Publications et communications
2011
''A multilevel Tabu Search with Backtracking for Exploring Weak Schur Numbers'', C. Fonlupt D. Robilliard, V. Marion-Poty, Amine Boumaza, to appear in Proceedings of Artificial Evolution 2011. Draft available.
''Linear Imperative Programming with Differential Evolution'', C. Fonlupt D. Robilliard, V. Marion-Poty, SSCI 2011 SDE - 2011 IEEE Symposium on Differential Evolution, Paris, France, 2011. Draft available.
''A Continuous Approach to Genetic Programming'', C. Fonlupt D. Robilliard, Proceedings of the 14th European Conference on Genetic Programming, Lecture Notes in Computer Science, Vol. 6621, pp. 335--346, Springer, Torino, April 2011.
2010
'' Meta-heuristic search and square Erickson matrices'', D. Robilliard, A. Boumaza, V. Marion-Poty, IEEE Congress on Evolutionary Computation, Barcelona, Spain, 2010. Draft available.
2009
'' Genetic Programming on Graphics Processing Units'', D. Robilliard, V. Marion-Poty, Cyril Fonlupt, Genetic Programming and Evolvable Machines, Volume 10, Number 4, 2009. DOI.
'' An empirical evaluation of the effectiveness of different types of predictor attributes in protein function prediction '', Fernando Otero, Marc Segond, Alex Freitas, Colin Johnson, Denis Robilliard, Cyril Fonlupt, chapter "Foundations of Computational Intelligence Volume 5", volume of "Studies in Computational Intelligence", Springer Verlag, pages: 339-357, ISSN: 1860-949X, ISBN: 978-3-642-01535-9, september 2009.
'' Genetic Programing for Protein Related Text Classification '', M. Segond, D. Robilliard, Cyril Fonlupt, Proceedings of GECCO'09, 2009. Draft available.
'' High Performance Genetic Programming on GPU'', D. Robilliard, V. Marion-Poty, Cyril Fonlupt, Proceedings of BADS'09 workshop, IEEE ICAC conference 2009. Draft available.
2008
'' Population Parallel GP on the G80 GPU'', D. Robilliard, V. Marion-Poty, Cyril Fonlupt, Proceedings of the 11th European Conference on Genetic Programming, Lecture Notes in Computer Science, Vol. 4971, pp. 98-109, Springer, March 2008. Draft available.
2007
''An Empirical Boosting Scheme for ROC-based Genetic Programming Classifiers'', D. Robilliard, V. Marion-Poty, S.Mahler, Cyril Fonlupt, Proceedings of the 10th European Conference on Genetic Programming, Lecture Notes in Computer Science, Vol. 4445, pp. 12-22, Springer, 11 - 13 April 2007. Draft available.
2006
''Evolutionary Computing for Detection of Retentive Structures in Coastal Waters'', M. Segond, D. Robilliard, V. Marion-Poty, Cyril Fonlupt, Journal of Software, Academy Publisher, vol. 1, issue 3, pages 14--23, ISSN 1796-217X, Sep. 2006. Draft available.
''Iterative Filter Generation Using Genetic Programming'', M. Segond, D. Robilliard, Cyril Fonlupt, in proc. Euro'GP 2006, Springer, LNCS, vol. 3905, pages 145--153, 2006. Draft available.
''Génération de filtres itératifs par programmation génétique'', M. Segond, C. Fonlupt, D. Robilliard, Congrès Reconnaissance de Formes et Intelligence Artificielle RFIA 2006, Tours, France, 2006. Draft available.
2005
'' Santa Fe Trail Hazards '', D. Robilliard, S.Mahler, D. Verhaghe, C. Fonlupt, in proc. Artificial Evolution 2005, LNCS 3871, Lille, Oct. 2005. Draft available.
'' JEB: Java Evolutionary Byte-code - Implementation and test '', F. Servant, D. Robilliard, C. Fonlupt, poster at the Artificial Evolution 2005 conference, Lille, Oct. 2005. Technical report available.
``Refining optimization problem structure notion --- Travelling salesman problem is strongly structured'', B. Weinberg C. Fonlupt D. Robilliard, technical report LIL-MESC-05-1, ULCO, 2005.
``Retentive structures detection: an evolutionary approach'', M. Segond C. Fonlupt D. Robilliard B. Planque P. Lazure, poster at European Geosciences Union EGU'2005, Vienna, Austria, 2005.
``Tarpeian bloat control and generalization accuracy'', S. Mahler D. Robilliard C. Fonlupt, proceedings of EuroGP 2005, LNCS 3447, pp. 203-214, Lausanne, Switzerland, 2005.
2003
``Ant algorithm for detection of retentive structures in coastal waters'', M. Segond S. Mahler D. Robilliard C. Fonlupt B. Planque P. Lazure, proceedings of Artificial Evolution 2003, LNCS 2936, pp. 166-176,Marseille, France, 2003.
``Exploring overfitting in genetic programming'', G. Paris D. Robilliard C. Fonlupt, proceedings of Artificial Evolution 2003, LNCS 2936, pp. 267-277, Marseille, France, 2003.
"Genetic programming with boosting for ambiguities in regression problems'', G. Paris D. Robilliard C. Fonlupt, proceedings of EuroGP 2003, LNCS 2279, pp183-193, Essex, UK, 2003. Draft available.
2002
"Variabilité hydrologique courantologique du golfe de Gascogne, determinées à partir de simulations hydrodynamiques.'', B. Planque P. Petitgas C. Fonlupt D. Robilliard P. Lazure A.M. Jégou. Présentation au colloque Golfe de Gascogne (Brest) décembre 2002.
``Validation of Genetic Programming Technique for Ocean Color Inversion '', M. Chami D. Robilliard C. Fonlupt, poster at the Ocean Optics XVI Conference , Sante Fe, USA, Nov. 2002.
Automatic recognition of mesoscale hydrodynamical structures using swarm algorithms.'', C. Fonlupt D. Robilliard P. Lazure B. Planque. poster at the Open Science Meeting - GLOBEC , Qingdao, Chine, Oct. 2002.
``Inversion of Oceanic Constituents in Case I and II Waters with Genetic Programming Algorithms '', M. Chami D. Robilliard, Applied Optics-LP , Vol. 41, Issue 30, 6260-6275, Oct. 2002.
``Using EAs for Error Prediction in Near Infrared Spectroscopy'', C. Fonlupt S. Cahon D. Robilliard E.G. Talbi L. Duponchel, proceedings of EvoIASP 2002, LNCS 2279, pp202-209, Kinsale, Ireland, 2002.
``Applying Boosting Techniques to Genetic Programming'', G. Paris D. Robilliard C. Fonlupt, proceedings de Artificial Evolution 2001, LNCS 2310, pp267-280, Le Creusot, France, 2002. Draft available.
``Backwarding: an Overfitting Control for Genetic Programming in a Remote Sensing Application'', D. Robilliard C. Fonlupt, proceedings of Artificial Evolution 2001, LNCS 2310, pp245-254, Le Creusot, France, 2002.
2001
« Solving the ocean color problem using a genetic programming approach », C. Fonlupt D. Robilliard, dans Applied Soft Computing, Vol. 6, pp1-10, 2001
"Genetic Programming with Dynamic Fitness for a Remote Sensing Application",C. Fonlupt D. Robilliard, proceedings de PPSN VI, LNCS 1917, pp 191-200, Paris, France, 2001. Draft available.
« Genetic Algorithms to derive the diffuse attenuation coefficient from water leaving radiances in ocean case-2 waters », E. Devred, C. Fonlupt, R. Santer, D. Robilliard, in Proc. of the 46th annual meeting on Int. Symposium on Optical Science and Techniques SPIE'2001, San-Diego, USA, aug 2001
``Parallel Ant Colonies for Combinatorial Optimization Problems'', E. Talbi O. Roux C. Fonlupt D. Robilliard, Future Generation Computer Systems, Vol. 17, pages 441-449, 2001.
<= 2000
"La programmation génétique appliquée aux problèmes inverses d'images satellitaires", D. Robilliard, C. Fonlupt, Proceedings of ROADeF'2000, Nantes, Janvier 2000.
« Using Genetic Programming to Tackle the Ocean Colour Problem », D. Robilliard, M. Chami, C. Fonlupt, R. Santer, in proceedings of Ocean Optics XV, Monaco, Octobre 2000.
``A Shepherd and a Sheepdog to Guide Evolutionary Computation?'', D. Robilliard C. Fonlupt, proceedings de Artificial Evolution 99, LNCS 1829, pp , Dunkerque, France, 2000. Draft available.
``Cooperative Improvement for a Combinatorial Optimization Algorithm'',O. Roux C. Fonlupt D. Robilliard, proceedings de Artificial Evolution 99, LNCS 1829, pp , Dunkerque, France, 2000.
"An Evolutionary Computation Scheme based on Attraction and Repulsion",D. Robilliard, C. Fonlupt, proceedings de GECCO 99 (late breaking papers), p 212-222, Orlando, Florida, USA, July 1999.
« Fitness Landscapes and Performance of Metaheuristics », C. Fonlupt, D. Robilliard, Ph. Preux, EG Talbi, in Metaheuristics -- Advances and Trends in Local Search Paradigms for Optimization, Stefan Voss, Silvano Martello, Ibrahim Osman, Catherine Roucairol (eds), chap. 18, Kluwer Academic Press, pp 255-266, 1999.
« Simplicity can meet efficiency - The case of the TSP », P. Preux, D. Robilliard, C. Fonlupt, in12th Meeting of the European Chapter on Combinatorial Optimization Ecco XII, (1 page abstract), Bendor, Mai 1999.
« La programmation génétique appliquée à la couleur de l'eau » D. Robilliard, C. Fonlupt, in Colloque International sur la Valorisation de l'Expertise Scientifique Inter-régionale et Européenne à la Gestion des Ecosystèmes du Littoral Manche-Mer du Nord'', Wimereux, France, Mars 1999.
"Reaching summits is not wandering (or getting insigth into problem landscape to go higher, faster)", P. Preux, D. Robilliard, C. Fonlupt, E.G. Talbi, V. Bachelet, technical report LIL-99-04, 1999.
"Parallel ant colonies for combinatorial optimization problems", E. Talbi O. Roux C. Fonlupt D. Robilliard, proceedings of Parallel and Distributed Processing - BioSP3, LNCS 1586, pp 239-247,1999. Draft available.
"ANTabu - Enhanced version", O. Roux C. Fonlupt D. Robilliard E Talbi, technical report LIL-99-01, 1999.
"ANTabu ", O. Roux C. Fonlupt D. Robilliard E Talbi, technical report LIL-98-04, 1998, version en Français.
"A Bitwise Epistasis Measure for Binary Search Spaces", C. Fonlupt D. Robilliard P. Preux, proceedings of PPSN V, LNCS 1498, pp 47-56, 1998.
"Paysages des problèmes NP-durs et métaheuristiques", C. Fonlupt D. Robilliard E.G. Talbi P. Preux, proceedings of ROADEF'98, 1998.
"The fitness function and its impact on Local Search Methods" , D. Duvivier, Ph. Preux, C. Fonlupt, D. Robilliard, E-G. Talbi , IEEE SMC 98, IEEE Systems, Man, and Cybernetics, San Diego, USA, Oct. 1998.
« ANTabu, from Ants Colony to Artificial Ants », O. Roux, C. Fonlupt, D. Robilliard, EG Talbi, First International Workshop on Ants Colony Optimization ANTS'98, Brussels, Belgium, October 1998.
"Impact de la fonction objectif sur les performances des algorithmes itératifs de recherche locale", D. Duvivier P. Preux C. Fonlupt D. Robilliard, procedings of ROADEF'98, 1998.
"Fitness Landscape and Performance of Meta-Heuristics", C. Fonlupt D. Robilliard P. Preux E.G. Talbi, proceedings of MIC'97, pp 255-266, (published 1999).
"A comparison of the 2-opt move and city swap operators for the TSP", C. Fonlupt D. Robilliard P. Preux, technical report LIL-97-02 and pre-proceedings of EA'97, 1997. Draft available.
« Preventing Premature Convergence via Cooperating Genetic Algorithms », C. Fonlupt, D. Robilliard, P. Preux, Proceedings of Mendel'97, Brno, Czech Republic, June 1997
« Fitness Landscape And The Performance Of Local Search Algorithms » , P. Preux, D. Robilliard, C. Fonlupt, Tenth Meeting of the European Chapter on Combinatorial Optimization, Ecco X, (1 page abstract),Teneriffe, Canary Islands, May 1997
"Some results on the structure of the TSP and its search space", C. Fonlupt D. Robilliard P. Preux, technical report LIL-97-01, 1997.
Publications relatives aux langages de figures / Picture languages publications:
"Undecidability of Existential Properties in Pictures Languages", D. Robilliard D. Simplot, Theoretical Computer Science, 233 (1--2), pp. 51--74, 2000.
"Figures composées de pixels et monoïde inversif", M. Latteux D. Robilliard D. Simplot, Bulletin of the Belgian Mathematical Society, vol. 4, pp. 89-111, 1997.
"Indécidabilité de propriétés existentielles dans les langages de figures", D. Robilliard D. Simplot, rapport technique LIFL IT-96-297, 1996.
"Langages de figures", D. Robilliard, these de doctorat de l'Universite de Lille I, 1996.
"Connected Pictures and Minimal Words with Blank Moves", Gh. Paun D. Robilliard K. Slowinski, dans Publicationes Mathematicae, Debrecen, Hongrie, 1996.
"Mots de figures composées de pixels", M. Latteux B. Ratoandromanana D. Robilliard D. Simplot. rapport technique LIFL IT-95-269, 1995.
"Superposition in picture languages", B. Ratoandromanana D. Robilliard, proceedings of CAAP'94, LNCS 787, 1994.
"Questions indécidables dans les langages de figures", D. Robilliard, rapport technique LIFL IT-94-262, 1994.