CV Accueil - Archive ouverte HAL

	Neutralité dans les paysages de fitness. Évolution artificielle et neutralité Sébastien Verel , Philippe Collard , Manuel Clergue Revue des Sciences et Technologies de l'Information - Série TSI : Technique et Science Informatiques, 2006, 25 (8 - 9), pp.1023-1048. ⟨10.3166/tsi.25.1023-1048⟩ Article dans une revue hal-00164699v1
	A Study of Fitness Distance Correlation as Difficulty Measure in Genetic Programming Marco Tomassini , Leonardo Vanneschi , Philippe Collard , Manuel Clergue Evolutionary Computation, 2005, 13 (2), pp.213-239. ⟨10.1162/1063656054088549⟩ Article dans une revue hal-00159336v1
	Genetic Algorithm: from Hegemony to Chaos Philippe Collard , Manuel Clergue Complex Systems , 2000, 12 (1), pp.1-29 Article dans une revue hal-00159334v1
	Artificial Neurogenesis: Applications to the Cart-Pole Problem and to an Autonomous Mobile Robot Olivier Michel , Manuel Clergue , Philippe Collard International Journal on Artificial Intelligence Tools, 1997, 6 (4), pp.613-634 Article dans une revue hal-00159310v1

	States based evolutionary algorithm Sébastien Verel , Philippe Collard , Manuel Clergue Workshop selfstar at conference PPSN, Sep 2010, Krakow, Poland Communication dans un congrès hal-00518206v1
	Do not Choose Representation just Change: An Experimental Study in States based EA Maroun Bercachi , Philippe Collard , Manuel Clergue , Sebastien Verel Genetic and Evolutionary Computation Conference 2009, Jul 2009, Montréal, Canada Communication dans un congrès hal-00383711v1
	Do not Choose Representation just Change: An Experimental Study in States based EA Maroun Bercachi , Manuel Clergue , Philippe Collard , Sébastien Verel GECCO '09 the 11th Annual conference on Genetic and evolutionary computation, Jul 2009, Montréal, Canada. pp.1799-1800, ⟨10.1145/1569901.1570168⟩ Communication dans un congrès hal-00945549v1
	Centric selection: a way to tune the exploration/exploitation trade-off David Simoncini , Sébastien Verel , Philippe Collard , Manuel Clergue GECCO'09, Jul 2009, Montreal, Canada. pp.891--898, ⟨10.1145/1569901.1570023⟩ Communication dans un congrès hal-00410191v1
	Evolving Dynamic Change and Exchange of Genotype Encoding in Genetic Algorithms for Difficult Optimization Problems Maroun Bercachi , Philippe Collard , Manuel Clergue , Sébastien Verel IEEE Congress on Evolutionary Computation CEC2007, Sep 2007, singapore, Singapore. pp.4516-4523 Communication dans un congrès hal-00164788v1
	On the Influence of Selection Operators on Performances in Cellular Genetic Algorithms David Simoncini , Philippe Collard , Sébastien Verel , Manuel Clergue IEEE Congress on Evolutionary Computation CEC2007, Sep 2007, singapore, Singapore. pp.4706-4713 Communication dans un congrès hal-00164789v1
	Size Control with Maximum Homologous Crossover Michael Defoin Platel , Manuel Clergue , Philippe Collard 7th International Conference, Evolution Artificielle, EA 2005, 2006, Lille, France. pp.13-24, ⟨10.1007/11740698⟩ Communication dans un congrès hal-00159738v1
	Anisotropic selection in cellular genetic algorithms David Simoncini , Sébastien Verel , Philippe Collard , Manuel Clergue Genetic And Evolutionary Computation Conference, Jul 2006, Seatle, United States. pp.559 - 566, ⟨10.1145/1143997.1144098⟩ Communication dans un congrès hal-00164697v1
	From Cells to Islands: An unified Model of Cellular Parallel Genetic Algorithms David Simoncini , Philippe Collard , Sébastien Verel , Manuel Clergue 7th International Conference on Cellular Automata For Research and Industry - ACRI 2006, Sep 2006, Perpignan, France. pp.248-257 Communication dans un congrès hal-00164669v1
	Measuring the Evolvability Landscape to study Neutrality Sébastien Verel , Philippe Collard , Manuel Clergue Genetic and Evolutionary Computation -- GECCO-2006, Jul 2006, Seattle, WA, United States. pp.613--614 Communication dans un congrès hal-00164917v1
	Teams of Genetic Predictors for Inverse Problem Solving Michael Defoin Platel , Malik Chami , Manuel Clergue , Philippe Collard EuroGP 2005, 2005, Lausanne, Switzerland. pp.341-350, ⟨10.1007/b107383⟩ Communication dans un congrès hal-00159604v1
	A preliminary investigation of anisotropic selection in celullar genetic algorithms David Simoncini , Sébastien Verel , Manuel Clergue , Philippe Collard Poster at Evolution Artificielle, 7th International Conference, Oct 2005, Lillle, France Communication dans un congrès hal-00164913v1
	Fitness Clouds and Problem Hardness in Genetic Programming Leonardo Vanneschi , Manuel Clergue , Philippe Collard , Marco Tomassini , Sébastien Verel Genetic and Evolutionary Computation 2004, Jun 2004, Seattle, WA, United States. pp.690--701, ⟨10.1007/b98645⟩ Communication dans un congrès hal-00160055v1
	Local search heuristics: Fitness Cloud versus Fitness Landscape Philippe Collard , Sébastien Verel , Manuel Clergue the 2004 European Conference on Artificial Intelligence (ECAI04), Aug 2004, Valencia, Spain. pp.973 - 974 Communication dans un congrès hal-00164910v1
	How to use the Scuba Diving metaphor to solve problem with neutrality ? Philippe Collard , Sébastien Verel , Manuel Clergue ECAI'2004, Aug 2004, Valencia, Spain. pp.166-170 Communication dans un congrès hal-00160051v1
	Scuba Search : when selection meets innovation Sébastien Verel , Philippe Collard , Manuel Clergue Evolutionary Computation, 2004. CEC2004, Jun 2004, Portland (Oregon), United States. pp.924 - 931, ⟨10.1109/CEC.2004.1330960⟩ Communication dans un congrès hal-00160035v1
	Fitness Distance Correlation in Structural Mutation Genetic Programming Leonardo Vanneschi , Marco Tomassini , Philippe Collard , Manuel Clergue 6th European Conference, EuroGP 2003, 2003, Essex, United Kingdom. pp.455-464 Communication dans un congrès hal-00159847v1
	From Royal Road to Epistatic Road for Variable Length Evolution Algorithm Michael Defoin Platel , Sebastien Verel , Manuel Clergue , Philippe Collard Artificial evolution, Oct 2003, Marseille, France. pp.3-14 Communication dans un congrès hal-00159730v1
	Maximum Homologous Crossover for Linear Genetic Programming Michael Defoin Platel , Manuel Clergue , Philippe Collard EuroGP 2003, 2003, Essex, United Kingdom. pp.29-48 Communication dans un congrès hal-00159739v1
	Difficulty of Unimodal and Multimodal Landscapes in Genetic Programming Leonardo Vanneschi , Marco Tomassini , Manuel Clergue , Philippe Collard Genetic and Evolutionary Computation Conference - GECCO 2003, 2003, Chicago, United States. pp.1788-1799 Communication dans un congrès hal-00159827v1
	Where are Bottlenecks in NK Fitness Landscapes? Sébastien Verel , Philippe Collard , Manuel Clergue Evolutionary Computation, 2003. CEC'03, Dec 2003, Canberra, Australia. pp.273--280, ⟨10.1109/CEC.2003.1299585⟩ Communication dans un congrès hal-00159994v1
	GA-hard functions built by combination of trap functions Manuel Clergue , Philippe Collard Congress on Evolutionary Computation, 2002, 2002, Honolulu, United States. p. 249-254, ⟨10.1109/CEC.2002.1006242⟩ Communication dans un congrès hal-00166375v1
	Misleading Functions for Genetic Algorithms, Designed from Alternation Philippe Collard , Manuel Clergue , Francis Bonnin Congress on Evolutionary Computation, 2000, 2000, La Jolla, United States. p. 1056-1063, ⟨10.1109/CEC.2000.870764⟩ Communication dans un congrès hal-00166374v1
	Synthetic Neutrality for Artificial Evolution Philippe Collard , Manuel Clergue , Michael Defoin Platel Artificial Evolution, 4th European Conference, 2000, Dunkerque, France. pp.254-265 Communication dans un congrès hal-00159737v1
	Genetic Heuristic for Search Space Exploration Manuel Clergue , Philippe Collard International Joint Conference on Artificial Intelligence '99, 1999, Stockholm, Sweden. pp.1218-1226 Communication dans un congrès hal-00143675v1
	Genetic Algorithm for Artificial Neurogenesis Manuel Clergue , Philippe Collard The 1998 IEEE International Conference on Evolutionary Computation, 1998, Anchorage, United States. p. 410-415 Communication dans un congrès hal-00165955v1
	Fitness Distance Correlation, as statistical measure of Genetic Algorithm Philippe Collard , Alessio Gaspar , Manuel Clergue , Cathy Escazut European Conference on Artificial Intelligence, 1998, Brighton, United Kingdom. p. 650-654 Communication dans un congrès hal-00165948v1
	Pareto Optimization and Dual Genetic Algorithm Manuel Clergue , Philippe Collard International Conference on Artificial Neural Networks and Genetic Algorithms, 1997, Norwich, United Kingdom. p. 188-192 Communication dans un congrès hal-00165944v1
	DGA and Pareto Elitism : Improving Pareto Optimization Manuel Clergue , Philippe Collard , Alessio Gaspar International ICSC Symposium on Soft Computing, 1997, Nîmes, France. p 315-321 Communication dans un congrès hal-00165905v1

	Systèmes Complexes Philippe Collard , Sébastien Verel , Manuel Clergue Presses polytechniques et universitaires romandes, Publisher of the EPFL Press, 2013, 978-2-88074-991-0 Ouvrages hal-01284628v1

	Studying the Effects of Dual Coding on the Adaptation of Representation for Linkage in Evolutionary Algorithms Maroun Bercachi , Philippe Collard , Manuel Clergue , Sébastien Verel Chen, Ying-ping and Lim, Meng-Hiot. Linkage in Evolutionary Computation, Springer Berlin / Heidelberg, pp.249-284, 2008, Studies in Computational Intelligence, ⟨10.1007/978-3-540-85068-7⟩ Chapitre d'ouvrage hal-00331863v1

Manuel Clergue

Publications

Neutralité dans les paysages de fitness. Évolution artificielle et neutralité

A Study of Fitness Distance Correlation as Difficulty Measure in Genetic Programming

Genetic Algorithm: from Hegemony to Chaos

Artificial Neurogenesis: Applications to the Cart-Pole Problem and to an Autonomous Mobile Robot

States based evolutionary algorithm

Do not Choose Representation just Change: An Experimental Study in States based EA

Do not Choose Representation just Change: An Experimental Study in States based EA

Centric selection: a way to tune the exploration/exploitation trade-off

Evolving Dynamic Change and Exchange of Genotype Encoding in Genetic Algorithms for Difficult Optimization Problems

On the Influence of Selection Operators on Performances in Cellular Genetic Algorithms

Size Control with Maximum Homologous Crossover

Anisotropic selection in cellular genetic algorithms

From Cells to Islands: An unified Model of Cellular Parallel Genetic Algorithms

Measuring the Evolvability Landscape to study Neutrality

Teams of Genetic Predictors for Inverse Problem Solving

A preliminary investigation of anisotropic selection in celullar genetic algorithms

Fitness Clouds and Problem Hardness in Genetic Programming

Local search heuristics: Fitness Cloud versus Fitness Landscape

How to use the Scuba Diving metaphor to solve problem with neutrality ?

Scuba Search : when selection meets innovation

Fitness Distance Correlation in Structural Mutation Genetic Programming

From Royal Road to Epistatic Road for Variable Length Evolution Algorithm

Maximum Homologous Crossover for Linear Genetic Programming

Difficulty of Unimodal and Multimodal Landscapes in Genetic Programming

Where are Bottlenecks in NK Fitness Landscapes?

GA-hard functions built by combination of trap functions

Misleading Functions for Genetic Algorithms, Designed from Alternation

Synthetic Neutrality for Artificial Evolution

Genetic Heuristic for Search Space Exploration

Genetic Algorithm for Artificial Neurogenesis

Fitness Distance Correlation, as statistical measure of Genetic Algorithm

Pareto Optimization and Dual Genetic Algorithm

DGA and Pareto Elitism : Improving Pareto Optimization

Systèmes Complexes

Studying the Effects of Dual Coding on the Adaptation of Representation for Linkage in Evolutionary Algorithms