Marc Schoenauer
Orcid: 0000-0003-1450-6830
According to our database1,
Marc Schoenauer
authored at least 238 papers
between 1990 and 2025.
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Bibliography
2025
Genet. Program. Evolvable Mach., June, 2025
2024
NeurIPS 2024 ML4CFD Competition: Harnessing Machine Learning for Computational Fluid Dynamics in Airfoil Design.
CoRR, 2024
ML4PhySim : Machine Learning for Physical Simulations Challenge (The airfoil design).
CoRR, 2024
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024
Learning Structural Causal Models through Deep Generative Models: Methods, Guarantees, and Challenges.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
2023
MultiZenoTravel: a Tunable Benchmark for Multi-Objective Planning with Known Pareto Front.
CoRR, 2023
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Proceedings of the Genetic Programming - 26th European Conference, 2023
2022
CoRR, 2022
Proceedings of the 2022 6th International Conference on Natural Language Processing and Information Retrieval, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Genetic Programming - 25th European Conference, 2022
2021
DISCO Verification: Division of Input Space into COnvex polytopes for neural network verification.
CoRR, 2021
Proceedings of the Machine Learning with Symbolic Methods and Knowledge Graphs co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2021), 2021
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021
Paradiseo: from a modular framework for evolutionary computation to the automated design of metaheuristics: 22 years of Paradiseo.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
2020
Neurocomputing, 2020
The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities.
Artif. Life, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
CAMUS: A Framework to Build Formal Specifications for Deep Perception Systems Using Simulators.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
2019
CoRR, 2019
On the Behaviour of Differential Evolution for Problems with Dynamic Linear Constraints.
CoRR, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 2019 IEEE International Conference on Connected Vehicles and Expo, 2019
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019
On the Behaviour of Differential Evolution for Problems with Dynamic Linear Constraints.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
2018
An artificial immune system for offline isolated handwritten arabic character recognition.
Evol. Syst., 2018
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018
Proceedings of the 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018
2017
ASAP.V2 and ASAP.V3: Sequential optimization of an Algorithm Selector and a Scheduler.
Proceedings of the Open Algorithm Selection Challenge 2017, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the Artificial Evolution, 2017
2016
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016
Proceedings of the Learning and Intelligent Optimization - 10th International Conference, 2016
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
2015
Proceedings of the Learning and Intelligent Optimization - 9th International Conference, 2015
Demand-Side Management: Optimising Through Differential Evolution Plug-in Electric Vehicles to Partially Fulfil Load Demand.
Proceedings of the Computational Intelligence - International Joint Conference, 2015
Design of an Autonomous Intelligent Demand-Side Management System by using Electric Vehicles as Mobile Energy Storage Units by Means of Evolutionary Algorithms.
Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2015
Proceedings of the Artificial Evolution, 2015
Proceedings of the Artificial Evolution, 2015
2014
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
2013
Computational Methods for Probabilistic Inference of Sector Congestion in Air Traffic Management.
CoRR, 2013
Strategic Planning in Air Traffic Control as a Multi-objective Stochastic Optimization Problem.
CoRR, 2013
CoRR, 2013
Ann. Math. Artif. Intell., 2013
Hybridizing Constraint Programming and Monte-Carlo Tree Search: Application to the Job Shop Problem.
Proceedings of the Learning and Intelligent Optimization - 7th International Conference, 2013
Quality Measures of Parameter Tuning for Aggregated Multi-Objective Temporal Planning.
Proceedings of the Learning and Intelligent Optimization - 7th International Conference, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Multiobjective optimization for reducing delays and congestion in air traffic management.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Intensive surrogate model exploitation in self-adaptive surrogate-assisted cma-es (saacm-es).
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2013
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013
Proceedings of the Principles and Practice of Constraint Programming, 2013
Multiobjective tactical planning under uncertainty for air traffic flow and capacity management.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
Editorial for the Special Issue on Automated Design and Assessment of Heuristic Search Methods.
Evol. Comput., 2012
Commun. ACM, 2012
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012
Proceedings of the Learning and Intelligent Optimization - 6th International Conference, 2012
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Black-box optimization benchmarking of NIPOP-aCMA-ES and NBIPOP-aCMA-ES on the BBOB-2012 noiseless testbed.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Black-box optimization benchmarking of IPOP-saACM-ES and BIPOP-saACM-ES on the BBOB-2012 noiseless testbed.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
A Multi-objective Approach to Balance Buildings Construction Cost and Energy Efficiency.
Proceedings of the ECAI 2012, 2012
Proceedings of the Autonomous Search, 2012
2011
IEEE Trans. Evol. Comput., 2011
Impacts of invariance in search: When CMA-ES and PSO face ill-conditioned and non-separable problems.
Appl. Soft Comput., 2011
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011
On-Board Evolutionary Algorithm and Off-Line Rule Discovery for Column Formation in Swarm Robotics.
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Optimizing architectural and structural aspects of buildings towards higher energy efficiency.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the Evolutionary Multi-Criterion Optimization, 2011
Proceedings of the Advances in Artificial Life: 20th Anniversary Edition, 2011
Asynchronous Evolutionary Multi-Objective Algorithms with heterogeneous evaluation costs.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
Proceedings of the Artificial Evolution, 2011
Proceedings of the Artificial Evolution, 2011
2010
Ann. Math. Artif. Intell., 2010
Proceedings of the Simulated Evolution and Learning - 8th International Conference, 2010
Proceedings of the Fourth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2010
Proceedings of the Parallel Problem Solving from Nature, 2010
Proceedings of the Parallel Problem Solving from Nature, 2010
Proceedings of the Parallel Problem Solving from Nature, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Fitness-AUC bandit adaptive strategy selection vs. the probability matching one within differential evolution: an empirical comparison on the bbob-2010 noiseless testbed.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2010
Proceedings of the Genetic Programming, 13th European Conference, 2010
An Evolutionary Metaheuristic Based on State Decomposition for Domain-Independent Satisficing Planning.
Proceedings of the 20th International Conference on Automated Planning and Scheduling, 2010
2009
Biosyst., 2009
Proceedings of the Experimental Algorithms, 8th International Symposium, 2009
Dynamic Multi-Armed Bandits and Extreme Value-Based Rewards for Adaptive Operator Selection in Evolutionary Algorithms.
Proceedings of the Learning and Intelligent Optimization, Third International Conference, 2009
Evolving specific network statistical properties using a gene regulatory network model.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation, 2009
Analysis of adaptive operator selection techniques on the royal road and long k-path problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Validation of a Morphogenesis Model of Drosophila Early Development by a Multi-objective Evolutionary Optimization Algorithm.
Proceedings of the Evolutionary Computation, 2009
Divide-And-Evolve Facing State-of-the-Art Temporal Planners during the 6th International Planning Competition.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2009
Proceedings of the Genetic Programming, 12th European Conference, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
2008
Proceedings of the Second IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2008
Proceedings of the Parallel Problem Solving from Nature, 2008
Proceedings of the Parallel Problem Solving from Nature, 2008
Divide-and-Evolve: a Sequential Hybridization Strategy Using Evolutionary Algorithms.
Proceedings of the Advances in Metaheuristics for Hard Optimization, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
2007
Proceedings of the Parameter Setting in Evolutionary Algorithms, 2007
Proceedings of the Advances in Computation and Intelligence, 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Exploring selection mechanisms for an agent-based distributed evolutionary algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the Artificial Evolution, 2007
2006
Universal Consistency and Bloat in GP Some theoretical considerations about Genetic Programming from a Statistical Learning Theory viewpoint.
Rev. d'Intelligence Artif., 2006
Proceedings of the Parallel Problem Solving from Nature, 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2006
Proceedings of the Genetic Programming, 9th European Conference, 2006
Proceedings of the Genetic Programming, 9th European Conference, 2006
2005
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Apprentissage statistique et programmation génétique: la croissance du code est-elle inévitable?
Proceedings of the Actes de CAP 05, Conférence francophone sur l'apprentissage automatique, 2005
A geologically-sound representation for evolutionary multi-objective subsurface identification.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
An efficient memetic, permutation-based evolutionary algorithm for real-world train timetabling.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
2004
Proceedings of the Parallel Problem Solving from Nature, 2004
Proceedings of the Parallel Problem Solving from Nature, 2004
Robotics and Multi-agent Systems Robustness in the Long Run: Auto-teaching vs Anticipation in Evolutionary Robotics.
Proceedings of the Parallel Problem Solving from Nature, 2004
Proceedings of the Parallel Problem Solving from Nature, 2004
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
2003
Proceedings of the Genetic and Evolutionary Computation, 2003
Proceedings of the Genetic and Evolutionary Computation, 2003
Proceedings of the Applications of Evolutionary Computing, 2003
Proceedings of the Artificial Evolution, 2003
Proceedings of the Artificial Evolution, 2003
2002
Proceedings of the Encyclopedia of Information Systems, 2002
Proceedings of the Parallel Problem Solving from Nature, 2002
JEO: Java Evolving Objects.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
Overview and software guide of evolutionary algorithms; A case study in quantum control.
Proceedings of the Quantum Control, 2002
Proceedings of the 2002 Congress on Evolutionary Computation, 2002
2001
Proceedings of the Artificial Evolution, 2001
Proceedings of the Artificial Evolution, 2001
Proceedings of the Artificial Evolution, 2001
2000
Genet. Program. Evolvable Mach., 2000
Proceedings of the Parallel Problem Solving from Nature, 2000
Proceedings of the 2000 Congress on Evolutionary Computation, 2000
Proceedings of the 2000 Congress on Evolutionary Computation, 2000
1999
Proceedings of the Foundations of Intelligent Systems, 11th International Symposium, 1999
Individual GP: an Alternative Viewpoint for the Resolution of Complex Problems.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999
Proceedings of the 1999 Congress on Evolutionary Computation, 1999
Proceedings of the 1999 Congress on Evolutionary Computation, 1999
Proceedings of the 1999 Congress on Evolutionary Computation, 1999
Two Evolutionary Approaches to Design Phase Plate for Tailoring Focal-Plane Irradiance Profile.
Proceedings of the Artificial Evolution, 4th European Conference, 1999
1998
Proceedings of the Genetic Programming, First European Workshop, 1998
Sphere Operators and Their Applicability for Constrained Parameter Optimization Problems.
Proceedings of the Evolutionary Programming VII, 7th International Conference, 1998
1997
Toward Civilized Evolution: Developing Inhibitions.
Proceedings of the 7th International Conference on Genetic Algorithms, 1997
Boundary Operators for Constrained Parameter Optimization Problems.
Proceedings of the 7th International Conference on Genetic Algorithms, 1997
Alternative Random Initialization in Genetic Algorithms.
Proceedings of the 7th International Conference on Genetic Algorithms, 1997
Proceedings of 1997 IEEE International Conference on Evolutionary Computation (ICEC '97), 1997
Proceedings of the Evolutionary Programming VI, 6th International Conference, 1997
Proceedings of the Artificial Evolution, Third European Conference, 1997
A Priori Comparison of Binary Crossover Operators: No Universal Statistical Measure, But a Set of Hints.
Proceedings of the Artificial Evolution, Third European Conference, 1997
1996
Evol. Comput., 1996
Proceedings of the Parallel Problem Solving from Nature, 1996
Proceedings of the Parallel Problem Solving from Nature, 1996
Controlling Evolution by Means of Machine Learning.
Proceedings of the Fifth Annual Conference on Evolutionary Programming, 1996
Shape Representations and Evolution Schemes.
Proceedings of the Fifth Annual Conference on Evolutionary Programming, 1996
1995
Evolutionary Chromatographic Law Identification by Recurrent Neural Nets.
Proceedings of the Fourth Annual Conference on Evolutionary Programming, 1995
Genetic Algorithms for Automatic Regrouping of Air Traffic Control Sectors.
Proceedings of the Fourth Annual Conference on Evolutionary Programming, 1995
Proceedings of the Machine Learning: ECML-95, 1995
Proceedings of the Artificial Evolution, European Conference, 1995
Proceedings of the Artificial Evolution, European Conference, 1995
Proceedings of the Artificial Evolution, European Conference, 1995
1994
Proceedings of the Parallel Problem Solving from Nature, 1994
Proceedings of the Parallel Problem Solving from Nature, 1994
Proceedings of the First IEEE Conference on Evolutionary Computation, 1994
Genetic Algorithms for Air Traffic Assignment.
Proceedings of the Eleventh European Conference on Artificial Intelligence, 1994
1993
Constrained GA Optimization.
Proceedings of the 5th International Conference on Genetic Algorithms, 1993
Proceedings of the Topics in Case-Based Reasoning, First European Workshop, 1993
1992
Learning to Control Inconsistent Knowledge.
Proceedings of the 10th European Conference on Artificial Intelligence, 1992
1991
Using Examples to Refine a Redundant Knowledge Base.
Proceedings of the European Workshop on the Verification and Validation of Knowledge-Based Systems, 1991
1990
Proceedings of the Machine Learning, 1990