN Conference (LION 5), Jan 2011, Rome, Italy. Springer, 6683/2011, pp.238--252, 2011, 〈10.1007/978-3-642-25566-3_18〉. 〈hal-00550356〉
  • Sébastien Verel, Fabio Daolio, Gabriela Ochoa, Marco Tomassini. Local Optima Networks with Escape Edges. International Conference on Artificial Evolution (EA-2011), Oct 2011, Angers, France. pp.10 - 23, 2011. 〈hal-00639522〉
  • Sébastien Verel, Philippe Collard, Manuel Clergue. States based evolutionary algorithm. Workshop selfstar at conference PPSN, Sep 2010, Krakow, Poland. 〈hal-00518206〉
  • Fabio Daolio, Sébastien Verel, Gabriela Ochoa, Marco Tomassini. Local Optima Networks of the Quadratic Assignment Problem. IEEE world conference on computational intelligence (WCCI - CEC), Jul 2010, Barcelona, Spain. pp.3145 - 3152, 2010. 〈hal-00487806〉
  • Gabriela Ochoa, Sébastien Verel, Marco Tomassini. First-improvement vs. Best-improvement Local Optima Networks of NK Landscapes. 11th International Conference on Parallel Problem Solving From Nature, Sep 2010, Krakow, Poland. pp.104 - 113, 2010. 〈hal-00488401〉
  • Sébastien Verel, Gabriela Ochoa. Fitness landscapes and graphs: multimodularity, ruggedness and neutrality. WCCI 2010, Jul 2010, Barcelona, Spain. IEEE, pp.3593--3656, 2010. 〈hal-00460448〉
  • Sébastien Verel, Laetitia Jourdan, Clarisse Dhaenens, Arnaud Liefooghe. Set-based Multiobjective Fitness Landscapes: definition, properties.. 4th Workshop on Theory of Randomized Search Heuristics, Mar 2010, Paris, France. 〈hal-00460442〉
  • Gabriela Ochoa, Sébastien Verel, Marco Tomassini, Fabio Daolio. Local Optima Networks: Current Results and Perspectives. 4th Workshop on Theory of Randomized Search Heuristics, Mar 2010, Paris, France. 〈hal-00460436〉
  • Leonardo Vanneschi, Sébastien Verel, Philippe Collard, Marco Tomassini. NK landscapes difficulty and Negative Slope Coefficient: How Sampling Influences the Results. evoNum workshop of evostar conference, Apr 2009, Tubingen, Germany. Springer, pp.100-110, 2009, LNCS. 〈hal-00403029〉
  • Gabriela Ochoa, Sébastien Verel, Marco Tomassini. Local Optima Networks of NK Landscapes with and without Neutrality. 3rd Workshop on Theory of Randomized Search Heuristics, Oct 2009, Birmingham, United Kingdom. 〈hal-00425367〉
  • Maroun Bercachi, Philippe Collard, Manuel Clergue, Sebastien Verel. Do not Choose Representation just Change: An Experimental Study in States based EA. Genetic and Evolutionary Computation Conference 2009, Jul 2009, Montréal, Canada. 1 (1), 2009. 〈hal-00383711〉
  • Sébastien Verel. Fitness landscapes and graphs: multimodularity, ruggedness and neutrality. GECCO '09, Jul 2009, Montreal, Canada. ACM, pp.3593--3656, 2009, 〈10.1145/1570256.1570431〉. 〈hal-00410186〉
  • David Simoncini, Sébastien Verel, Philippe Collard, Manuel Clergue. Centric selection: a way to tune the exploration/exploitation trade-off. GECCO'09, Jul 2009, Montreal, Canada. ACM, pp.891--898, 2009, 〈10.1145/1569901.1570023〉. 〈hal-00410191〉
  • Maroun Bercachi, Manuel Clergue, Philippe Collard, Sébastien Verel. Do not Choose Representation just Change: An Experimental Study in States based EA. GECCO '09 the 11th Annual conference on Genetic and evolutionary computation, Jul 2009, Montréal, Canada. ACM, pp.1799-1800, 2009, 〈10.1145/1569901.1570168〉. 〈hal-00945549〉
  • Marco Tomassini, Gabriela Ochoa, Sébastien Verel. The network structure of hard combinatorial landscapes.. BCNetWORKSHOP trends and perspectives in complex networks, Dec 2008, Barcelona, Spain. 〈hal-00433254〉
  • Thierry Baccino, Maud Kicka, Laurent Dumercy, Sébastien Verel. Investigating Cognitive Load by Normalized Task-Evoked Pupillary Response. Workshop on Cognition and the Web 2008: Information Processing, Comprehension and Learning, Apr 2008, France. pp.45--52, 2008. 〈hal-00331869〉
  • Sébastien Verel, Gabriela Ochoa, Marco Tomassini. The Connectivity of NK Landscapes' Basins: A Network Analysis. S. Bullock, J. Noble, R. Watson, and M. A. Bedau. Artificial Life XI, Aug 2008, Winchester, France. MIT Press, Cambridge, MA, pp.648-655, 2008. 〈hal-00331864〉
  • Gabriela Ochoa, Marco Tomassini, Sébastien Verel, Christian Darabos. A Study of NK Landscapes' Basins and Local Optima Networks. Genetic And Evolutionary Computation Conference, Jul 2008, Atlanta, United States. ACM New York, NY, USA, pp.555--562, 2008, 〈10.1145/1389095.1389204〉. 〈hal-00331868〉
  • Leonardo Vanneschi, Philippe Collard, Sébastien Verel, Marco Tomassini, Yuri Pirola, et al.. A Comprehensive View of Fitness Landscapes with Neutrality and Fitness Clouds. Marc Ebner and Michael O'Neill and Aniko Ekart and Leonardo Vanneschi and Anna Isabel Esparcia-Alcazar. EuroGP 2007, Apr 2007, Valencia, Spain. Springer, 4445, pp.241--250, 2007, 〈10.1007/978-3-540-71605-1_22〉. 〈hal-00164926〉
  • Michael Defoin Platel, Sébastien Verel, Manuel Clergue, Malik Chami. Density estimation with Genetic Programming for Inverse Problem solving. Marc Ebner and Michael O'Neill and Aniko Ekart and Leonardo Vanneschi and Anna Isabel Esparcia-Alcazar. EuroGP'07, the 10th European Conference on Genetic Programming, Apr 2007, Valencia, Spain. Springer, 4445, pp.45--54, 2007, Lecture Notes in Computer Science. 〈10.1007/978-3-540-71605-1_5〉. 〈hal-00164762〉
  • Maroun Bercachi, Philippe Collard, Manuel Clergue, Sébastien Verel. Evolving Dynamic Change and Exchange of Genotype Encoding in Genetic Algorithms for Difficult Optimization Problems. IEEE Congress on Evolutionary Computation CEC2007, Sep 2007, singapore, Singapore. IEEE Press, pp.4516-4523, 2007. 〈hal-00164788〉
  • David Simoncini, Philippe Collard, Sébastien Verel, Manuel Clergue. On the Influence of Selection Operators on Performances in Cellular Genetic Algorithms. IEEE Congress on Evolutionary Computation CEC2007, Sep 2007, singapore, Singapore. IEEE Press, pp.4706-4713, 2007. 〈hal-00164789〉
  • Leonardo Vanneschi, Sébastien Verel. Fitness landscapes and problem hardness in evolutionary computation. Genetic And Evolutionary Computation Conference, Jul 2007, London, United Kingdom. ACM Press, pp.3690-3733, 2007, Tutorial. 〈10.1145/1274000.1274130〉. 〈hal-00165384〉
  • Sébastien Verel, Philippe Collard, Manuel Clergue. Measuring the Evolvability Landscape to study Neutrality. M. Keijzer and et al. Genetic and Evolutionary Computation -- GECCO-2006, Jul 2006, Seattle, WA, United States. ACM Press, pp.613--614, 2006. 〈hal-00164917〉
  • Leonardo Vanneschi, Marco Tomassini, Philippe Collard, Sébastien Verel. Negative slope coefficient. a measure to characterize genetic programming fitness landscapes. Pierre Collet and Marco Tomassini and Marc Ebner and Steven Gustafson and Aniko Ekart. EUROGP'06, Genetic Programming, 9th European Conference, Apr 2006, France. Springer, 3905, pp.178-189, 2006, Lecture Notes in Computer Science. 〈10.1007/11729976_16〉. 〈hal-00164684〉
  • David Simoncini, Philippe Collard, Sébastien Verel, Manuel Clergue. From Cells to Islands: An unified Model of Cellular Parallel Genetic Algorithms. Samira El Yacoubi and Bastien Chopard and Stefania Bandini. 7th International Conference on Cellular Automata For Research and Industry - ACRI 2006, Sep 2006, Perpignan, France. Springer, 4173, pp.248-257, 2006, Lecture Notes in Computer Science. 〈hal-00164669〉
  • Sébastien Verel, Philippe Collard, Marco Tomassini, Leonardo Vanneschi. Neutral Fitness Landscape in the Cellular Automata Majority Problem. Samira El Yacoubi and Bastien Chopard and Stefania Bandini. 7th International Conference on Cellular Automata For Research and Industry - ACRI 2006, Sep 2006, France. Springer, 4173, pp.258-267, 2006, Lecture Notes in Computer Science. 〈hal-00164673〉
  • Philippe Collard, Giancarlo Mauri, Yuri Pirola, Marco Tomassini, Leonardo Vanneschi, et al.. A Quantitative Study of Neutrality in GP Boolean Landscapes. M. Keijzer et al. Genetic And Evolutionary Computation Conference, Jul 2006, Seatle, United States. ACM Press, pp.895 - 902, 2006, 〈10.1145/1143997.1144152〉. 〈hal-00164691〉
  • William Beaudoin, Sébastien Verel, Philippe Collard, Cathy Escazut. Deceptiveness and Neutrality - the ND family of fitness landscapes. M. Keijzer et al. Genetic And Evolutionary Computation Conference, Jul 2006, Seatle, United States. ACM Press, pp.507 - 514, 2006, 〈10.1145/1143997.1144091〉. 〈hal-00164694〉
  • David Simoncini, Sébastien Verel, Philippe Collard, Manuel Clergue. Anisotropic selection in cellular genetic algorithms. M. Keijzer et al. Genetic And Evolutionary Computation Conference, Jul 2006, Seatle, United States. ACM Press, pp.559 - 566, 2006, 〈10.1145/1143997.1144098〉. 〈hal-00164697〉
  • David Simoncini, Sébastien Verel, Philippe Collard, Manuel Clergue. A preliminary investigation of anisotropic selection in celullar genetic algorithms. Poster at Evolution Artificielle, 7th International Conference, Oct 2005, Lillle, France. 〈hal-00164913〉
  • Philippe Collard, Sébastien Verel, Manuel Clergue. How to use the Scuba Diving metaphor to solve problem with neutrality ?. R. L. de Mantaras ; L. Saitta. ECAI'2004, Aug 2004, Valencia, Spain. IOS Press, pp.166-170, 2004. 〈hal-00160051〉
  • Leonardo Vanneschi, Manuel Clergue, Philippe Collard, Marco Tomassini, Sébastien Verel. Fitness Clouds and Problem Hardness in Genetic Programming. Kalyanmoy Deb ; Riccardo Poli ; Wolfgang Banzhaf ; Hans-Georg Beyer ; Edmund Burke. Genetic and Evolutionary Computation 2004, Jun 2004, Seattle, WA, United States. Springer-Verlag, pp.690--701, 2004, 〈10.1007/b98645〉. 〈hal-00160055〉
  • Sébastien Verel, Philippe Collard, Manuel Clergue. Scuba Search : when selection meets innovation. Evolutionary Computation, 2004. CEC2004, Jun 2004, Portland (Oregon), United States. IEEE Press, pp.924 - 931, 2004, 〈10.1109/CEC.2004.1330960〉. 〈hal-00160035〉
  • Philippe Collard, Sébastien Verel, Manuel Clergue. Local search heuristics: Fitness Cloud versus Fitness Landscape. R. L. de Mantaras and L. Saitta. the 2004 European Conference on Artificial Intelligence (ECAI04), Aug 2004, Valencia, Spain. IOS Press, pp.973 - 974, 2004. 〈hal-00164910〉
  • Michael Defoin Platel, Sebastien Verel, Manuel Clergue, Philippe Collard. From Royal Road to Epistatic Road for Variable Length Evolution Algorithm. Liardet Pierre ; Collet Pierre ; Fonlupt Cyril ; Lutton Evelyne ; Schoenauer Marc. Artificial evolution, Oct 2003, Marseille, France. Springer, Berlin, ALLEMAGNE, pp.3-14, 2003. 〈hal-00159730〉
  • Sébastien Verel, Philippe Collard, Manuel Clergue. Where are Bottlenecks in NK Fitness Landscapes?. Ruhul Sarker ; Robert Reynolds ; Hussein Abbass ; Kay Chen Tan ; Bob McKay ; Daryl Essam ; Tom Gedeon. Evolutionary Computation, 2003. CEC'03, Dec 2003, Canberra, Australia. IEEE Press, pp.273--280, 2003, 〈10.1109/CEC.2003.1299585〉. 〈hal-00159994〉

Poster2 documents

  • Mathieu Muniglia, Sébastien Verel, Le Pallec Jean-Charles, Jean-Michel Do. Massive asynchronous master-worker EA for nuclear reactor optimization: a fitness landscape perspective. Genetic and Evolutionary Computation Conference (GECCO 2017), Jul 2017, Berlin, Germany. 2017, Genetic and Evolutionary Computation Conference Compagnion. 〈http://gecco-2017.sigevo.org/〉. 〈hal-01496392〉
  • Christopher Jankee, Sébastien Verel, Bilel Derbel, Cyril Fonlupt. New Adaptive Selection Strategies for Distributed Adaptive Metaheuristic Selection. Genetic and Evolutionary Computation Conference 2015, Jul 2015, Madrid, Spain. ACM, Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference, GECCO Companion '15, pp.1405--1406, 2015, Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference. 〈10.1145/2739482.2764694〉. 〈hal-01178619〉

Ouvrage (y compris édition critique et traduction)1 document

  • Philippe Collard, Sébastien Verel, Manuel Clergue. Systèmes Complexes : Une introduction par la pratique. Presses polytechniques et universitaires romandes, Publisher of the EPFL Press, 2013, 978-2-88074-991-0. 〈http://www.ppur.org/〉. 〈hal-01284628〉

Chapitre d'ouvrage2 documents

  • Gabriela Ochoa, Sébastien Verel, Fabio Daolio, Marco Tomassini. Local Optima Networks: A New Model of Combinatorial Fitness Landscapes. 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〉. 〈hal-00945508〉
  • Maroun Bercachi, Philippe Collard, Manuel Clergue, Sébastien Verel. Studying the Effects of Dual Coding on the Adaptation of Representation for Linkage in Evolutionary Algorithms. 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〉. 〈hal-00331863〉

Rapport2 documents

  • Bilel Derbel, Dimo Brockhoff, Arnaud Liefooghe, Sébastien Verel. On the Impact of Scalarizing Functions on Evolutionary Multiobjective Optimization. [Research Report] RR-8512, 2014. 〈hal-00968145〉
  • Jérémie Humeau, Arnaud Liefooghe, El-Ghazali Talbi, Sébastien Verel. ParadisEO-MO: From Fitness Landscape Analysis to Efficient Local Search Algorithms. [Research Report] RR-7871, INRIA. 2013. 〈hal-00665421v2〉

Thèse1 document

  • Sébastien Verel. Etude et Exploitation des Réseaux de Neutralité dans les Paysages Adaptatifs pour l'Optimisation Difficile. Autre [cs.OH]. Université Nice Sophia Antipolis, 2005. Français. 〈tel-00159727〉