Incremental Learning of Rules and Meta-rules. - Marc Schoenauer; Michèle Sebag (ML, 1990)

Using Examples to Refine a Redundant Knowledge Base. - Michèle Sebag; Marc Schoenauer (EUROVAV, 1991)

Learning to Control Inconsistent Knowledge. - Michèle Sebag; Marc Schoenauer (ECAI, 1992)

A Rule-Based Similarity Measure. - Michèle Sebag; Marc Schoenauer (EWCBR, 1993)

Constrained GA Optimization. - Marc Schoenauer; Spyros Xanthakis (ICGA, 1993)

Genetic Algorithms for Air Traffic Assignment. - Daniel Delahaye; Jean-Marc Alliot; Marc Schoenauer; Jean-Loup Farges (ECAI, 1994)

Neuro-Genetic Truck Backer-Upper Controller. - Marc Schoenauer; Edmund M. A. Ronald (International Conference on Evolutionary Computation, 1994)

Genetic Lander: An Experiment in Accurate Neuro-Genetic Control. - Edmund M. A. Ronald; Marc Schoenauer (PPSN, 1994)

Controlling Crossover through Inductive Learning. - Michèle Sebag; Marc Schoenauer (PPSN, 1994)

Genetic Operators for Two-Dimensional Shape Optimization. - Couro Kane; Marc Schoenauer (Artificial Evolution, 1995)

Induction-Based Control of Genetic Algorithms. - Caroline Ravise; Michèle Sebag; Marc Schoenauer (Artificial Evolution, 1995)

How Long Does It Take to Evolve a Neural Net? - Marc Schoenauer; Edmund M. A. Ronald (Artificial Evolution, 1995)

An Induction-based Control for Genetic Algorithms (Extended Abstract). - Michèle Sebag; Marc Schoenauer; Caroline Ravise (ECML, 1995)

Genetic Algorithms for Automatic Regrouping of Air Traffic Control Sectors. - Daniel Delahaye; Jean-Marc Alliot; Marc Schoenauer; Jean-Loup Farges (Evolutionary Programming, 1995)

Evolutionary Chromatographic Law Identification by Recurrent Neural Nets. - Alessandro Fadda; Marc Schoenauer (Evolutionary Programming, 1995)

A numerical strategy to defectuous knowledge using. - Michèle Sebag; Marc Schoenauer (Ann. Oper. Res., 1995)

Shape Representations and Evolution Schemes. - Marc Schoenauer (Evolutionary Programming, 1996)

Controlling Evolution by Means of Machine Learning. - Michèle Sebag; Caroline Ravise; Marc Schoenauer (Evolutionary Programming, 1996)

Evolutionary Computation at the Edge of Feasibility. - Marc Schoenauer; Zbigniew Michalewicz (PPSN, 1996)

Mutation by Imitation in Boolean Evolution Strategies. - Michèle Sebag; Marc Schoenauer (PPSN, 1996)

Evolutionary Algorithms for Constrained Parameter Optimization Problems. - Zbigniew Michalewicz; Marc Schoenauer (Evol. Comput., 1996)

A Priori Comparison of Binary Crossover Operators: No Universal Statistical Measure, But a Set of Hints. - Leila Kallel; Marc Schoenauer (Artificial Evolution, 1997)

Mimetic Evolution. - Mathieu Peyral; Antoine Ducoulombier; Caroline Ravise; Marc Schoenauer; Michèle Sebag (Artificial Evolution, 1997)

Inductive Learning of Mutation Step-Size in Evolutionary Parameter Optimization. - Michèle Sebag; Marc Schoenauer; Caroline Ravise (Evolutionary Programming, 1997)

A society of hill-climbers. - Michèle Sebag; Marc Schoenauer (ICEC, 1997)

Alternative Random Initialization in Genetic Algorithms. - Leila Kallel; Marc Schoenauer (ICGA, 1997)

Boundary Operators for Constrained Parameter Optimization Problems. - Marc Schoenauer; Zbigniew Michalewicz (ICGA, 1997)

Toward Civilized Evolution: Developing Inhibitions. - Michèle Sebag; Marc Schoenauer; Caroline Ravise (ICGA, 1997)

Sphere Operators and Their Applicability for Constrained Parameter Optimization Problems. - Marc Schoenauer; Zbigniew Michalewicz (Evolutionary Programming, 1998)

A Dynamic Lattice to Evolve Hierarchically Shared Subroutines. - Alain Racine; Marc Schoenauer; Philippe Dague (EuroGP, 1998)

Revisiting the Memory of Evolution. - Michèle Sebag; Marc Schoenauer; Mathieu Peyral (Fundam. Informaticae, 1998)

Two Evolutionary Approaches to Design Phase Plate for Tailoring Focal-Plane Irradiance Profile. - Sana Ben Hamida 001; Alain Racine; Marc Schoenauer (Artificial Evolution, 1999)

On functions with a given fitness-distance relation. - Leila Kallel; Bart Naudts; Marc Schoenauer (CEC, 1999)

Dynamic air traffic planning by genetic algorithms. - Sofiane Oussedik; Daniel Delahaye; Marc Schoenauer (CEC, 1999)

Manipulation of non-linear IFS attractors using genetic programming. - Frédéric Raynal; Evelyne Lutton; Pierre Collet; Marc Schoenauer (CEC, 1999)

Individual GP: an Alternative Viewpoint for the Resolution of Complex Problems. - Pierre Collet; Evelyne Lutton; Frédéric Raynal; Marc Schoenauer (GECCO, 1999)

Evolutionary Algorithms as Fittness Function Debuggers. - F. Mansanne; F. Carrère; A. Ehinger; Marc Schoenauer (ISMIS, 1999)

Rigorous Hitting Times for Binary Mutations. - Josselin Garnier; Leila Kallel; Marc Schoenauer (Evol. Comput., 1999)

Alternative flight route generator by genetic algorithms. - Sofiane Oussedik; Daniel Delahaye; Marc Schoenauer (CEC, 2000)

A Distributed Resource Evolutionary Algorithm Machine (DREAM). - Ben Paechter; Thomas Bäck; Marc Schoenauer; Michèle Sebag; Ágoston E. Eiben; Juan Julián Merelo; Terence C. Fogarty (CEC, 2000)

Take It EASEA. - Pierre Collet; Evelyne Lutton; Marc Schoenauer; Jean Louchet (PPSN, 2000)

An Adaptive Algorithm for Constrained Optimization Problems. - Sana Ben Hamida 001; Marc Schoenauer (PPSN, 2000)

Polar IFS + Parisian Genetic Programming = Efficient IFS Inverse Problem Solving. - Pierre Collet; Evelyne Lutton; Frédéric Raynal; Marc Schoenauer (Genet. Program. Evolvable Mach., 2000)

Surrogate Deterministic Mutation: Preliminary Results. - Kamal Abboud; Marc Schoenauer (Artificial Evolution, 2001)

Evolving Objects: A General Purpose Evolutionary Computation Library. - Maarten Keijzer; Juan Julián Merelo Guervós; Gustavo Romero; Marc Schoenauer (Artificial Evolution, 2001)

A Multiobjective Evolutionary Algorithm for Car Front End Design. - Olga Rudenko; Marc Schoenauer; Tiziana Bosio; Roberto Fontana (Artificial Evolution, 2001)

ASCHEA: new results using adaptive segregational constraint handling. - Sana Ben Hamida 001; Marc Schoenauer (IEEE Congress on Evolutionary Computation, 2002)

Overview and software guide of evolutionary algorithms; A case study in quantum control. - Anne Auger; Adel Ben Haj Yedder; Marc Schoenauer (CRM Workshop, 2002)

JEO: Java Evolving Objects. - Maribel García Arenas; Brad Dolin; Juan Julián Merelo Guervós; Pedro Ángel Castillo Valdivieso; Ignacio Fernández De Viana; Marc Schoenauer (GECCO, 2002)

A Framework for Distributed Evolutionary Algorithms. - Maribel García Arenas; Pierre Collet; A. E. Eiben; Márk Jelasity; Juan Julián Merelo Guervós; Ben Paechter; Mike Preuß; Marc Schoenauer (PPSN, 2002)

Compact Unstructured Representations for Evolutionary Design. - Hatem Hamda; François Jouve; Evelyne Lutton; Marc Schoenauer; Michèle Sebag (Appl. Intell., 2002)

Evolutionary computing. - A. E. Eiben; Marc Schoenauer (Inf. Process. Lett., 2002)

Evolutionary Algorithms. - Zbigniew Michalewicz; Marc Schoenauer (Encyclopedia of Information Systems, 2002)

ParaDisEO-Based Design of Parallel and Distributed Evolutionary Algorithms. - Sébastien Cahon; Nordine Melab; El-Ghazali Talbi; Marc Schoenauer (Artificial Evolution, 2003)

GUIDE: Unifying Evolutionary Engines through a Graphical User Interface. - Pierre Collet; Marc Schoenauer (Artificial Evolution, 2003)

Evolving Symbolic Controllers. - Nicolas Godzik; Marc Schoenauer; Michèle Sebag (EvoWorkshops, 2003)

Dimension-Independent Convergence Rate for Non-isotropic (1, lambda) - ES. - Anne Auger; Claude Le Bris; Marc Schoenauer (GECCO, 2003)

Voronoi Diagrams Based Function Identification. - Carlos Kavka; Marc Schoenauer (GECCO, 2003)

Pareto optimal sensing strategies for an active vision system. - Enrique Dunn; Gustavo Olague; Evelyne Lutton; Marc Schoenauer (IEEE Congress on Evolutionary Computation, 2004)

LS-CMA-ES: A Second-Order Algorithm for Covariance Matrix Adaptation. - Anne Auger; Marc Schoenauer; Nicolas Vanhaecke (PPSN, 2004)

Robotics and Multi-agent Systems Robustness in the Long Run: Auto-teaching vs Anticipation in Evolutionary Robotics. - Nicolas Godzik; Marc Schoenauer; Michèle Sebag (PPSN, 2004)

Evolution of Voronoi-Based Fuzzy Controllers. - Carlos Kavka; Marc Schoenauer (PPSN, 2004)

Dominance Based Crossover Operator for Evolutionary Multi-objective Algorithms. - Olga Rudenko; Marc Schoenauer (PPSN, 2004)

Preface. - Thomas Bäck; Marc Schoenauer; Lars Willmes (Nat. Comput., 2004)

An efficient memetic, permutation-based evolutionary algorithm for real-world train timetabling. - Yann Semet; Marc Schoenauer (Congress on Evolutionary Computation, 2005)

A geologically-sound representation for evolutionary multi-objective subsurface identification. - Vijay Pratap Singh; Michel Leger; Marc Schoenauer (Congress on Evolutionary Computation, 2005)

Apprentissage statistique et programmation génétique: la croissance du code est-elle inévitable? - Sylvain Gelly; Olivier Teytaud; Nicolas Bredèche; Marc Schoenauer (CAP, 2005)

Local and global order 3/2 convergence of a surrogate evolutionary algorithm. - Anne Auger; Marc Schoenauer; Olivier Teytaud (GECCO, 2005)

A statistical learning theory approach of bloat. - Sylvain Gelly; Olivier Teytaud; Nicolas Bredèche; Marc Schoenauer (GECCO, 2005)

Evolution of Voronoi based fuzzy recurrent controllers. - Carlos Kavka; Patricia Roggero; Marc Schoenauer (GECCO, 2005)

ATNoSFERES revisited. - Samuel Landau; Olivier Sigaud; Marc Schoenauer (GECCO, 2005)

Artificial Agents and Speculative Bubbles - Yann Semet; Sylvain Gelly; Marc Schoenauer; Michèle Sebag (CoRR, 2005)

Editorial Introduction. - Marc Schoenauer (Evol. Comput., 2005)

Blindbuilder: A New Encoding to Evolve Lego-Like Structures. - Alexandre Devert; Nicolas Bredèche; Marc Schoenauer (EuroGP, 2006)

Genetic Programming, Validation Sets, and Parsimony Pressure. - Christian Gagné 001; Marc Schoenauer; Marc Parizeau; Marco Tomassini (EuroGP, 2006)

Divide-and-Evolve: A New Memetic Scheme for Domain-Independent Temporal Planning. - Marc Schoenauer; Pierre Savéant; Vincent Vidal 001 (EvoCOP, 2006)

On the benefits of inoculation, an example in train scheduling. - Yann Semet; Marc Schoenauer (GECCO, 2006)

Genetic Programming for Kernel-Based Learning with Co-evolving Subsets Selection. - Christian Gagné 001; Marc Schoenauer; Michèle Sebag; Marco Tomassini (PPSN, 2006)

Using Domain Knowledge in Evolutionary System Identification - Marc Schoenauer; Michèle Sebag (CoRR, 2006)

Editorial for the Special Issue on the Best of GECCO 2004. - Riccardo Poli; Marc Schoenauer (Evol. Comput., 2006)

Universal Consistency and Bloat in GP Some theoretical considerations about Genetic Programming from a Statistical Learning Theory viewpoint. - Sylvain Gelly; Olivier Teytaud; Nicolas Bredèche; Marc Schoenauer (Rev. d'Intelligence Artif., 2006)

Unsupervised Learning of Echo State Networks: A Case Study in Artificial Embryogeny. - Alexandre Devert; Nicolas Bredèche; Marc Schoenauer (Artificial Evolution, 2007)

Identification of the isotherm function in chromatography using CMA-ES. - Mohamed Jebalia; Anne Auger; Marc Schoenauer; François James; Marie Postel (IEEE Congress on Evolutionary Computation, 2007)

Robust multi-cellular developmental design. - Alexandre Devert; Nicolas Bredèche; Marc Schoenauer (GECCO, 2007)

Autonomous selection in evolutionary algorithms. - A. E. Eiben; Marc Schoenauer; D. W. F. van Krevelen; M. C. Hobbelman; M. A. ten Hagen; R. C. van het Schip (GECCO, 2007)

Exploring selection mechanisms for an agent-based distributed evolutionary algorithm. - A. E. Eiben; Marc Schoenauer; Juan Luis Jiménez Laredo; Pedro Ángel Castillo Valdivieso; Antonio Miguel Mora; Juan Julián Merelo Guervós (GECCO (Companion), 2007)

Ensemble learning for free with evolutionary algorithms? - Christian Gagné 001; Michèle Sebag; Marc Schoenauer; Marco Tomassini (GECCO, 2007)

Parameter Setting for Evolutionary Latent Class Clustering. - Damien Tessier; Marc Schoenauer; Christophe Biernacki; Gilles Celeux; Gérard Govaert (ISICA, 2007)

Evolutionary Mesh Numbering: Preliminary Results - Francis Sourd; Marc Schoenauer (CoRR, 2007)

Optimising the topology of complex neural networks - Fei Jiang; Hugues Berry; Marc Schoenauer (CoRR, 2007)

Self-adaptive Gossip Policies for Distributed Population-based Algorithms - Juan Luis Jiménez Laredo; A. E. Eiben; Marc Schoenauer; Pedro A. Castillo; Antonio Miguel Mora; Francisco Fernández de Vega; Juan Julián Merelo Guervós (CoRR, 2007)

In Memoriam Laurence J. Fogel. - Marc Schoenauer (Evol. Comput., 2007)

Parameter Control in Evolutionary Algorithms. - A. E. Eiben; Zbigniew Michalewicz; Marc Schoenauer; James E. Smith 002 (Parameter Setting in Evolutionary Algorithms, 2007)

Evolving scale-free topologies using a Gene Regulatory Network model. - Miguel Nicolau; Marc Schoenauer (IEEE Congress on Evolutionary Computation, 2008)

Adaptive operator selection with dynamic multi-armed bandits. - Luís Da Costa; Álvaro Fialho; Marc Schoenauer; Michèle Sebag (GECCO, 2008)

Unsupervised learning of echo state networks: balancing the double pole. - Fei Jiang; Hugues Berry; Marc Schoenauer (GECCO, 2008)

Divide-and-Evolve: a Sequential Hybridization Strategy Using Evolutionary Algorithms. - Marc Schoenauer; Pierre Savéant; Vincent Vidal 001 (Advances in Metaheuristics for Hard Optimization, 2008)

Extreme Value Based Adaptive Operator Selection. - Álvaro Fialho; Luís Da Costa; Marc Schoenauer; Michèle Sebag (PPSN, 2008)

Supervised and Evolutionary Learning of Echo State Networks. - Fei Jiang; Hugues Berry; Marc Schoenauer (PPSN, 2008)

Artificial Ontogeny for Truss Structure Design. - Alexandre Devert; Nicolas Bredèche; Marc Schoenauer (SASO Workshops, 2008)

Extreme compass and Dynamic Multi-Armed Bandits for Adaptive Operator Selection. - Jorge Maturana; Álvaro Fialho; Frédéric Saubion; Marc Schoenauer; Michèle Sebag (IEEE Congress on Evolutionary Computation, 2009)

A Statistical Learning Perspective of Genetic Programming. - Nur Merve Amil; Nicolas Bredèche; Christian Gagné 001; Sylvain Gelly; Marc Schoenauer; Olivier Teytaud (EuroGP, 2009)

Divide-And-Evolve Facing State-of-the-Art Temporal Planners during the 6th International Planning Competition. - Jacques Bibai; Marc Schoenauer; Pierre Savéant (EvoCOP, 2009)

Validation of a Morphogenesis Model of Drosophila Early Development by a Multi-objective Evolutionary Optimization Algorithm. - Rui Dilão; Daniele Muraro; Miguel Nicolau; Marc Schoenauer (EvoBIO, 2009)

Bringing evolutionary computation to industrial applications with guide. - Luís Da Costa; Marc Schoenauer (GECCO, 2009)

Extreme: dynamic multi-armed bandits for adaptive operator selection. - Álvaro Fialho; Luís Da Costa; Marc Schoenauer; Michèle Sebag (GECCO (Companion), 2009)

Analysis of adaptive operator selection techniques on the royal road and long k-path problems. - Álvaro Fialho; Marc Schoenauer; Michèle Sebag (GECCO, 2009)

The impact of network topology on self-organizing maps. - Fei Jiang; Hugues Berry; Marc Schoenauer (GEC Summit, 2009)

Evolving specific network statistical properties using a gene regulatory network model. - Miguel Nicolau; Marc Schoenauer (GECCO, 2009)

Dynamic Multi-Armed Bandits and Extreme Value-Based Rewards for Adaptive Operator Selection in Evolutionary Algorithms. - Álvaro Fialho; Luís Da Costa; Marc Schoenauer; Michèle Sebag (LION, 2009)

Experimental Comparisons of Derivative Free Optimization Algorithms. - Anne Auger; Nikolaus Hansen; Jorge M. Perez Zerpa; Raymond Ros; Marc Schoenauer (SEA, 2009)

On the evolution of scale-free topologies with a gene regulatory network model. - Miguel Nicolau; Marc Schoenauer (Biosyst., 2009)

An Evolutionary Metaheuristic Based on State Decomposition for Domain-Independent Satisficing Planning. - Jacques Bibai; Pierre Savéant; Marc Schoenauer; Vincent Vidal 001 (ICAPS, 2010)

Evolving Genes to Balance a Pole. - Miguel Nicolau; Marc Schoenauer; Wolfgang Banzhaf (EuroGP, 2010)

On the Benefit of Sub-optimality within the Divide-and-Evolve Scheme. - Jacques Bibai; Pierre Savéant; Marc Schoenauer; Vincent Vidal 001 (EvoCOP, 2010)

On the generality of parameter tuning in evolutionary planning. - Jacques Bibai; Pierre Savéant; Marc Schoenauer; Vincent Vidal 001 (GECCO, 2010)

Toward comparison-based adaptive operator selection. - Álvaro Fialho; Marc Schoenauer; Michèle Sebag (GECCO, 2010)

Fitness-AUC bandit adaptive strategy selection vs. the probability matching one within differential evolution: an empirical comparison on the bbob-2010 noiseless testbed. - Álvaro Fialho; Marc Schoenauer; Michèle Sebag (GECCO (Companion), 2010)

A mono surrogate for multiobjective optimization. - Ilya Loshchilov; Marc Schoenauer; Michèle Sebag (GECCO, 2010)

A pareto-compliant surrogate approach for multiobjective optimization. - Ilya Loshchilov; Marc Schoenauer; Michèle Sebag (GECCO (Companion), 2010)

Open-Ended Evolutionary Robotics: An Information Theoretic Approach. - Pierre Delarboulas; Marc Schoenauer; Michèle Sebag (PPSN (1), 2010)

Comparison-Based Adaptive Strategy Selection with Bandits in Differential Evolution. - Álvaro Fialho; Raymond Ros; Marc Schoenauer; Michèle Sebag (PPSN (1), 2010)

Comparison-Based Optimizers Need Comparison-Based Surrogates. - Ilya Loshchilov; Marc Schoenauer; Michèle Sebag (PPSN (1), 2010)

Cellular Automata with Irregular Structure: A Compact Representation. - Jana Baran; Pavel Petrovic; Marc Schoenauer (SASO Workshops, 2010)

Dominance-Based Pareto-Surrogate for Multi-Objective Optimization. - Ilya Loshchilov; Marc Schoenauer; Michèle Sebag (SEAL, 2010)

Analyzing bandit-based adaptive operator selection mechanisms. - Álvaro Fialho; Luís Da Costa; Marc Schoenauer; Michèle Sebag (Ann. Math. Artif. Intell., 2010)

Learn-and-Optimize: A Parameter Tuning Framework for Evolutionary AI Planning. - Mátyás Brendel; Marc Schoenauer (Artificial Evolution, 2011)

A Rigorous Runtime Analysis for Quasi-Random Restarts and Decreasing Stepsize. - Marc Schoenauer; Fabien Teytaud; Olivier Teytaud (Artificial Evolution, 2011)

Asynchronous Evolutionary Multi-Objective Algorithms with heterogeneous evaluation costs. - Mouadh Yagoubi; Ludovic Thobois; Marc Schoenauer (IEEE Congress on Evolutionary Computation, 2011)

Artificial gene regulatory networks and spatial computation: A case study. - Sylvain Cussat-Blanc; Nicolas Bredèche; Hervé Luga; Yves Duthen; Marc Schoenauer (ECAL, 2011)

Not All Parents Are Equal for MO-CMA-ES. - Ilya Loshchilov; Marc Schoenauer; Michèle Sebag (EMO, 2011)

Instance-based parameter tuning for evolutionary AI planning. - Mátyás Brendel; Marc Schoenauer (GECCO (Companion), 2011)

Optimizing architectural and structural aspects of buildings towards higher energy efficiency. - Álvaro Fialho; Youssef Hamadi; Marc Schoenauer (GECCO (Companion), 2011)

Adaptive coordinate descent. - Ilya Loshchilov; Marc Schoenauer; Michèle Sebag (GECCO, 2011)

Simple tools for multimodal optimization. - Marc Schoenauer; Fabien Teytaud; Olivier Teytaud (GECCO (Companion), 2011)

On-Board Evolutionary Algorithm and Off-Line Rule Discovery for Column Formation in Swarm Robotics. - Asuki Kouno; Jean-Marc Montanier; Shigeru Takano; Nicolas Bredèche; Marc Schoenauer; Michèle Sebag; Einoshin Suzuki (IAT, 2011)

Preference-Based Policy Learning. - Riad Akrour; Marc Schoenauer; Michèle Sebag (ECML/PKDD (1), 2011)

Impacts of invariance in search: When CMA-ES and PSO face ill-conditioned and non-separable problems. - Nikolaus Hansen; Raymond Ros; Nikolas Mauny; Marc Schoenauer; Anne Auger (Appl. Soft Comput., 2011)

Robustness and the Halting Problem for Multicellular Artificial Ontogeny. - Alexandre Devert; Nicolas Bredèche; Marc Schoenauer (IEEE Trans. Evol. Comput., 2011)

Adaptive Operator Selection and Management in Evolutionary Algorithms. - Jorge Maturana; Álvaro Fialho; Frédéric Saubion; Marc Schoenauer; Frédéric Lardeux; Michèle Sebag (Autonomous Search, 2012)

A Multi-objective Approach to Balance Buildings Construction Cost and Energy Efficiency. - Álvaro Fialho; Youssef Hamadi; Marc Schoenauer (ECAI, 2012)

Self-adaptive surrogate-assisted covariance matrix adaptation evolution strategy. - Ilya Loshchilov; Marc Schoenauer; Michèle Sebag (GECCO, 2012)

Black-box optimization benchmarking of IPOP-saACM-ES and BIPOP-saACM-ES on the BBOB-2012 noiseless testbed. - Ilya Loshchilov; Marc Schoenauer; Michèle Sebag (GECCO (Companion), 2012)

Black-box optimization benchmarking of IPOP-saACM-ES on the BBOB-2012 noisy testbed. - Ilya Loshchilov; Marc Schoenauer; Michèle Sebag (GECCO (Companion), 2012)

Black-box optimization benchmarking of NIPOP-aCMA-ES and NBIPOP-aCMA-ES on the BBOB-2012 noiseless testbed. - Ilya Loshchilov; Marc Schoenauer; Michèle Sebag (GECCO (Companion), 2012)

Asynchronous master/slave moeas and heterogeneous evaluation costs. - Mouadh Yagoubi; Marc Schoenauer (GECCO, 2012)

Pilot, Rollout and Monte Carlo Tree Search Methods for Job Shop Scheduling. - Thomas Philip Runarsson; Marc Schoenauer; Michèle Sebag (LION, 2012)

APRIL: Active Preference Learning-Based Reinforcement Learning. - Riad Akrour; Marc Schoenauer; Michèle Sebag (ECML/PKDD (2), 2012)

Alternative Restart Strategies for CMA-ES. - Ilya Loshchilov; Marc Schoenauer; Michèle Sebag (PPSN (1), 2012)

The grand challenge of computer Go: Monte Carlo tree search and extensions. - Sylvain Gelly; Levente Kocsis; Marc Schoenauer; Michèle Sebag; David Silver; Csaba Szepesvári; Olivier Teytaud (Commun. ACM, 2012)

Increasing Air Traffic: What is the Problem? - Areski Hadjaz; Gaétan Marceau; Pierre Savéant; Marc Schoenauer (CoRR, 2012)

Online Learning for Ground Trajectory Prediction - Areski Hadjaz; Gaétan Marceau; Pierre Savéant; Marc Schoenauer (CoRR, 2012)

Benchmarking of Continuous Black Box Optimization Algorithms. - Anne Auger; Nikolaus Hansen; Marc Schoenauer (Evol. Comput., 2012)

Editorial for the Special Issue on Automated Design and Assessment of Heuristic Search Methods. - Gabriela Ochoa; Mike Preuss; Thomas Bartz-Beielstein; Marc Schoenauer (Evol. Comput., 2012)

Multiobjective tactical planning under uncertainty for air traffic flow and capacity management. - Gaétan Marceau Caron; Pierre Savéant; Marc Schoenauer (IEEE Congress on Evolutionary Computation, 2013)

Bandit-Based Search for Constraint Programming. - Manuel Loth; Michèle Sebag; Youssef Hamadi; Marc Schoenauer (CP, 2013)

Multi-objective AI Planning: Evaluating DaE YAHSP on a Tunable Benchmark. - Mostepha Redouane Khouadjia; Marc Schoenauer; Vincent Vidal 001; Johann Dréo; Pierre Savéant (EMO, 2013)

Multi-objective AI Planning: Comparing Aggregation and Pareto Approaches. - Mostepha Redouane Khouadjia; Marc Schoenauer; Vincent Vidal 001; Johann Dréo; Pierre Savéant (EvoCOP, 2013)

Intensive surrogate model exploitation in self-adaptive surrogate-assisted cma-es (saacm-es). - Ilya Loshchilov; Marc Schoenauer; Michèle Sebag (GECCO, 2013)

Bi-population CMA-ES agorithms with surrogate models and line searches. - Ilya Loshchilov; Marc Schoenauer; Michèle Sebag (GECCO (Companion), 2013)

Multiobjective optimization for reducing delays and congestion in air traffic management. - Gaétan Marceau; Pierre Savéant; Marc Schoenauer (GECCO (Companion), 2013)

Sustainable cooperative coevolution with a multi-armed bandit. - François-Michel De Rainville; Michèle Sebag; Christian Gagné 001; Marc Schoenauer; Denis Laurendeau (GECCO, 2013)

Pareto-Based Multiobjective AI Planning. - Mostepha Redouane Khouadjia; Marc Schoenauer; Vincent Vidal 001; Johann Dréo; Pierre Savéant (IJCAI, 2013)

Quality Measures of Parameter Tuning for Aggregated Multi-Objective Temporal Planning. - Mostepha Redouane Khouadjia; Marc Schoenauer; Vincent Vidal 001; Johann Dréo; Pierre Savéant (LION, 2013)

Hybridizing Constraint Programming and Monte-Carlo Tree Search: Application to the Job Shop Problem. - Manuel Loth; Michèle Sebag; Youssef Hamadi; Marc Schoenauer; Christian Schulte 001 (LION, 2013)

Guest editorial: special issue - revised selected papers of the LION 6 conference. - Youssef Hamadi; Marc Schoenauer (Ann. Math. Artif. Intell., 2013)

KL-based Control of the Learning Schedule for Surrogate Black-Box Optimization. - Ilya Loshchilov; Marc Schoenauer; Michèle Sebag (CoRR, 2013)

Strategic Planning in Air Traffic Control as a Multi-objective Stochastic Optimization Problem. - Gaétan Marceau; Pierre Savéant; Marc Schoenauer (CoRR, 2013)

Computational Methods for Probabilistic Inference of Sector Congestion in Air Traffic Management. - Gaétan Marceau; Pierre Savéant; Marc Schoenauer (CoRR, 2013)

Programming by Feedback. - Marc Schoenauer; Riad Akrour; Michèle Sebag; Jean-Christophe Souplet (ICML, 2014)

Maximum Likelihood-Based Online Adaptation of Hyper-Parameters in CMA-ES. - Ilya Loshchilov; Marc Schoenauer; Michèle Sebag; Nikolaus Hansen (PPSN, 2014)

Racing Multi-objective Selection Probabilities. - Gaétan Marceau-Caron; Marc Schoenauer (PPSN, 2014)

Parameter Setting for Multicore CMA-ES with Large Populations. - Nacim Belkhir; Johann Dréo; Pierre Savéant; Marc Schoenauer (Artificial Evolution, 2015)

Greedy Semantic Local Search for Small Solutions. - Robyn Ffrancon; Marc Schoenauer (Artificial Evolution, 2015)

True Pareto Fronts for Multi-objective AI Planning Instances. - Alexandre Quemy; Marc Schoenauer (EvoCOP, 2015)

Memetic Semantic Genetic Programming. - Robyn Ffrancon; Marc Schoenauer (GECCO, 2015)

Design of an Autonomous Intelligent Demand-Side Management System by using Electric Vehicles as Mobile Energy Storage Units by Means of Evolutionary Algorithms. - Edgar Galván López; Marc Schoenauer; Constantinos Patsakis (IJCCI (ECTA), 2015)

Demand-Side Management: Optimising Through Differential Evolution Plug-in Electric Vehicles to Partially Fulfil Load Demand. - Edgar Galván López; Marc Schoenauer; Constantinos Patsakis; Leonardo Trujillo (IJCCI (Selected Papers), 2015)

Solving Large MultiZenoTravel Benchmarks with Divide-and-Evolve. - Alexandre Quemy; Marc Schoenauer; Vincent Vidal 001; Johann Dréo; Pierre Savéant (LION, 2015)

VorAIS: A Multi-Objective Voronoi Diagram-based Artificial Immune System. - Luis Martí; Arsène Fansi Tchango; Laurent Navarro; Marc Schoenauer (GECCO (Companion), 2016)

Surrogate Assisted Feature Computation for Continuous Problems. - Nacim Belkhir; Johann Dréo; Pierre Savéant; Marc Schoenauer (LION, 2016)

Anti Imitation-Based Policy Learning. - Michèle Sebag; Riad Akrour; Basile Mayeur; Marc Schoenauer (ECML/PKDD (2), 2016)

Feature Based Algorithm Configuration: A Case Study with Differential Evolution. - Nacim Belkhir; Johann Dréo; Pierre Savéant; Marc Schoenauer (PPSN, 2016)

On the Use of Semantics in Multi-objective Genetic Programming. - Edgar Galván López; Efrén Mezura-Montes; Ouassim Ait ElHara; Marc Schoenauer (PPSN, 2016)

Anomaly Detection with the Voronoi Diagram Evolutionary Algorithm. - Luis Martí; Arsène Fansi Tchango; Laurent Navarro; Marc Schoenauer (PPSN, 2016)

On the Use of Dynamic GP Fitness Cases in Static and Dynamic Optimisation Problems. - Edgar Galván López; Lucia Vázquez-Mendoza; Marc Schoenauer; Leonardo Trujillo (Artificial Evolution, 2017)

Per instance algorithm configuration of CMA-ES with limited budget. - Nacim Belkhir; Johann Dréo; Pierre Savéant; Marc Schoenauer (GECCO, 2017)

Dynamic GP fitness cases in static and dynamic optimisation problems. - Edgar Galván López; Lucia Vázquez-Mendoza; Marc Schoenauer; Leonardo Trujillo (GECCO (Companion), 2017)

Progressively adding objectives: a case study in anomaly detection. - Luis Martí; Arsène Fansi Tchango; Laurent Navarro; Marc Schoenauer (GECCO, 2017)

ASAP.V2 and ASAP.V3: Sequential optimization of an Algorithm Selector and a Scheduler. - François Gonard; Marc Schoenauer; Michèle Sebag (OASC, 2017)

Toward Optimal Run Racing: Application to Deep Learning Calibration. - Olivier Bousquet; Sylvain Gelly; Karol Kurach; Marc Schoenauer; Michèle Sebag; Olivier Teytaud; Damien Vincent (CoRR, 2017)

Stochastic Gradient Descent: Going As Fast As Possible But Not Faster. - Alice Schoenauer Sebag; Marc Schoenauer; Michèle Sebag (CoRR, 2017)

Introducing machine learning for power system operation support. - Benjamin Donnot; Isabelle Guyon; Marc Schoenauer; Patrick Panciatici; Antoine Marot (CoRR, 2017)

Fast Power system security analysis with Guided Dropout. - Benjamin Donnot; Isabelle Guyon; Antoine Marot; Marc Schoenauer; Patrick Panciatici (ESANN, 2018)

Bio-inspired approaches to anomaly and intrusion detection. - Luis Martí; Marc Schoenauer (GECCO (Companion), 2018)

Anticipating contingengies in power grids using fast neural net screening. - Benjamin Donnot; Isabelle Guyon; Marc Schoenauer; Antoine Marot; Patrick Panciatici (IJCNN, 2018)

Optimization of computational budget for power system risk assessment. - Benjamin Donnot; Isabelle Guyon; Antoine Marot; Marc Schoenauer; Patrick Panciatici (ISGT Europe, 2018)

Tutorials at PPSN 2018. - 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; et al. (PPSN (2), 2018)

An artificial immune system for offline isolated handwritten arabic character recognition. - Chaouki Boufenar; Mohamed Batouche; Marc Schoenauer (Evol. Syst., 2018)

On the Behaviour of Differential Evolution for Problems with Dynamic Linear Constraints. - Maryam Hasani-Shoreh; Maria Yaneli Ameca-Alducin; Wilson Blaikie; Marc Schoenauer (CEC, 2019)

LEAP nets for power grid perturbations. - Benjamin Donnot; Balthazar Donon; Isabelle Guyon; Zhengying Liu; Antoine Marot; Patrick Panciatici; Marc Schoenauer (ESANN, 2019)

Promoting semantic diversity in multi-objective genetic programming. - Edgar Galván; Marc Schoenauer (GECCO, 2019)

Optimizing coverage of simulated driving scenarios for the autonomous vehicle. - Marc Nabhan; Marc Schoenauer; Yves Tourbier; Hiba Hage (ICCVE, 2019)

Multi-Domain Adversarial Learning. - Alice Schoenauer Sebag; Louise Heinrich; Marc Schoenauer; Michèle Sebag; Lani F. Wu; Steven J. Altschuler (ICLR (Poster), 2019)

Automated Machine Learning with Monte-Carlo Tree Search. - Herilalaina Rakotoarison; Marc Schoenauer; Michèle Sebag (IJCAI, 2019)

On the Behaviour of Differential Evolution for Problems with Dynamic Linear Constraints. - Maryam Hasani-Shoreh; Maria Yaneli Ameca-Alducin; Wilson Blaikie; Frank Neumann 001; Marc Schoenauer (CoRR, 2019)

Automated Machine Learning with Monte-Carlo Tree Search (Extended Version). - Herilalaina Rakotoarison; Marc Schoenauer; Michèle Sebag (CoRR, 2019)

CAMUS: A Framework to Build Formal Specifications for Deep Perception Systems Using Simulators. - Julien Girard-Satabin; Guillaume Charpiat; Zakaria Chihani; Marc Schoenauer (ECAI, 2020)

Deep Statistical Solvers. - Balthazar Donon; Zhengying Liu; Wenzhuo Liu; Isabelle Guyon; Antoine Marot; Marc Schoenauer (NeurIPS, 2020)

The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities. - 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; et al. (Artif. Life, 2020)

LEAP nets for system identification and application to power systems. - Balthazar Donon; Benjamin Donnot; Isabelle Guyon; Zhengying Liu; Antoine Marot; Patrick Panciatici; Marc Schoenauer (Neurocomputing, 2020)

Zoetrope genetic programming for regression. - Aurélie Boisbunon; Carlo Fanara; Ingrid Grenet; Jonathan Daeden; Alexis Vighi; Marc Schoenauer (GECCO, 2021)

Paradiseo: from a modular framework for evolutionary computation to the automated design of metaheuristics: 22 years of Paradiseo. - Johann Dréo; Arnaud Liefooghe; Sébastien Vérel; Marc Schoenauer; Juan Julián Merelo Guervós; Alexandre Quemy; Benjamin Bouvier; Jan Gmys (GECCO Companion, 2021)

Multi-resolution Graph Neural Networks for PDE Approximation. - Wenzhuo Liu; Mouadh Yagoubi; Marc Schoenauer (ICANN (3), 2021)

On Refining BERT Contextualized Embeddings using Semantic Lexicons. - Georgios Zervakis 002; Emmanuel Vincent 001; Miguel Couceiro; Marc Schoenauer (MLSMKG@PKDD/ECML, 2021)

DISCO Verification: Division of Input Space into COnvex polytopes for neural network verification. - Julien Girard-Satabin; Aymeric Varasse; Marc Schoenauer; Guillaume Charpiat; Zakaria Chihani (CoRR, 2021)

Frugal Machine Learning. - Mikhail Evchenko; Joaquin Vanschoren; Holger H. Hoos; Marc Schoenauer; Michèle Sebag (CoRR, 2021)

Multi-objective Genetic Programming for Explainable Reinforcement Learning. - Mathurin Videau; Alessandro Ferreira Leite; Olivier Teytaud; Marc Schoenauer (EuroGP, 2022)

Learning meta-features for AutoML. - Herilalaina Rakotoarison; Louisot Milijaona; Andry Rasoanaivo; Michèle Sebag; Marc Schoenauer (ICLR, 2022)

An Analogy based Approach for Solving Target Sense Verification. - Georgios Zervakis 002; Emmanuel Vincent 001; Miguel Couceiro; Marc Schoenauer; Esteban Marquer (NLPIR, 2022)

CD-ROM: Complementary Deep-Reduced Order Model. - Emmanuel Menier; Michele Alessandro Bucci; Mouadh Yagoubi; Lionel Mathelin; Marc Schoenauer (CoRR, 2022)

Continuous Methods : Hamiltonian Domain Translation. - Emmanuel Menier; Michele Alessandro Bucci; Mouadh Yagoubi; Lionel Mathelin; Marc Schoenauer (CoRR, 2022)

DS-GPS : A Deep Statistical Graph Poisson Solver (for faster CFD simulations). - Matthieu Nastorg; Marc Schoenauer; Guillaume Charpiat; Thibault Faney; Jean-Marc Gratien; Michele Alessandro Bucci (CoRR, 2022)

Continuous Methods : Adaptively intrusive reduced order model closure. - Emmanuel Menier; Michele Alessandro Bucci; Mouadh Yagoubi; Lionel Mathelin; Thibault Dairay; Raphaël Meunier; Marc Schoenauer (CoRR, 2022)

Memetic Semantic Genetic Programming for Symbolic Regression. - Alessandro Ferreira Leite; Marc Schoenauer (EuroGP, 2023)

Interactive Latent Diffusion Model. - Mathurin Videau; Nickolai Knizev; Alessandro Ferreira Leite; Marc Schoenauer; Olivier Teytaud (GECCO, 2023)

MultiZenoTravel: a Tunable Benchmark for Multi-Objective Planning with Known Pareto Front. - Alexandre Quemy; Marc Schoenauer; Johann Dréo (CoRR, 2023)

Meta-Learning for Airflow Simulations with Graph Neural Networks. - Wenzhuo Liu; Mouadh Yagoubi; Marc Schoenauer (CoRR, 2023)

Interpretable learning of effective dynamics for multiscale systems. - Emmanuel Menier; Sebastian Kaltenbach; Mouadh Yagoubi; Marc Schoenauer; Petros Koumoutsakos (CoRR, 2023)

Learning Structural Causal Models through Deep Generative Models: Methods, Guarantees, and Challenges. - Audrey Poinsot; Alessandro Ferreira Leite; Nicolas Chesneau; Michèle Sebag; Marc Schoenauer (IJCAI, 2024)

Multi-Level GNN Preconditioner for Solving Large Scale Problems. - Matthieu Nastorg; Jean-Marc Gratien; Thibault Faney; Michele Alessandro Bucci; Guillaume Charpiat; Marc Schoenauer (IPDPS (Workshops), 2024)

An implicit GNN solver for Poisson-like problems. - Matthieu Nastorg; Michele Alessandro Bucci; Thibault Faney; Jean-Marc Gratien; Guillaume Charpiat; Marc Schoenauer (Comput. Math. Appl., 2024)

ML4PhySim : Machine Learning for Physical Simulations Challenge (The airfoil design). - Mouadh Yagoubi; Milad Leyli-Abadi; David Danan; Jean-Patrick Brunet; Jocelyn Ahmed Mazari; Florent Bonnet; Asma Farjallah; Marc Schoenauer; Patrick Gallinari (CoRR, 2024)

NeurIPS 2024 ML4CFD Competition: Harnessing Machine Learning for Computational Fluid Dynamics in Airfoil Design. - 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 (CoRR, 2024)

Evolutionary Retrofitting. - Mathurin Videau; Mariia Zameshina; Alessandro Ferreira Leite; Laurent Najman; Marc Schoenauer; Olivier Teytaud (CoRR, 2024)

Mixture of Experts in Image Classification: What's the Sweet Spot? - Mathurin Videau; Alessandro Ferreira Leite; Marc Schoenauer; Olivier Teytaud (CoRR, 2024)

Evolutionary Pre-Prompt Optimization for Mathematical Reasoning. - Mathurin Videau; Alessandro Ferreira Leite; Marc Schoenauer; Olivier Teytaud (CoRR, 2024)

Evolutionary Computation: Back to the Future. - Marc Schoenauer (GECCO, 2025)

From Bytes to Ideas: Language Modeling with Autoregressive U-Nets. - Mathurin Videau; Badr Youbi Idrissi; Alessandro Ferreira Leite; Marc Schoenauer; Olivier Teytaud; David Lopez-Paz (CoRR, 2025)

Memetic semantic boosting for symbolic regression. - Alessandro Ferreira Leite; Marc Schoenauer (Genet. Program. Evolvable Mach., 2025)

Tuning without Peeking: Provable Privacy and Generalization Bounds for LLM Post-Training. - Ismail Labiad; Mathurin Videau; Matthieu Kowalski; Marc Schoenauer; Alessandro Ferreira Leite; Julia Kempe; Olivier Teytaud (CoRR, 2025)