Marc Schoenauer

321 papers A* 7A 58B 32C 4Journal 116Unranked 86

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Evolutionary Retrofitting. ACM Trans. Evol. Learn. Optim. Mathurin Videau, Mariia Zameshina, Alessandro Ferreira Leite, Laurent Najman, Marc Schoenauer, Olivier Teytaud
2025	J	`jnl`	CausalProfiler: Generating Synthetic Benchmarks for Rigorous and Transparent Evaluation of Causal Machine Learning. CoRR Panayiotis Panayiotou, Audrey Poinsot, Alessandro Ferreira Leite, Nicolas Chesneau, Marc Schoenauer, Özgür Simsek
2025	A	`conf`	Evolutionary Computation: Back to the Future. GECCO Marc Schoenauer
2025	J	`jnl`	From Bytes to Ideas: Language Modeling with Autoregressive U-Nets. CoRR Mathurin Videau, Badr Youbi Idrissi, Alessandro Ferreira Leite, Marc Schoenauer, Olivier Teytaud, David Lopez-Paz
2025	J	`jnl`	Memetic semantic boosting for symbolic regression. Genet. Program. Evolvable Mach. Alessandro Ferreira Leite, Marc Schoenauer
2025	J	`jnl`	Mixture of Experts for Image Classification: What's the Sweet Spot? Trans. Mach. Learn. Res. Mathurin Videau, Alessandro Ferreira Leite, Marc Schoenauer, Olivier Teytaud
2025	—	`conf`	Position: Causal Machine Learning Requires Rigorous Synthetic Experiments for Broader Adoption. ICML (Position Papers) Audrey Poinsot, Panayiotis Panayiotou, Alessandro Ferreira Leite, Nicolas Chesneau, Özgür Simsek, Marc Schoenauer
2025	J	`jnl`	Position: Causal Machine Learning Requires Rigorous Synthetic Experiments for Broader Adoption. CoRR Audrey Poinsot, Panayiotis Panayiotou, Alessandro Ferreira Leite, Nicolas Chesneau, Özgür Simsek, Marc Schoenauer
2025	J	`jnl`	Tuning without Peeking: Provable Privacy and Generalization Bounds for LLM Post-Training. CoRR Ismail Labiad, Mathurin Videau, Matthieu Kowalski, Marc Schoenauer, Alessandro Ferreira Leite, Julia Kempe, Olivier Teytaud
2024	J	`jnl`	An implicit GNN solver for Poisson-like problems. Comput. Math. Appl. Matthieu Nastorg, Michele Alessandro Bucci, Thibault Faney, Jean-Marc Gratien, Guillaume Charpiat, Marc Schoenauer
2024	J	`jnl`	Evolutionary Pre-Prompt Optimization for Mathematical Reasoning. CoRR Mathurin Videau, Alessandro Ferreira Leite, Marc Schoenauer, Olivier Teytaud
2024	J	`jnl`	Evolutionary Retrofitting. CoRR Mathurin Videau, Mariia Zameshina, Alessandro Ferreira Leite, Laurent Najman, Marc Schoenauer, Olivier Teytaud
2024	A*	`conf`	Learning Structural Causal Models through Deep Generative Models: Methods, Guarantees, and Challenges. IJCAI Audrey Poinsot, Alessandro Ferreira Leite, Nicolas Chesneau, Michèle Sebag, Marc Schoenauer
2024	J	`jnl`	Learning Structural Causal Models through Deep Generative Models: Methods, Guarantees, and Challenges. CoRR Audrey Poinsot, Alessandro Ferreira Leite, Nicolas Chesneau, Michèle Sebag, Marc Schoenauer
2024	J	`jnl`	ML4PhySim : Machine Learning for Physical Simulations Challenge (The airfoil design). CoRR Mouadh Yagoubi, Milad Leyli-Abadi, David Danan, Jean-Patrick Brunet, Jocelyn Ahmed Mazari, Florent Bonnet, Asma Farjallah, Marc Schoenauer, Patrick Gallinari
2024	J	`jnl`	Mixture of Experts in Image Classification: What's the Sweet Spot? CoRR Mathurin Videau, Alessandro Ferreira Leite, Marc Schoenauer, Olivier Teytaud
2024	—	`conf`	Multi-Level GNN Preconditioner for Solving Large Scale Problems. IPDPS (Workshops) Matthieu Nastorg, Jean-Marc Gratien, Thibault Faney, Michele Alessandro Bucci, Guillaume Charpiat, Marc Schoenauer
2024	J	`jnl`	Multi-Level GNN Preconditioner for Solving Large Scale Problems. CoRR Matthieu Nastorg, Jean-Marc Gratien, Thibault Faney, Michele Alessandro Bucci, Guillaume Charpiat, Marc Schoenauer
2024	J	`jnl`	NeurIPS 2024 ML4CFD Competition: Harnessing Machine Learning for Computational Fluid Dynamics in Airfoil Design. CoRR Mouadh Yagoubi, David Danan, Milad Leyli-Abadi, Jean-Patrick Brunet, Jocelyn Ahmed Mazari, Florent Bonnet, Maroua Gmati, Asma Farjallah, Paola Cinnella, Patrick Gallinari, Marc Schoenauer
2023	J	`jnl`	An Implicit GNN Solver for Poisson-like problems. CoRR Matthieu Nastorg, Michele Alessandro Bucci, Thibault Faney, Jean-Marc Gratien, Guillaume Charpiat, Marc Schoenauer
2023	A	`conf`	Interactive Latent Diffusion Model. GECCO Mathurin Videau, Nickolai Knizev, Alessandro Ferreira Leite, Marc Schoenauer, Olivier Teytaud
2023	J	`jnl`	Interpretable learning of effective dynamics for multiscale systems. CoRR Emmanuel Menier, Sebastian Kaltenbach, Mouadh Yagoubi, Marc Schoenauer, Petros Koumoutsakos
2023	B	`conf`	Memetic Semantic Genetic Programming for Symbolic Regression. EuroGP Alessandro Ferreira Leite, Marc Schoenauer
2023	J	`jnl`	Meta-Learning for Airflow Simulations with Graph Neural Networks. CoRR Wenzhuo Liu, Mouadh Yagoubi, Marc Schoenauer
2023	J	`jnl`	MultiZenoTravel: a Tunable Benchmark for Multi-Objective Planning with Known Pareto Front. CoRR Alexandre Quemy, Marc Schoenauer, Johann Dréo
2022	—	`conf`	An Analogy based Approach for Solving Target Sense Verification. NLPIR Georgios Zervakis, Emmanuel Vincent, Miguel Couceiro, Marc Schoenauer, Esteban Marquer
2022	J	`jnl`	CD-ROM: Complementary Deep-Reduced Order Model. CoRR Emmanuel Menier, Michele Alessandro Bucci, Mouadh Yagoubi, Lionel Mathelin, Marc Schoenauer
2022	J	`jnl`	Continuous Methods : Adaptively intrusive reduced order model closure. CoRR Emmanuel Menier, Michele Alessandro Bucci, Mouadh Yagoubi, Lionel Mathelin, Thibault Dairay, Raphaël Meunier, Marc Schoenauer
2022	J	`jnl`	Continuous Methods : Hamiltonian Domain Translation. CoRR Emmanuel Menier, Michele Alessandro Bucci, Mouadh Yagoubi, Lionel Mathelin, Marc Schoenauer
2022	J	`jnl`	DS-GPS : A Deep Statistical Graph Poisson Solver (for faster CFD simulations). CoRR Matthieu Nastorg, Marc Schoenauer, Guillaume Charpiat, Thibault Faney, Jean-Marc Gratien, Michele Alessandro Bucci
2022	A*	`conf`	Learning meta-features for AutoML. ICLR Herilalaina Rakotoarison, Louisot Milijaona, Andry Rasoanaivo, Michèle Sebag, Marc Schoenauer
2022	B	`conf`	Multi-objective Genetic Programming for Explainable Reinforcement Learning. EuroGP Mathurin Videau, Alessandro Ferreira Leite, Olivier Teytaud, Marc Schoenauer
2021	J	`jnl`	DISCO Verification: Division of Input Space into COnvex polytopes for neural network verification. CoRR Julien Girard-Satabin, Aymeric Varasse, Marc Schoenauer, Guillaume Charpiat, Zakaria Chihani
2021	J	`jnl`	Frugal Machine Learning. CoRR Mikhail Evchenko, Joaquin Vanschoren, Holger H. Hoos, Marc Schoenauer, Michèle Sebag
2021	—	`conf`	Multi-resolution Graph Neural Networks for PDE Approximation. ICANN (3) Wenzhuo Liu, Mouadh Yagoubi, Marc Schoenauer
2021	—	`conf`	On Refining BERT Contextualized Embeddings using Semantic Lexicons. MLSMKG@PKDD/ECML Georgios Zervakis, Emmanuel Vincent, Miguel Couceiro, Marc Schoenauer
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`	Zoetrope Genetic Programming for Regression. CoRR Aurélie Boisbunon, Carlo Fanara, Ingrid Grenet, Jonathan Daeden, Alexis Vighi, Marc Schoenauer
2021	A	`conf`	Zoetrope genetic programming for regression. GECCO Aurélie Boisbunon, Carlo Fanara, Ingrid Grenet, Jonathan Daeden, Alexis Vighi, Marc Schoenauer
2020	—	`ed.`	Artificial Evolution - 14th International Conference, Évolution Artificielle, EA 2019, Mulhouse, France, October 29-30, 2019, Revised Selected Papers EA Lhassane Idoumghar, Pierrick Legrand, Arnaud Liefooghe, Evelyne Lutton, Nicolas Monmarché, Marc Schoenauer
2020	A	`conf`	CAMUS: A Framework to Build Formal Specifications for Deep Perception Systems Using Simulators. ECAI Julien Girard-Satabin, Guillaume Charpiat, Zakaria Chihani, Marc Schoenauer
2020	A*	`conf`	Deep Statistical Solvers. NeurIPS Balthazar Donon, Zhengying Liu, Wenzhuo Liu, Isabelle Guyon, Antoine Marot, Marc Schoenauer
2020	J	`jnl`	LEAP nets for system identification and application to power systems. Neurocomputing Balthazar Donon, Benjamin Donnot, Isabelle Guyon, Zhengying Liu, Antoine Marot, Patrick Panciatici, Marc Schoenauer
2020	J	`jnl`	The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities. Artif. Life Joel Lehman, Jeff Clune, Dusan Misevic, Christoph Adami, Lee Altenberg, Julie Beaulieu, Peter J. Bentley, Samuel Bernard, Guillaume Beslon, David M. Bryson, Nick Cheney, Patryk Chrabaszcz, Antoine Cully, Stéphane Doncieux, Fred C. Dyer, Kai Olav Ellefsen, Robert Feldt, Stephan Fischer, Stephanie Forrest, Antoine Frénoy, Christian Gagné, Léni K. Le Goff, Laura M. Grabowski, Babak Hodjat, Frank Hutter, Laurent Keller, Carole Knibbe, Peter Krcah, Richard E. Lenski, Hod Lipson, Robert MacCurdy, Carlos Maestre, Risto Miikkulainen, Sara Mitri, David E. Moriarty, Jean-Baptiste Mouret, Anh Nguyen, Charles Ofria, Marc Parizeau, David P. Parsons, Robert T. Pennock, William F. Punch, Thomas S. Ray, Marc Schoenauer, Eric Schulte, Karl Sims, Kenneth O. Stanley, François Taddei, Danesh Tarapore, Simon Thibault, Richard A. Watson, Westley Weimer, Jason Yosinski
2019	J	`jnl`	Automated Machine Learning with Monte-Carlo Tree Search (Extended Version). CoRR Herilalaina Rakotoarison, Marc Schoenauer, Michèle Sebag
2019	A*	`conf`	Automated Machine Learning with Monte-Carlo Tree Search. IJCAI Herilalaina Rakotoarison, Marc Schoenauer, Michèle Sebag
2019	J	`jnl`	CAMUS: A Framework to Build Formal Specifications for Deep Perception Systems Using Simulators. CoRR Julien Girard-Satabin, Guillaume Charpiat, Zakaria Chihani, Marc Schoenauer
2019	B	`conf`	LEAP nets for power grid perturbations. ESANN Benjamin Donnot, Balthazar Donon, Isabelle Guyon, Zhengying Liu, Antoine Marot, Patrick Panciatici, Marc Schoenauer
2019	J	`jnl`	LEAP nets for power grid perturbations. CoRR Benjamin Donnot, Balthazar Donon, Isabelle Guyon, Zhengying Liu, Antoine Marot, Patrick Panciatici, Marc Schoenauer
2019	—	`conf`	Multi-Domain Adversarial Learning. ICLR (Poster) Alice Schoenauer Sebag, Louise Heinrich, Marc Schoenauer, Michèle Sebag, Lani F. Wu, Steven J. Altschuler
2019	J	`jnl`	Multi-Domain Adversarial Learning. CoRR Alice Schoenauer Sebag, Louise Heinrich, Marc Schoenauer, Michèle Sebag, Lani F. Wu, Steven J. Altschuler
2019	B	`conf`	On the Behaviour of Differential Evolution for Problems with Dynamic Linear Constraints. CEC Maryam Hasani-Shoreh, Maria Yaneli Ameca-Alducin, Wilson Blaikie, Marc Schoenauer
2019	J	`jnl`	On the Behaviour of Differential Evolution for Problems with Dynamic Linear Constraints. CoRR Maryam Hasani-Shoreh, Maria Yaneli Ameca-Alducin, Wilson Blaikie, Frank Neumann, Marc Schoenauer
2019	—	`conf`	Optimizing coverage of simulated driving scenarios for the autonomous vehicle. ICCVE Marc Nabhan, Marc Schoenauer, Yves Tourbier, Hiba Hage
2019	A	`conf`	Promoting semantic diversity in multi-objective genetic programming. GECCO Edgar Galván, Marc Schoenauer
2018	J	`jnl`	An artificial immune system for offline isolated handwritten arabic character recognition. Evol. Syst. Chaouki Boufenar, Mohamed Batouche, Marc Schoenauer
2018	B	`conf`	Anticipating contingengies in power grids using fast neural net screening. IJCNN Benjamin Donnot, Isabelle Guyon, Marc Schoenauer, Antoine Marot, Patrick Panciatici
2018	—	`ed.`	Artificial Evolution - 13th International Conference, Évolution Artificielle, EA 2017, Paris, France, October 25-27, 2017, Revised Selected Papers Artificial Evolution Evelyne Lutton, Pierrick Legrand, Pierre Parrend, Nicolas Monmarché, Marc Schoenauer
2018	—	`conf`	Bio-inspired approaches to anomaly and intrusion detection. GECCO (Companion) Luis Martí, Marc Schoenauer
2018	B	`conf`	Fast Power system security analysis with Guided Dropout. ESANN Benjamin Donnot, Isabelle Guyon, Antoine Marot, Marc Schoenauer, Patrick Panciatici
2018	J	`jnl`	Fast Power system security analysis with Guided Dropout. CoRR Benjamin Donnot, Isabelle Guyon, Marc Schoenauer, Antoine Marot, Patrick Panciatici
2018	—	`conf`	Optimization of computational budget for power system risk assessment. ISGT Europe Benjamin Donnot, Isabelle Guyon, Antoine Marot, Marc Schoenauer, Patrick Panciatici
2018	J	`jnl`	Optimization of computational budget for power system risk assessment. CoRR Benjamin Donnot, Isabelle Guyon, Antoine Marot, Marc Schoenauer, Patrick Panciatici
2018	J	`jnl`	The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities. CoRR Joel Lehman, Jeff Clune, Dusan Misevic, Christoph Adami, Lee Altenberg, Julie Beaulieu, Peter J. Bentley, Samuel Bernard, Guillaume Beslon, David M. Bryson, Patryk Chrabaszcz, Nick Cheney, Antoine Cully, Stéphane Doncieux, Fred C. Dyer, Kai Olav Ellefsen, Robert Feldt, Stephan Fischer, Stephanie Forrest, Antoine Frénoy, Christian Gagné, Leni K. Le Goff, Laura M. Grabowski, Babak Hodjat, Frank Hutter, Laurent Keller, Carole Knibbe, Peter Krcah, Richard E. Lenski, Hod Lipson, Robert MacCurdy, Carlos Maestre, Risto Miikkulainen, Sara Mitri, David E. Moriarty, Jean-Baptiste Mouret, Anh Nguyen, Charles Ofria, Marc Parizeau, David P. Parsons, Robert T. Pennock, William F. Punch, Thomas S. Ray, Marc Schoenauer, Eric Schulte, Karl Sims, Kenneth O. Stanley, François Taddei, Danesh Tarapore, Simon Thibault, Westley Weimer, Richard A. Watson, Jason Yosinski
2018	—	`conf`	Tutorials at PPSN 2018. PPSN (2) Gisele Lobo Pappa, Michael T. M. Emmerich, Ana L. C. Bazzan, Will N. Browne, Kalyanmoy Deb, Carola Doerr, Marko Durasevic, Michael G. Epitropakis, Saemundur O. Haraldsson, Domagoj Jakobovic, Pascal Kerschke, Krzysztof Krawiec, Per Kristian Lehre, Xiaodong Li, Andrei Lissovoi, Pekka Malo, Luis Martí, Yi Mei, Juan Julián Merelo Guervós, Julian F. Miller, Alberto Moraglio, Antonio J. Nebro, Su Nguyen, Gabriela Ochoa, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Marc Schoenauer, Roman Senkerik, Ankur Sinha, Ofer M. Shir, Dirk Sudholt, L. Darrell Whitley, Mark Wineberg, John R. Woodward, Mengjie Zhang
2017	—	`conf`	ASAP.V2 and ASAP.V3: Sequential optimization of an Algorithm Selector and a Scheduler. OASC François Gonard, Marc Schoenauer, Michèle Sebag
2017	—	`conf`	Dynamic GP fitness cases in static and dynamic optimisation problems. GECCO (Companion) Edgar Galván López, Lucia Vázquez-Mendoza, Marc Schoenauer, Leonardo Trujillo
2017	J	`jnl`	Introducing machine learning for power system operation support. CoRR Benjamin Donnot, Isabelle Guyon, Marc Schoenauer, Patrick Panciatici, Antoine Marot
2017	—	`conf`	On the Use of Dynamic GP Fitness Cases in Static and Dynamic Optimisation Problems. Artificial Evolution Edgar Galván López, Lucia Vázquez-Mendoza, Marc Schoenauer, Leonardo Trujillo
2017	A	`conf`	Per instance algorithm configuration of CMA-ES with limited budget. GECCO Nacim Belkhir, Johann Dréo, Pierre Savéant, Marc Schoenauer
2017	A	`conf`	Progressively adding objectives: a case study in anomaly detection. GECCO Luis Martí, Arsène Fansi Tchango, Laurent Navarro, Marc Schoenauer
2017	J	`jnl`	Stochastic Gradient Descent: Going As Fast As Possible But Not Faster. CoRR Alice Schoenauer Sebag, Marc Schoenauer, Michèle Sebag
2017	J	`jnl`	Toward Optimal Run Racing: Application to Deep Learning Calibration. CoRR Olivier Bousquet, Sylvain Gelly, Karol Kurach, Marc Schoenauer, Michèle Sebag, Olivier Teytaud, Damien Vincent
2016	A	`conf`	Anomaly Detection with the Voronoi Diagram Evolutionary Algorithm. PPSN Luis Martí, Arsène Fansi Tchango, Laurent Navarro, Marc Schoenauer
2016	J	`jnl`	Anomaly Detection with the Voronoi Diagram Evolutionary Algorithm. CoRR Luis Martí, Arsène Fansi Tchango, Laurent Navarro, Marc Schoenauer
2016	—	`conf`	Anti Imitation-Based Policy Learning. ECML/PKDD (2) Michèle Sebag, Riad Akrour, Basile Mayeur, Marc Schoenauer
2016	—	`ed.`	Artificial Evolution - 12th International Conference, Evolution Artificielle, EA 2015, Lyon, France, October 26-28, 2015. Revised Selected Papers Artificial Evolution Stéphane Bonnevay, Pierrick Legrand, Nicolas Monmarché, Evelyne Lutton, Marc Schoenauer
2016	A	`conf`	Feature Based Algorithm Configuration: A Case Study with Differential Evolution. PPSN Nacim Belkhir, Johann Dréo, Pierre Savéant, Marc Schoenauer
2016	A	`conf`	On the Use of Semantics in Multi-objective Genetic Programming. PPSN Edgar Galván López, Efrén Mezura-Montes, Ouassim Ait ElHara, Marc Schoenauer
2016	—	`conf`	Surrogate Assisted Feature Computation for Continuous Problems. LION Nacim Belkhir, Johann Dréo, Pierre Savéant, Marc Schoenauer
2016	—	`conf`	VorAIS: A Multi-Objective Voronoi Diagram-based Artificial Immune System. GECCO (Companion) Luis Martí, Arsène Fansi Tchango, Laurent Navarro, Marc Schoenauer
2015	—	`conf`	Demand-Side Management: Optimising Through Differential Evolution Plug-in Electric Vehicles to Partially Fulfil Load Demand. IJCCI (Selected Papers) Edgar Galván López, Marc Schoenauer, Constantinos Patsakis, Leonardo Trujillo
2015	—	`conf`	Design of an Autonomous Intelligent Demand-Side Management System by using Electric Vehicles as Mobile Energy Storage Units by Means of Evolutionary Algorithms. IJCCI (ECTA) Edgar Galván López, Marc Schoenauer, Constantinos Patsakis
2015	—	`conf`	Greedy Semantic Local Search for Small Solutions. Artificial Evolution Robyn Ffrancon, Marc Schoenauer
2015	—	`conf`	Greedy Semantic Local Search for Small Solutions. GECCO (Companion) Robyn Ffrancon, Marc Schoenauer
2015	A	`conf`	Memetic Semantic Genetic Programming. GECCO Robyn Ffrancon, Marc Schoenauer
2015	—	`conf`	Parameter Setting for Multicore CMA-ES with Large Populations. Artificial Evolution Nacim Belkhir, Johann Dréo, Pierre Savéant, Marc Schoenauer
2015	—	`conf`	Solving Large MultiZenoTravel Benchmarks with Divide-and-Evolve. LION Alexandre Quemy, Marc Schoenauer, Vincent Vidal, Johann Dréo, Pierre Savéant
2015	B	`conf`	True Pareto Fronts for Multi-objective AI Planning Instances. EvoCOP Alexandre Quemy, Marc Schoenauer
2014	—	`ed.`	Artificial Evolution - 11th International Conference, Evolution Artificielle, EA 2013, Bordeaux, France, October 21-23, 2013. Revised Selected Papers Artificial Evolution Pierrick Legrand, Marc-Michel Corsini, Jin-Kao Hao, Nicolas Monmarché, Evelyne Lutton, Marc Schoenauer
2014	A	`conf`	Maximum Likelihood-Based Online Adaptation of Hyper-Parameters in CMA-ES. PPSN Ilya Loshchilov, Marc Schoenauer, Michèle Sebag, Nikolaus Hansen
2014	J	`jnl`	Maximum Likelihood-based Online Adaptation of Hyper-parameters in CMA-ES. CoRR Ilya Loshchilov, Marc Schoenauer, Michèle Sebag, Nikolaus Hansen
2014	A*	`conf`	Programming by Feedback. ICML Marc Schoenauer, Riad Akrour, Michèle Sebag, Jean-Christophe Souplet
2014	J	`jnl`	Racing Multi-Objective Selection Probabilities. CoRR Gaétan Marceau, Marc Schoenauer
2014	A	`conf`	Racing Multi-objective Selection Probabilities. PPSN Gaétan Marceau-Caron, Marc Schoenauer
2013	A	`conf`	Bandit-Based Search for Constraint Programming. CP Manuel Loth, Michèle Sebag, Youssef Hamadi, Marc Schoenauer
2013	—	`conf`	Bi-population CMA-ES agorithms with surrogate models and line searches. GECCO (Companion) Ilya Loshchilov, Marc Schoenauer, Michèle Sebag
2013	J	`jnl`	Computational Methods for Probabilistic Inference of Sector Congestion in Air Traffic Management. CoRR Gaétan Marceau, Pierre Savéant, Marc Schoenauer
2013	J	`jnl`	Guest editorial: special issue - revised selected papers of the LION 6 conference. Ann. Math. Artif. Intell. Youssef Hamadi, Marc Schoenauer
2013	—	`conf`	Hybridizing Constraint Programming and Monte-Carlo Tree Search: Application to the Job Shop Problem. LION Manuel Loth, Michèle Sebag, Youssef Hamadi, Marc Schoenauer, Christian Schulte
2013	A	`conf`	Intensive surrogate model exploitation in self-adaptive surrogate-assisted cma-es (saacm-es). GECCO Ilya Loshchilov, Marc Schoenauer, Michèle Sebag
2013	J	`jnl`	KL-based Control of the Learning Schedule for Surrogate Black-Box Optimization. CoRR Ilya Loshchilov, Marc Schoenauer, Michèle Sebag
2013	J	`jnl`	Multi-Objective AI Planning: Comparing Aggregation and Pareto Approaches CoRR Mostepha Redouane Khouadjia, Marc Schoenauer, Vincent Vidal, Johann Dréo, Pierre Savéant
2013	B	`conf`	Multi-objective AI Planning: Comparing Aggregation and Pareto Approaches. EvoCOP Mostepha Redouane Khouadjia, Marc Schoenauer, Vincent Vidal, Johann Dréo, Pierre Savéant
2013	C	`conf`	Multi-objective AI Planning: Evaluating DaE YAHSP on a Tunable Benchmark. EMO Mostepha Redouane Khouadjia, Marc Schoenauer, Vincent Vidal, Johann Dréo, Pierre Savéant
2013	J	`jnl`	Multiobjective Tactical Planning under Uncertainty for Air Traffic Flow and Capacity Management. CoRR Gaétan Marceau, Pierre Savéant, Marc Schoenauer
2013	—	`conf`	Multiobjective optimization for reducing delays and congestion in air traffic management. GECCO (Companion) Gaétan Marceau, Pierre Savéant, Marc Schoenauer
2013	B	`conf`	Multiobjective tactical planning under uncertainty for air traffic flow and capacity management. IEEE Congress on Evolutionary Computation Gaétan Marceau Caron, Pierre Savéant, Marc Schoenauer
2013	A*	`conf`	Pareto-Based Multiobjective AI Planning. IJCAI Mostepha Redouane Khouadjia, Marc Schoenauer, Vincent Vidal, Johann Dréo, Pierre Savéant
2013	J	`jnl`	Quality Measures of Parameter Tuning for Aggregated Multi-Objective Temporal Planning CoRR Mostepha Redouane Khouadjia, Marc Schoenauer, Vincent Vidal, Johann Dréo, Pierre Savéant
2013	—	`conf`	Quality Measures of Parameter Tuning for Aggregated Multi-Objective Temporal Planning. LION Mostepha Redouane Khouadjia, Marc Schoenauer, Vincent Vidal, Johann Dréo, Pierre Savéant
2013	J	`jnl`	Strategic Planning in Air Traffic Control as a Multi-objective Stochastic Optimization Problem. CoRR Gaétan Marceau, Pierre Savéant, Marc Schoenauer
2013	J	`jnl`	Sustainable Cooperative Coevolution with a Multi-Armed Bandit CoRR François-Michel De Rainville, Michèle Sebag, Christian Gagné, Marc Schoenauer, Denis Laurendeau
2013	A	`conf`	Sustainable cooperative coevolution with a multi-armed bandit. GECCO François-Michel De Rainville, Michèle Sebag, Christian Gagné, Marc Schoenauer, Denis Laurendeau
2012	A	`conf`	A Multi-objective Approach to Balance Buildings Construction Cost and Energy Efficiency. ECAI Álvaro Fialho, Youssef Hamadi, Marc Schoenauer
2012	—	`conf`	APRIL: Active Preference Learning-Based Reinforcement Learning. ECML/PKDD (2) Riad Akrour, Marc Schoenauer, Michèle Sebag
2012	J	`jnl`	APRIL: Active Preference-learning based Reinforcement Learning CoRR Riad Akrour, Marc Schoenauer, Michèle Sebag
2012	—	`ch.`	Adaptive Operator Selection and Management in Evolutionary Algorithms. Autonomous Search Jorge Maturana, Álvaro Fialho, Frédéric Saubion, Marc Schoenauer, Frédéric Lardeux, Michèle Sebag
2012	J	`jnl`	Alternative Restart Strategies for CMA-ES CoRR Ilya Loshchilov, Marc Schoenauer, Michèle Sebag
2012	—	`conf`	Alternative Restart Strategies for CMA-ES. PPSN (1) Ilya Loshchilov, Marc Schoenauer, Michèle Sebag
2012	—	`ed.`	Artificial Evolution - 10th International Conference, Evolution Artificielle, EA 2011, Angers, France, October 24-26, 2011, Revised Selected Papers Artificial Evolution Jin-Kao Hao, Pierrick Legrand, Pierre Collet, Nicolas Monmarché, Evelyne Lutton, Marc Schoenauer
2012	A	`conf`	Asynchronous master/slave moeas and heterogeneous evaluation costs. GECCO Mouadh Yagoubi, Marc Schoenauer
2012	J	`jnl`	Benchmarking of Continuous Black Box Optimization Algorithms. Evol. Comput. Anne Auger, Nikolaus Hansen, Marc Schoenauer
2012	J	`jnl`	Black-box optimization benchmarking of IPOP-saACM-ES and BIPOP-saACM-ES on the BBOB-2012 noiseless testbed CoRR Ilya Loshchilov, Marc Schoenauer, Michèle Sebag
2012	—	`conf`	Black-box optimization benchmarking of IPOP-saACM-ES and BIPOP-saACM-ES on the BBOB-2012 noiseless testbed. GECCO (Companion) Ilya Loshchilov, Marc Schoenauer, Michèle Sebag
2012	J	`jnl`	Black-box optimization benchmarking of IPOP-saACM-ES on the BBOB-2012 noisy testbed CoRR Ilya Loshchilov, Marc Schoenauer, Michèle Sebag
2012	—	`conf`	Black-box optimization benchmarking of IPOP-saACM-ES on the BBOB-2012 noisy testbed. GECCO (Companion) Ilya Loshchilov, Marc Schoenauer, Michèle Sebag
2012	—	`conf`	Black-box optimization benchmarking of NIPOP-aCMA-ES and NBIPOP-aCMA-ES on the BBOB-2012 noiseless testbed. GECCO (Companion) Ilya Loshchilov, Marc Schoenauer, Michèle Sebag
2012	J	`jnl`	Editorial for the Special Issue on Automated Design and Assessment of Heuristic Search Methods. Evol. Comput. Gabriela Ochoa, Mike Preuss, Thomas Bartz-Beielstein, Marc Schoenauer
2012	J	`jnl`	Increasing Air Traffic: What is the Problem? CoRR Areski Hadjaz, Gaétan Marceau, Pierre Savéant, Marc Schoenauer
2012	—	`ed.`	Learning and Intelligent Optimization - 6th International Conference, LION 6, Paris, France, January 16-20, 2012, Revised Selected Papers LION Youssef Hamadi, Marc Schoenauer
2012	J	`jnl`	Multi-Objective AI Planning: Evaluating DAE-YAHSP on a Tunable Benchmark CoRR Mostepha Redouane Khouadjia, Marc Schoenauer, Vincent Vidal, Johann Dréo, Pierre Savéant
2012	J	`jnl`	Online Learning for Ground Trajectory Prediction CoRR Areski Hadjaz, Gaétan Marceau, Pierre Savéant, Marc Schoenauer
2012	J	`jnl`	Pilot, Rollout and Monte Carlo Tree Search Methods for Job Shop Scheduling CoRR Thomas Philip Runarsson, Marc Schoenauer, Michèle Sebag
2012	—	`conf`	Pilot, Rollout and Monte Carlo Tree Search Methods for Job Shop Scheduling. LION Thomas Philip Runarsson, Marc Schoenauer, Michèle Sebag
2012	J	`jnl`	Self-Adaptive Surrogate-Assisted Covariance Matrix Adaptation Evolution Strategy CoRR Ilya Loshchilov, Marc Schoenauer, Michèle Sebag
2012	A	`conf`	Self-adaptive surrogate-assisted covariance matrix adaptation evolution strategy. GECCO Ilya Loshchilov, Marc Schoenauer, Michèle Sebag
2012	J	`jnl`	The grand challenge of computer Go: Monte Carlo tree search and extensions. Commun. ACM Sylvain Gelly, Levente Kocsis, Marc Schoenauer, Michèle Sebag, David Silver, Csaba Szepesvári, Olivier Teytaud
2011	—	`conf`	A Rigorous Runtime Analysis for Quasi-Random Restarts and Decreasing Stepsize. Artificial Evolution Marc Schoenauer, Fabien Teytaud, Olivier Teytaud
2011	A	`conf`	Adaptive coordinate descent. GECCO Ilya Loshchilov, Marc Schoenauer, Michèle Sebag
2011	—	`conf`	Artificial gene regulatory networks and spatial computation: A case study. ECAL Sylvain Cussat-Blanc, Nicolas Bredèche, Hervé Luga, Yves Duthen, Marc Schoenauer
2011	B	`conf`	Asynchronous Evolutionary Multi-Objective Algorithms with heterogeneous evaluation costs. IEEE Congress on Evolutionary Computation Mouadh Yagoubi, Ludovic Thobois, Marc Schoenauer
2011	J	`jnl`	Impacts of invariance in search: When CMA-ES and PSO face ill-conditioned and non-separable problems. Appl. Soft Comput. Nikolaus Hansen, Raymond Ros, Nikolas Mauny, Marc Schoenauer, Anne Auger
2011	—	`conf`	Instance-based parameter tuning for evolutionary AI planning. GECCO (Companion) Mátyás Brendel, Marc Schoenauer
2011	—	`conf`	Instance-based parameter tuning for evolutionary AI planning. GECCO (Companion) Mátyás Brendel, Marc Schoenauer
2011	—	`conf`	Learn-and-Optimize: A Parameter Tuning Framework for Evolutionary AI Planning. Artificial Evolution Mátyás Brendel, Marc Schoenauer
2011	C	`conf`	Not All Parents Are Equal for MO-CMA-ES. EMO Ilya Loshchilov, Marc Schoenauer, Michèle Sebag
2011	—	`conf`	On-Board Evolutionary Algorithm and Off-Line Rule Discovery for Column Formation in Swarm Robotics. IAT Asuki Kouno, Jean-Marc Montanier, Shigeru Takano, Nicolas Bredèche, Marc Schoenauer, Michèle Sebag, Einoshin Suzuki
2011	—	`conf`	Optimizing architectural and structural aspects of buildings towards higher energy efficiency. GECCO (Companion) Álvaro Fialho, Youssef Hamadi, Marc Schoenauer
2011	—	`conf`	Preference-Based Policy Learning. ECML/PKDD (1) Riad Akrour, Marc Schoenauer, Michèle Sebag
2011	J	`jnl`	Robustness and the Halting Problem for Multicellular Artificial Ontogeny. IEEE Trans. Evol. Comput. Alexandre Devert, Nicolas Bredèche, Marc Schoenauer
2011	—	`conf`	Simple tools for multimodal optimization. GECCO (Companion) Marc Schoenauer, Fabien Teytaud, Olivier Teytaud
2010	A	`conf`	A mono surrogate for multiobjective optimization. GECCO Ilya Loshchilov, Marc Schoenauer, Michèle Sebag
2010	—	`conf`	A pareto-compliant surrogate approach for multiobjective optimization. GECCO (Companion) Ilya Loshchilov, Marc Schoenauer, Michèle Sebag
2010	A*	`conf`	An Evolutionary Metaheuristic Based on State Decomposition for Domain-Independent Satisficing Planning. ICAPS Jacques Bibai, Pierre Savéant, Marc Schoenauer, Vincent Vidal
2010	J	`jnl`	Analyzing bandit-based adaptive operator selection mechanisms. Ann. Math. Artif. Intell. Álvaro Fialho, Luís Da Costa, Marc Schoenauer, Michèle Sebag
2010	—	`ed.`	Artifical Evolution, 9th International Conference, Evolution Artificielle, EA, 2009, Strasbourg, France, October 26-28, 2009. Revised Selected Papers Artificial Evolution Pierre Collet, Nicolas Monmarché, Pierrick Legrand, Marc Schoenauer, Evelyne Lutton
2010	—	`conf`	Cellular Automata with Irregular Structure: A Compact Representation. SASO Workshops Jana Baran, Pavel Petrovic, Marc Schoenauer
2010	—	`conf`	Comparison-Based Adaptive Strategy Selection with Bandits in Differential Evolution. PPSN (1) Álvaro Fialho, Raymond Ros, Marc Schoenauer, Michèle Sebag
2010	—	`conf`	Comparison-Based Optimizers Need Comparison-Based Surrogates. PPSN (1) Ilya Loshchilov, Marc Schoenauer, Michèle Sebag
2010	—	`conf`	Dominance-Based Pareto-Surrogate for Multi-Objective Optimization. SEAL Ilya Loshchilov, Marc Schoenauer, Michèle Sebag
2010	J	`jnl`	Evolving Genes to Balance a Pole CoRR Miguel Nicolau, Marc Schoenauer, Wolfgang Banzhaf
2010	B	`conf`	Evolving Genes to Balance a Pole. EuroGP Miguel Nicolau, Marc Schoenauer, Wolfgang Banzhaf
2010	J	`jnl`	Experimental Comparisons of Derivative Free Optimization Algorithms CoRR Anne Auger, Nikolaus Hansen, Jorge M. Perez Zerpa, Raymond Ros, Marc Schoenauer
2010	—	`conf`	Fitness-AUC bandit adaptive strategy selection vs. the probability matching one within differential evolution: an empirical comparison on the bbob-2010 noiseless testbed. GECCO (Companion) Álvaro Fialho, Marc Schoenauer, Michèle Sebag
2010	B	`conf`	On the Benefit of Sub-optimality within the Divide-and-Evolve Scheme. EvoCOP Jacques Bibai, Pierre Savéant, Marc Schoenauer, Vincent Vidal
2010	A	`conf`	On the generality of parameter tuning in evolutionary planning. GECCO Jacques Bibai, Pierre Savéant, Marc Schoenauer, Vincent Vidal
2010	—	`conf`	Open-Ended Evolutionary Robotics: An Information Theoretic Approach. PPSN (1) Pierre Delarboulas, Marc Schoenauer, Michèle Sebag
2010	J	`jnl`	Open-Ended Evolutionary Robotics: an Information Theoretic Approach CoRR Pierre Delarboulas, Marc Schoenauer, Michèle Sebag
2010	A	`conf`	Toward comparison-based adaptive operator selection. GECCO Álvaro Fialho, Marc Schoenauer, Michèle Sebag
2009	B	`conf`	A Statistical Learning Perspective of Genetic Programming. EuroGP Nur Merve Amil, Nicolas Bredèche, Christian Gagné, Sylvain Gelly, Marc Schoenauer, Olivier Teytaud
2009	A	`conf`	Analysis of adaptive operator selection techniques on the royal road and long k-path problems. GECCO Álvaro Fialho, Marc Schoenauer, Michèle Sebag
2009	A	`conf`	Bringing evolutionary computation to industrial applications with guide. GECCO Luís Da Costa, Marc Schoenauer
2009	B	`conf`	Divide-And-Evolve Facing State-of-the-Art Temporal Planners during the 6th International Planning Competition. EvoCOP Jacques Bibai, Marc Schoenauer, Pierre Savéant
2009	—	`conf`	Dynamic Multi-Armed Bandits and Extreme Value-Based Rewards for Adaptive Operator Selection in Evolutionary Algorithms. LION Álvaro Fialho, Luís Da Costa, Marc Schoenauer, Michèle Sebag
2009	J	`jnl`	Editorial Introduction Evol. Comput. Marc Schoenauer
2009	J	`jnl`	Editorial Introduction. Evol. Comput. Marc Schoenauer
2009	A	`conf`	Evolving specific network statistical properties using a gene regulatory network model. GECCO Miguel Nicolau, Marc Schoenauer
2009	B	`conf`	Experimental Comparisons of Derivative Free Optimization Algorithms. SEA Anne Auger, Nikolaus Hansen, Jorge M. Perez Zerpa, Raymond Ros, Marc Schoenauer
2009	B	`conf`	Extreme compass and Dynamic Multi-Armed Bandits for Adaptive Operator Selection. IEEE Congress on Evolutionary Computation Jorge Maturana, Álvaro Fialho, Frédéric Saubion, Marc Schoenauer, Michèle Sebag
2009	—	`conf`	Extreme: dynamic multi-armed bandits for adaptive operator selection. GECCO (Companion) Álvaro Fialho, Luís Da Costa, Marc Schoenauer, Michèle Sebag
2009	J	`jnl`	On the evolution of scale-free topologies with a gene regulatory network model. Biosyst. Miguel Nicolau, Marc Schoenauer
2009	—	`conf`	The impact of network topology on self-organizing maps. GEC Summit Fei Jiang, Hugues Berry, Marc Schoenauer
2009	—	`conf`	Validation of a Morphogenesis Model of Drosophila Early Development by a Multi-objective Evolutionary Optimization Algorithm. EvoBIO Rui Dilão, Daniele Muraro, Miguel Nicolau, Marc Schoenauer
2008	A	`conf`	Adaptive operator selection with dynamic multi-armed bandits. GECCO Luís Da Costa, Álvaro Fialho, Marc Schoenauer, Michèle Sebag
2008	—	`ed.`	Artificial Evolution, 8th International Conference, Evolution Artificielle, EA 2007, Tours, France, October 29-31, 2007, Revised Selected Papers Artificial Evolution Nicolas Monmarché, El-Ghazali Talbi, Pierre Collet, Marc Schoenauer, Evelyne Lutton
2008	—	`conf`	Artificial Ontogeny for Truss Structure Design. SASO Workshops Alexandre Devert, Nicolas Bredèche, Marc Schoenauer
2008	—	`ch.`	Divide-and-Evolve: a Sequential Hybridization Strategy Using Evolutionary Algorithms. Advances in Metaheuristics for Hard Optimization Marc Schoenauer, Pierre Savéant, Vincent Vidal
2008	J	`jnl`	Editorial Introduction. Evol. Comput. Marc Schoenauer
2008	B	`conf`	Evolving scale-free topologies using a Gene Regulatory Network model. IEEE Congress on Evolutionary Computation Miguel Nicolau, Marc Schoenauer
2008	A	`conf`	Extreme Value Based Adaptive Operator Selection. PPSN Álvaro Fialho, Luís Da Costa, Marc Schoenauer, Michèle Sebag
2008	A	`conf`	Supervised and Evolutionary Learning of Echo State Networks. PPSN Fei Jiang, Hugues Berry, Marc Schoenauer
2008	A	`conf`	Unsupervised learning of echo state networks: balancing the double pole. GECCO Fei Jiang, Hugues Berry, Marc Schoenauer
2007	A	`conf`	Autonomous selection in evolutionary algorithms. GECCO A. E. Eiben, Marc Schoenauer, D. W. F. van Krevelen, M. C. Hobbelman, M. A. ten Hagen, R. C. van het Schip
2007	J	`jnl`	Editorial Introduction. Evol. Comput. Marc Schoenauer
2007	J	`jnl`	Editorial Introduction. Evol. Comput. Marc Schoenauer
2007	J	`jnl`	Ensemble Learning for Free with Evolutionary Algorithms ? CoRR Christian Gagné, Michèle Sebag, Marc Schoenauer, Marco Tomassini
2007	A	`conf`	Ensemble learning for free with evolutionary algorithms? GECCO Christian Gagné, Michèle Sebag, Marc Schoenauer, Marco Tomassini
2007	J	`jnl`	Evolutionary Mesh Numbering: Preliminary Results CoRR Francis Sourd, Marc Schoenauer
2007	J	`jnl`	Evolving Symbolic Controllers CoRR Nicolas Godzik, Marc Schoenauer, Michèle Sebag
2007	—	`conf`	Exploring selection mechanisms for an agent-based distributed evolutionary algorithm. GECCO (Companion) A. E. Eiben, Marc Schoenauer, Juan Luis Jiménez Laredo, Pedro Ángel Castillo Valdivieso, Antonio Miguel Mora, Juan Julián Merelo Guervós
2007	J	`jnl`	GUIDE: Unifying Evolutionary Engines through a Graphical User Interface CoRR Pierre Collet, Marc Schoenauer
2007	B	`conf`	Identification of the isotherm function in chromatography using CMA-ES. IEEE Congress on Evolutionary Computation Mohamed Jebalia, Anne Auger, Marc Schoenauer, François James, Marie Postel
2007	J	`jnl`	In Memoriam Laurence J. Fogel. Evol. Comput. Marc Schoenauer
2007	J	`jnl`	Optimising the topology of complex neural networks CoRR Fei Jiang, Hugues Berry, Marc Schoenauer
2007	—	`ch.`	Parameter Control in Evolutionary Algorithms. Parameter Setting in Evolutionary Algorithms A. E. Eiben, Zbigniew Michalewicz, Marc Schoenauer, James E. Smith
2007	—	`conf`	Parameter Setting for Evolutionary Latent Class Clustering. ISICA Damien Tessier, Marc Schoenauer, Christophe Biernacki, Gilles Celeux, Gérard Govaert
2007	J	`jnl`	Robust Multi-Cellular Developmental Design CoRR Alexandre Devert, Nicolas Bredèche, Marc Schoenauer
2007	A	`conf`	Robust multi-cellular developmental design. GECCO Alexandre Devert, Nicolas Bredèche, Marc Schoenauer
2007	J	`jnl`	Self-adaptive Gossip Policies for Distributed Population-based Algorithms CoRR Juan Luis Jiménez Laredo, A. E. Eiben, Marc Schoenauer, Pedro A. Castillo, Antonio Miguel Mora, Francisco Fernández de Vega, Juan Julián Merelo Guervós
2007	—	`conf`	Unsupervised Learning of Echo State Networks: A Case Study in Artificial Embryogeny. Artificial Evolution Alexandre Devert, Nicolas Bredèche, Marc Schoenauer
2006	—	`ed.`	Artificial Evolution, 7th International Conference, Evolution Artificielle, EA 2005, Lille, France, October 26-28, 2005, Revised Selected Papers Artificial Evolution El-Ghazali Talbi, Pierre Liardet, Pierre Collet, Evelyne Lutton, Marc Schoenauer
2006	B	`conf`	Blindbuilder: A New Encoding to Evolve Lego-Like Structures. EuroGP Alexandre Devert, Nicolas Bredèche, Marc Schoenauer
2006	B	`conf`	Divide-and-Evolve: A New Memetic Scheme for Domain-Independent Temporal Planning. EvoCOP Marc Schoenauer, Pierre Savéant, Vincent Vidal
2006	J	`jnl`	Divide-and-Evolve: a New Memetic Scheme for Domain-Independent Temporal Planning CoRR Marc Schoenauer, Pierre Savéant, Vincent Vidal
2006	J	`jnl`	Editorial Introduction. Evol. Comput. Marc Schoenauer
2006	J	`jnl`	Editorial Introduction. Evol. Comput. Marc Schoenauer
2006	J	`jnl`	Editorial Introduction. Evol. Comput. Marc Schoenauer
2006	J	`jnl`	Editorial Introduction. Evol. Comput. Marc Schoenauer
2006	J	`jnl`	Editorial for the Special Issue on the Best of GECCO 2004. Evol. Comput. Riccardo Poli, Marc Schoenauer
2006	A	`conf`	Genetic Programming for Kernel-Based Learning with Co-evolving Subsets Selection. PPSN Christian Gagné, Marc Schoenauer, Michèle Sebag, Marco Tomassini
2006	J	`jnl`	Genetic Programming for Kernel-based Learning with Co-evolving Subsets Selection CoRR Christian Gagné, Marc Schoenauer, Michèle Sebag, Marco Tomassini
2006	J	`jnl`	Genetic Programming, Validation Sets, and Parsimony Pressure CoRR Christian Gagné, Marc Schoenauer, Marc Parizeau, Marco Tomassini
2006	B	`conf`	Genetic Programming, Validation Sets, and Parsimony Pressure. EuroGP Christian Gagné, Marc Schoenauer, Marc Parizeau, Marco Tomassini
2006	J	`jnl`	On the Benefits of Inoculation, an Example in Train Scheduling CoRR Yann Semet, Marc Schoenauer
2006	A	`conf`	On the benefits of inoculation, an example in train scheduling. GECCO Yann Semet, Marc Schoenauer
2006	J	`jnl`	Universal Consistency and Bloat in GP Some theoretical considerations about Genetic Programming from a Statistical Learning Theory viewpoint. Rev. d'Intelligence Artif. Sylvain Gelly, Olivier Teytaud, Nicolas Bredèche, Marc Schoenauer
2006	J	`jnl`	Using Domain Knowledge in Evolutionary System Identification CoRR Marc Schoenauer, Michèle Sebag
2005	B	`conf`	A geologically-sound representation for evolutionary multi-objective subsurface identification. Congress on Evolutionary Computation Vijay Pratap Singh, Michel Leger, Marc Schoenauer
2005	A	`conf`	A statistical learning theory approach of bloat. GECCO Sylvain Gelly, Olivier Teytaud, Nicolas Bredèche, Marc Schoenauer
2005	J	`jnl`	ATNoSFERES revisited CoRR Samuel Landau, Olivier Sigaud, Marc Schoenauer
2005	A	`conf`	ATNoSFERES revisited. GECCO Samuel Landau, Olivier Sigaud, Marc Schoenauer
2005	J	`jnl`	An efficient memetic, permutation-based evolutionary algorithm for real-world train timetabling CoRR Marc Schoenauer, Yann Semet
2005	B	`conf`	An efficient memetic, permutation-based evolutionary algorithm for real-world train timetabling. Congress on Evolutionary Computation Yann Semet, Marc Schoenauer
2005	—	`conf`	Apprentissage statistique et programmation génétique: la croissance du code est-elle inévitable? CAP Sylvain Gelly, Olivier Teytaud, Nicolas Bredèche, Marc Schoenauer
2005	J	`jnl`	Artificial Agents and Speculative Bubbles CoRR Yann Semet, Sylvain Gelly, Marc Schoenauer, Michèle Sebag
2005	J	`jnl`	Dominance Based Crossover Operator for Evolutionary Multi-objective Algorithms CoRR Olga Rudenko, Marc Schoenauer
2005	J	`jnl`	Editorial Introduction. Evol. Comput. Marc Schoenauer
2005	J	`jnl`	Editorial Introduction. Evol. Comput. Marc Schoenauer
2005	J	`jnl`	Editorial Introduction. Evol. Comput. Marc Schoenauer
2005	J	`jnl`	Evolution of Voronoi based Fuzzy Recurrent Controllers CoRR Carlos Kavka, Patricia Roggero, Marc Schoenauer
2005	A	`conf`	Evolution of Voronoi based fuzzy recurrent controllers. GECCO Carlos Kavka, Patricia Roggero, Marc Schoenauer
2005	J	`jnl`	Evolutionary Computing CoRR A. E. Eiben, Marc Schoenauer
2005	A	`conf`	Local and global order 3/2 convergence of a surrogate evolutionary algorithm. GECCO Anne Auger, Marc Schoenauer, Olivier Teytaud
2004	—	`ed.`	Artificial Evolution, 6th International Conference, Evolution Artificielle, EA 2003, Marseilles, France, October 27-30, 2003 Artificial Evolution Pierre Liardet, Pierre Collet, Cyril Fonlupt, Evelyne Lutton, Marc Schoenauer
2004	A	`conf`	Dominance Based Crossover Operator for Evolutionary Multi-objective Algorithms. PPSN Olga Rudenko, Marc Schoenauer
2004	J	`jnl`	Editorial Introduction. Evol. Comput. Marc Schoenauer
2004	J	`jnl`	Editorial Introduction. Evol. Comput. Marc Schoenauer
2004	J	`jnl`	Editorial Introduction. Evol. Comput. Marc Schoenauer
2004	A	`conf`	Evolution of Voronoi-Based Fuzzy Controllers. PPSN Carlos Kavka, Marc Schoenauer
2004	A	`conf`	LS-CMA-ES: A Second-Order Algorithm for Covariance Matrix Adaptation. PPSN Anne Auger, Marc Schoenauer, Nicolas Vanhaecke
2004	B	`conf`	Pareto optimal sensing strategies for an active vision system. IEEE Congress on Evolutionary Computation Enrique Dunn, Gustavo Olague, Evelyne Lutton, Marc Schoenauer
2004	J	`jnl`	Preface. Nat. Comput. Thomas Bäck, Marc Schoenauer, Lars Willmes
2004	A	`conf`	Robotics and Multi-agent Systems Robustness in the Long Run: Auto-teaching vs Anticipation in Evolutionary Robotics. PPSN Nicolas Godzik, Marc Schoenauer, Michèle Sebag
2003	A	`conf`	Dimension-Independent Convergence Rate for Non-isotropic (1, lambda) - ES. GECCO Anne Auger, Claude Le Bris, Marc Schoenauer
2003	J	`jnl`	Editorial Introduction. Evol. Comput. Marc Schoenauer
2003	—	`conf`	Evolving Symbolic Controllers. EvoWorkshops Nicolas Godzik, Marc Schoenauer, Michèle Sebag
2003	—	`conf`	GUIDE: Unifying Evolutionary Engines through a Graphical User Interface. Artificial Evolution Pierre Collet, Marc Schoenauer
2003	—	`conf`	ParaDisEO-Based Design of Parallel and Distributed Evolutionary Algorithms. Artificial Evolution Sébastien Cahon, Nordine Melab, El-Ghazali Talbi, Marc Schoenauer
2003	A	`conf`	Voronoi Diagrams Based Function Identification. GECCO Carlos Kavka, Marc Schoenauer
2002	A	`conf`	A Framework for Distributed Evolutionary Algorithms. PPSN Maribel García Arenas, Pierre Collet, A. E. Eiben, Márk Jelasity, Juan Julián Merelo Guervós, Ben Paechter, Mike Preuß, Marc Schoenauer
2002	B	`conf`	ASCHEA: new results using adaptive segregational constraint handling. IEEE Congress on Evolutionary Computation Sana Ben Hamida, Marc Schoenauer
2002	—	`ed.`	Artificial Evolution, 5th International Conference, Evolution Artificielle, EA 2001, Le Creusot, France, October 29-31, 2001, Selected Papers Artificial Evolution Pierre Collet, Cyril Fonlupt, Jin-Kao Hao, Evelyne Lutton, Marc Schoenauer
2002	J	`jnl`	Compact Unstructured Representations for Evolutionary Design. Appl. Intell. Hatem Hamda, François Jouve, Evelyne Lutton, Marc Schoenauer, Michèle Sebag
2002	—	`ch.`	Evolutionary Algorithms. Encyclopedia of Information Systems Zbigniew Michalewicz, Marc Schoenauer
2002	J	`jnl`	Evolutionary computing. Inf. Process. Lett. A. E. Eiben, Marc Schoenauer
2002	A	`conf`	JEO: Java Evolving Objects. GECCO Maribel García Arenas, Brad Dolin, Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Ignacio Fernández De Viana, Marc Schoenauer
2002	—	`conf`	Overview and software guide of evolutionary algorithms; A case study in quantum control. CRM Workshop Anne Auger, Adel Ben Haj Yedder, Marc Schoenauer
2001	—	`conf`	A Multiobjective Evolutionary Algorithm for Car Front End Design. Artificial Evolution Olga Rudenko, Marc Schoenauer, Tiziana Bosio, Roberto Fontana
2001	—	`conf`	Evolving Objects: A General Purpose Evolutionary Computation Library. Artificial Evolution Maarten Keijzer, Juan Julián Merelo Guervós, Gustavo Romero, Marc Schoenauer
2001	—	`conf`	Surrogate Deterministic Mutation: Preliminary Results. Artificial Evolution Kamal Abboud, Marc Schoenauer
2000	B	`conf`	A Distributed Resource Evolutionary Algorithm Machine (DREAM). CEC Ben Paechter, Thomas Bäck, Marc Schoenauer, Michèle Sebag, Ágoston E. Eiben, Juan Julián Merelo, Terence C. Fogarty
2000	B	`conf`	Alternative flight route generator by genetic algorithms. CEC Sofiane Oussedik, Daniel Delahaye, Marc Schoenauer
2000	A	`conf`	An Adaptive Algorithm for Constrained Optimization Problems. PPSN Sana Ben Hamida, Marc Schoenauer
2000	—	`ed.`	Artificial Evolution, 4th European Conference, AE'99, Dunkerque, France, November 3-5, 1999, Selected Papers Artificial Evolution Cyril Fonlupt, Jin-Kao Hao, Evelyne Lutton, Edmund M. A. Ronald, Marc Schoenauer
2000	A	`ed.`	Parallel Problem Solving from Nature - PPSN VI, 6th International Conference, Paris, France, September 18-20, 2000, Proceedings PPSN Marc Schoenauer, Kalyanmoy Deb, Günter Rudolph, Xin Yao, Evelyne Lutton, Juan Julián Merelo Guervós, Hans-Paul Schwefel
2000	J	`jnl`	Polar IFS + Parisian Genetic Programming = Efficient IFS Inverse Problem Solving. Genet. Program. Evolvable Mach. Pierre Collet, Evelyne Lutton, Frédéric Raynal, Marc Schoenauer
2000	A	`conf`	Take It EASEA. PPSN Pierre Collet, Evelyne Lutton, Marc Schoenauer, Jean Louchet
1999	B	`conf`	Dynamic air traffic planning by genetic algorithms. CEC Sofiane Oussedik, Daniel Delahaye, Marc Schoenauer
1999	C	`conf`	Evolutionary Algorithms as Fittness Function Debuggers. ISMIS F. Mansanne, F. Carrère, A. Ehinger, Marc Schoenauer
1999	A	`conf`	Individual GP: an Alternative Viewpoint for the Resolution of Complex Problems. GECCO Pierre Collet, Evelyne Lutton, Frédéric Raynal, Marc Schoenauer
1999	B	`conf`	Manipulation of non-linear IFS attractors using genetic programming. CEC Frédéric Raynal, Evelyne Lutton, Pierre Collet, Marc Schoenauer
1999	B	`conf`	On functions with a given fitness-distance relation. CEC Leila Kallel, Bart Naudts, Marc Schoenauer
1999	J	`jnl`	Rigorous Hitting Times for Binary Mutations. Evol. Comput. Josselin Garnier, Leila Kallel, Marc Schoenauer
1999	—	`conf`	Two Evolutionary Approaches to Design Phase Plate for Tailoring Focal-Plane Irradiance Profile. Artificial Evolution Sana Ben Hamida, Alain Racine, Marc Schoenauer
1998	B	`conf`	A Dynamic Lattice to Evolve Hierarchically Shared Subroutines. EuroGP Alain Racine, Marc Schoenauer, Philippe Dague
1998	—	`ed.`	Artificial Evolution, Third European Conference, AE'97, Nîmes, France, 22-24 October 1997, Selected Papers Artificial Evolution Jin-Kao Hao, Evelyne Lutton, Edmund M. A. Ronald, Marc Schoenauer, Dominique Snyers
1998	B	`ed.`	Genetic Programming, First European Workshop, EuroGP'98, Paris, France, April 14-15, 1998, Proceedings EuroGP Wolfgang Banzhaf, Riccardo Poli, Marc Schoenauer, Terence C. Fogarty
1998	A	`ed.`	Parallel Problem Solving from Nature - PPSN V, 5th International Conference, Amsterdam, The Netherlands, September 27-30, 1998, Proceedings PPSN A. E. Eiben, Thomas Bäck, Marc Schoenauer, Hans-Paul Schwefel
1998	J	`jnl`	Revisiting the Memory of Evolution. Fundam. Informaticae Michèle Sebag, Marc Schoenauer, Mathieu Peyral
1998	—	`conf`	Sphere Operators and Their Applicability for Constrained Parameter Optimization Problems. Evolutionary Programming Marc Schoenauer, Zbigniew Michalewicz
1997	—	`conf`	A Priori Comparison of Binary Crossover Operators: No Universal Statistical Measure, But a Set of Hints. Artificial Evolution Leila Kallel, Marc Schoenauer
1997	C	`conf`	A society of hill-climbers. ICEC Michèle Sebag, Marc Schoenauer
1997	—	`conf`	Alternative Random Initialization in Genetic Algorithms. ICGA Leila Kallel, Marc Schoenauer
1997	—	`conf`	Boundary Operators for Constrained Parameter Optimization Problems. ICGA Marc Schoenauer, Zbigniew Michalewicz
1997	—	`conf`	Inductive Learning of Mutation Step-Size in Evolutionary Parameter Optimization. Evolutionary Programming Michèle Sebag, Marc Schoenauer, Caroline Ravise
1997	—	`conf`	Mimetic Evolution. Artificial Evolution Mathieu Peyral, Antoine Ducoulombier, Caroline Ravise, Marc Schoenauer, Michèle Sebag
1997	—	`conf`	Toward Civilized Evolution: Developing Inhibitions. ICGA Michèle Sebag, Marc Schoenauer, Caroline Ravise
1996	—	`ed.`	Artificial Evolution, European Conference, AE 95, Brest, France, September 4-6, 1995, Selected Papers Artificial Evolution Jean-Marc Alliot, Evelyne Lutton, Edmund M. A. Ronald, Marc Schoenauer, Dominique Snyers
1996	—	`conf`	Controlling Evolution by Means of Machine Learning. Evolutionary Programming Michèle Sebag, Caroline Ravise, Marc Schoenauer
1996	J	`jnl`	Evolutionary Algorithms for Constrained Parameter Optimization Problems. Evol. Comput. Zbigniew Michalewicz, Marc Schoenauer
1996	A	`conf`	Evolutionary Computation at the Edge of Feasibility. PPSN Marc Schoenauer, Zbigniew Michalewicz
1996	A	`conf`	Mutation by Imitation in Boolean Evolution Strategies. PPSN Michèle Sebag, Marc Schoenauer
1996	—	`conf`	Shape Representations and Evolution Schemes. Evolutionary Programming Marc Schoenauer
1995	J	`jnl`	A numerical strategy to defectuous knowledge using. Ann. Oper. Res. Michèle Sebag, Marc Schoenauer
1995	—	`conf`	An Induction-based Control for Genetic Algorithms (Extended Abstract). ECML Michèle Sebag, Marc Schoenauer, Caroline Ravise
1995	—	`conf`	Evolutionary Chromatographic Law Identification by Recurrent Neural Nets. Evolutionary Programming Alessandro Fadda, Marc Schoenauer
1995	—	`conf`	Genetic Algorithms for Automatic Regrouping of Air Traffic Control Sectors. Evolutionary Programming Daniel Delahaye, Jean-Marc Alliot, Marc Schoenauer, Jean-Loup Farges
1995	—	`conf`	Genetic Operators for Two-Dimensional Shape Optimization. Artificial Evolution Couro Kane, Marc Schoenauer
1995	—	`conf`	How Long Does It Take to Evolve a Neural Net? Artificial Evolution Marc Schoenauer, Edmund M. A. Ronald
1995	—	`conf`	Induction-Based Control of Genetic Algorithms. Artificial Evolution Caroline Ravise, Michèle Sebag, Marc Schoenauer
1994	A	`conf`	Controlling Crossover through Inductive Learning. PPSN Michèle Sebag, Marc Schoenauer
1994	A	`conf`	Genetic Algorithms for Air Traffic Assignment. ECAI Daniel Delahaye, Jean-Marc Alliot, Marc Schoenauer, Jean-Loup Farges
1994	A	`conf`	Genetic Lander: An Experiment in Accurate Neuro-Genetic Control. PPSN Edmund M. A. Ronald, Marc Schoenauer
1994	—	`conf`	Neuro-Genetic Truck Backer-Upper Controller. International Conference on Evolutionary Computation Marc Schoenauer, Edmund M. A. Ronald
1993	—	`conf`	A Rule-Based Similarity Measure. EWCBR Michèle Sebag, Marc Schoenauer
1993	—	`conf`	Constrained GA Optimization. ICGA Marc Schoenauer, Spyros Xanthakis
1992	A	`conf`	Learning to Control Inconsistent Knowledge. ECAI Michèle Sebag, Marc Schoenauer
1991	—	`conf`	Using Examples to Refine a Redundant Knowledge Base. EUROVAV Michèle Sebag, Marc Schoenauer
1990	—	`conf`	Incremental Learning of Rules and Meta-rules. ML Marc Schoenauer, Michèle Sebag