PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Marc Schoenauer

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Number of EPrints submitted by this user: 66

LS-CMA-ES: a Second-order algorithm for Covariance Matrix Adaptation
Anne Auger, Marc Schoenauer and Nicolas Vanhaecke
In: PPSN 2004, Sept. 2004, Birmingham.

Dimension-independent convergence rate for non-isotropic (1,\lambda)-ES
Anne Auger, Claude LeBris and Marc Schoenauer
In: GECCO 2003, July 2003, Chicago.

{Dimension-independent convergence rate for non-isotropic (1,\lambda)-ES
Anne Auger, Claude LeBris and Marc Schoenauer
In: GECCO 2003, July 2003, Chicago.

Robustness in the long run: Auto-teaching vs Anticipation in Evolutionary Robotics
Nicolas Godzik, Marc Schoenauer and Michèle Sebag
In: PPSN 2004, September 2004, Birmingham.

Evolution of Voronoi-based Fuzzy Controllers
Carlos Kavka and Marc Schoenauer
In: PPSN 2004, September 2004, Birmingham.

Dominance Based Crossover Operator for Evolutionary Multi-objective Algorithms
Olga Roudenko and Marc Schoenauer
In: PPSN 2004, September 2004, Birmingham.

Artificial Agents and Speculative Bubbles
Yann Semet, Sylvain Gelly, Marc Schoenauer and Michele Sebag
In: Computational Finance and its Applications, April 2004, Bologna.

Method to build balnced geological profiles by Evolutionary Algorithms 05/09 023.
IFP
(2005)

A geologically-sound representation for evolutionary multi-objective subsurface identification
Vijay Pratap Singh, Marc Schoenauer and Michel Léger
In: IEEE Congress on Evolutionary Computation - CEC'05, 02-sept 2005, Edinburgh - UK.

An efficient memetic, permutation-based evolutionary algorithm for real-world train timetabling
Marc Schoenauer and Yann Semet
In: Congress of Evolutionary Computation, 02 Sept 2005, Edinburgh, UK.

Evolution of Voronoi based Fuzzy Recurrent Controllers
Carlos Kavka, Patricia Roggero and Marc Schoenauer
In: GECCO 2005, 25 june 2005, Washington DC, USA.

A Statistical Learning Theory Approach of Bloat
Olivier Teytaud, Sylvain Gelly, Nicolas Bredeche and Marc Schoenauer
In: Genetic and Evolutionary Computation Conference, 25 june 2005, Washington D.C. USA.

Pareto Optimal Sensing Strategies for an Active Vision System
Marc Schoenauer, Enrique Dunn, Gustavo Olague and Evelyne Lutton
In: CEC 2004, 20 JUNE 2004, Portland, USA.

Adaptive Operator Selection with Dynamic Multi-Armed Bandits
Luis DaCosta, Alvaro Fialho, Marc Schoenauer and Michele Sebag
In: Genetic and Evolutionary Computation Conference (GECCO), July 2008, Atlanta.

local and global oder 3/2 convergence of a surrogate evolutionary algorithm
Anne Auger, Marc Schoenauer and Olivier Teytaud
In: GECCO - genetic and evolution computation conference, 25 june 2005, Washington, USA.

ATNoSFERES revisited
Samuel Landau, Olivier Sigaud and Marc Schoenauer
In: Genetic and Evolutionary Computation Conference, GECCO-2005, 25 june 2005, Washington DC, USA.

Universal Consistency and Bloat in GP
Sylvain Gelly, Olivier Teytaud, Nicolas Bredeche and Marc Schoenauer
Revue d'Intelligence artificielle 2006.

Genetic Programming, Validation Sets, and Parsimony Pressure
Christian Gagné, Marc Schoenauer, Marc Parizeau and Marco Tomassini
In: EuroGP 2006, 10-12 Apr 2006, Budapest.

Genetic Programming for Kernel-based Learning with Co-evolving Subsets Selection
Christian Gagné, Marc Schoenauer, Michele Sebag and Marco Tomassini
In: PPSN'06, 9-13 Sept 2006, Reykjavik.

On the Spectacular Benefits of Non-Random Initialisation, an Example in Train Scheduling
Yann Semet and Marc Schoenauer
In: GECCO'2006, 8-12 July 2006, Seattle (USA).

Divide-and-Evolve: a New Memetic Scheme for Domain-Independent Temporal Planning
Marc Schoenauer, Pierre Savéant and VIncent Vidal
In: EvoCOP 2006, 10-12 Apr 2006, Budapest (Hungaria).

Functional Brain Imaging with Multi-Objective Multi-Modal Evolutionary Optimization
Vojtech Vojtech Krmicek and Michele Sebag
In: PPSN'06, 9-13 Sept. 2006, Reykjavik.

Parameter Setting for Evolutionary Latent Class Clustering
Damien Tessier, Marc Schoenauer, Christophe Biernacki, Gilles Celeux and Gérard Govaert
In: Second International Symposium, ISICA 2007, 21-24 Sept 2007, Wuhan, China.

Identification of the Isotherm Function in Chromatography Using CMA-ES
Mohamed Jebalia, Anne Auger, Marc Schoenauer, François James and Marie Postel
In: IEEE Comgress on Evolutionary Computation (2007) IEEE Press , pp. 1879-1886.

Optimising the topology of complex neural networks
Fei Jiang, Hugues Berry and Marc Schoenauer
In: 3rd European Conference on Complex Systems, 1-5 Oct. 2007, Dresden, Germany.

Unsupervised Learning of Echo State Networks: A case study in Artificial Embryogeny.
Alexandre Devert, Nicolas Bredeche and Marc Schoenauer
In: Artificial Evolution 2007, 29-31 Oct. 2007, Tours, France.

Robust Multi-Cellular Developmental Design
Alexandre Devert, Nicolas Bredeche and Marc Schoenauer
In: Proc. GECCO'07 (2007) ACM Press , pp. 982-989.

Ensemble Learning for Free with Evolutionary Algorithms ?
Christian Gagné, Michele Sebag, Marc Schoenauer and Marco Tomassini
In: Proc. GECCO'07 (2007) ACM Press , pp. 1782-1789.

Parameter Control in Evolutionary Algorithms
A.E. Eiben, Zbigniew Michalewicz, Marc Schoenauer and Jim Smith
In: Parameter Setting in Evolutionary Algorithms Studies in Computational Intelligence (54). (2007) Springer Verlag , pp. 19-46.

A simple genetic algorithm for the optimization of multidomain protein homology models driven by NMR residual dipolar coupling and small angle X-ray scattering data
Fabien Mareuil, Christina Sizun, Javier Perez, Marc Schoenauer, Jean-Yves Lallemand and François Bontems
European Biophysics Journal Volume 37, Number 1, 95-1-4, 2007.

Divide-and-Evolve: a Sequential Hybridization Strategy using Evolutionary Algorithms
Marc Schoenauer, Pierre Savéant and Vincent Vidal
In: Advances in Metaheuristics for Hard Optimization (2007) Springer Verlag , pp. 179-198.

Evolving Scale-Free Topologies using a Gene Regulatory Network Model
Miguel Nicolau and Marc Schoenauer
In: CEC'08, 1-6 June 2008, Hong-Kong.

Extreme Value Based Adaptive Operator Selection
Alvaro Fialho, Luis DaCosta, Marc Schoenauer and Michele Sebag
In: Parallel Problem Solving from Nature (PPSN'08), September 2008, Dortmund.

Supervised and Evolutionary Learning of Echo State Networks
Fei Jiang, Hugues Berry and Marc Schoenauer
In: Parallel Problem Solving from Nature (PPSN'08), September 2008, Dortmund.

Automatic wave-equation migration velocity inversion using multiobjective evolutionary algorithms
Vijay Pratap Singh, Bernard Duquet, Michel Léger and Marc Schoenauer
Geophysics Volume 73, VE61-VE73, 2008.

Analysis of Adaptive Operator Selection Techniques on the Royal Road and Long K-Path Problems
Alvaro Fialho, Marc Schoenauer and Michele Sebag
In: Proceedings of the 11th Annual Conference on Genetic and Evolutionary Computation (GECCO), July 2009, Montreal.

Extreme Compass and Dynamic Multi-Armed Bandits for Adaptive Operator Selection
Jorge Maturana, Alvaro Fialho, Frédéric Saubion, Marc Schoenauer and Michele Sebag
In: CEC'09: Proceedings of the IEEE International Conference on Evolutionary Computation, May 2009, Trondheim.

On the Evolution of Scale-Free Topologies with a Gene Regulatory Network Model
Miguel Nicolau and Marc Schoenauer
BioSystems Journal Volume 93, Number 3, pp. 137-148, 2009.

Multidisciplinary Optimisation in the Design of Future Space Launchers
G. Collange, N. Delattre, N. Hansen, I. Quinquis and Marc Schoenauer
In: Multidisciplinary Design Optimization in Computational Mechanics (2010) John Wiley , pp. 487-496.

Artificial Ontogeny for Truss Structure Design
Alexandre Devert, Nicolas Bredeche and Marc Schoenauer
In: Workshop on Spatial Computing (SCW) at the second IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2008.

Unsupervised Learning of Echo State Networks: Balancing the Double Pole
Fei Jiang, Hugues Berry and Marc Schoenauer
In: GECC0 - Genetic and Evolutionary Computation COnference, 2008.

Validation of a morphogenesis model of Drosophila early development by a multi-objective evolutionary optimization algorithm
Rui Dilao, Daniele Muraro, Miguel Nicolau and Marc Schoenauer
In: European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics LNCS , 5483 (5483). (2009) Springer Verlag , pp. 176-190. ISBN 978-3-642-01183-2

Evolving Specific Network Statistical Properties using a Gene Regulatory Network Model
Miguel Nicolau and Marc Schoenauer
In: Genetic and Evolutionary Computation Conference (Genetic and Evolutionary Computation Conference 2009 (2009) ACM , pp. 723-730.

Bringing Evolutionary Computation to Industrial Applications with GUIDE
Luis DaCosta and Marc Schoenauer
In: Genetic and Evolutionary Computation Conference 2009 (2009) ACM , pp. 1467-1474.

Divide-And-Evolve Facing State-of-the-art Temporal Planners during the 6th International Planning Competition
Jacques Bibaï, Marc Schoenauer and Pierre Savéant
In: 9th European Conf. on Evolutionary Computation in Combinatorial Optimization (EvoCOP'09) LNCS (5482). (2009) Springer Verlag , pp. 133-144. ISBN 978-3-642-01008-8

Experimental Comparisons of Derivative Free Optimization Algorithms
Anne Auger, Nikolaus Hansen, Jorge Perez Zerpa, Raymond Ros and Marc Schoenauer
In: 8th International Symposium on Experimental Algorithms LNCS (5526). (2009) Springer Verlag , pp. 3-15. ISBN 978-3-642-02010-0

A Statistical Learning Perspective of Genetic Programming
Merve Amil, Nicolas Bredeche, Christian Gagné, Sylvain Gelly, Marc Schoenauer and Olivier Teytaud
In: Genetic Programming 12th European Conference, EuroGP 2009 LNCS (5481). (2009) Springer Verlag , pp. 327-338. ISBN 978-3-642-01180-1

An Evolutionary Metaheuristic Based on State Decomposition for Domain-Independent Satisficing Planning
Jacques Bibaï, Pierre Savéant, Marc Schoenauer and Vincent Vidal
In: ICAPS 2010, 12-16 May 2010, Toronto, Canada.

Analyzing Bandit-based Adaptive Operator Selection Mechanisms
Alvaro Fialho, Luis Da Costa, Marc Schoenauer and Michele Sebag
Annals of Mathematics and Artificial Intelligence -- Special Issue on Learning and Intelligent Optimization Volume 60, pp. 25-64, 2010.

Robustness and the Halting Problem for Multi-Cellular Artificial Ontogeny
Alexandre Devert, Nicolas Bredeche and Marc Schoenauer
IEEE Transactions on Evolutionary Computation Volume 15, Number 3, pp. 387-404, 2011.

Impacts of Invariance in Search: When CMA-ES and PSO Face ill-Conditioned and Non-Separable Problems
Nikolaus Hansen, Raymond Ros, Nicholas Mauny, Marc Schoenauer and Anne Auger
Applied Soft Computing Volume 11, Number 8, pp. 5755-5769, 2011.

Adaptive Coordinate Descent
Ilya Loshchilov, Marc Schoenauer and Michele Sebag
In: ACM-GECCO, 12-16 July 2011, Dublin.

Not all parents are equal for MO-CMA-ES
Ilya Loshchilov, Marc Schoenauer and Michele Sebag
In: EMO 2011, 5-8 April 2011, Ouro Preto, Brazil.

Gene Regulatory Network and Spatial Computation: A Case Study
Sylvain Cussat-Blanc, Nicolas Bredeche, Hervé Luga, Yves Duthen and Marc Schoenauer
In: ECAL 2011, 8-11 August 2011, Paris, France.

The Grand Challenge of Computer Go: Monte Carlo Tree Search and Extensions
Sylvain Gelly, Marc Schoenauer, Michele Sebag, Olivier Teytaud, L. Kocsis, David Silver and Csaba Szepesvari
Communications of the ACM Volume 55, Number 3, pp. 106-113, 2012.

APRIL: Active Preference Learning-Based Reinforcement Learning
Riad Akrour, Marc Schoenauer and Michele Sebag
In: ECML/PKDD, 24-28 Sept. 2012, Bristol.

Alternative Restart Strategies for CMA-ES
Ilya Loschilov, Marc Schoenauer and Michele Sebag
In: PPSN XII, 1-5 Sept. 2012, Taormina, Italy.

Self-Adaptive Surrogate-Assisted Covariance Matrix Adaptation Evolution Strategy
Ilya Loschilov, Marc Schoenauer and Michele Sebag
In: GECCO 2012, 7-12 July 2012, Philadelphia, USA.

Pilot, Rollout and Monte Carlo Tree Search Methods for Combinatorial Optimization
Thomas Runarsson, Marc Schoenauer and Michele Sebag
In: LION 6, 16-20 Jan. 2012, Roma.

Asynchronous Master/Slave MOEAs and Heterogeneous Evaluation Costs
Mouadh Yagoubi and Marc Schoenauer
In: GECCO 2012, 7-12 July 2012, Philadelphia, USA.

Learn-and-Optimize: a Parameter Tuning Framework for Evolutionary AI Planning
Matthias Brendel and Marc Schoenauer
In: Evolution Artificielle 2011, 24-26 Oct. 2011, Angers, France.

Preference-Based Policy Learning
Riad Akrour, Marc Schoenauer and Michele Sebag
In: ECML/PKDD 2011, 5-9 Sept. 2011, Athens, Greece.

Gene Regulatory Network and Spatial Computation: A Case Study
Sylvain Cussat-Blanc, Nicolas Bredeche, Hervé Luga, Yves Duthen and Michele Sebag
In: ECAL 2011, 8-12 Aug. 2011, Paris, France.

A Rigorous Runtime Analysis for Quasi-Random Restarts and Decreasing Stepsize
Fabien Teytaud, Olivier Teytaud and Marc Schoenauer
In: Evolution Artificielle 2011, 24-26 Oct. 2011, Angers, France.

Asynchronous Evolutionary Multi-Objective Algorithms with heterogeneous evaluation costs
Mouadh Yagoubi, Ludovic Thobois and Marc Schoenauer
In: CEC 2011, 5-8 June 2011, New Orleans, USA.

Multi-Objective AI Planning: Evaluating DAE-YAHSP on a Tunable Benchmark
Mohamed-Redouane Khouadjia, Marc Schoenauer, Vncent Vidal, Johann Dréo and Pierre Savéant
In: EMO 2013, 19-22 March 2013, Sheffield, UK.