Selected publications since 1993:

 

 

2006 | 2005 | 2004 | 2003 | 2002 | 2001 | 2000 | 1999 | 1998 | 1997 | 1996 | 1995 | 1994 | 1993 |

If you encounter problems to download any paper, you may contact me at  philippe.collard@i3s.unice.fr

 

 

2006

 
 
 

2005

 
Marco Tomassini, Leonardo Vanneschi, Philippe Collard, Manuel Clergue
A Study of Fitness Distance Correlation as Difficulty Measure in Genetic Programming
Journal of Evolutionary Computation, MIT Press, Cambridge, MA, In VOL. 13, ISSUE 2 - SUMMER 2005.

 

Defoin Platel Michael, Chami Malik, Clergue Manuel, Collard Philippe

Teams of Genetic Predictors for Inverse Problem Solving

EUROGP'05, Genetic Programming, 8th European Conference, Lecture Notes in Computer Science, LNCS 3447. Springer-Verlag, Lausanne, 2005, pp. 341-350

 

Philippe Collard

Les automates cellulaires et le vivant

in La Science au Présent 2005

Encyclopædia Universalis ISBN 2-85229-512-1

 

Defoin Platel Michael, Clergue Manuel, Collard Philippe

Size Control with Maximum Homologous Crossover

EA'05, 7th Intl Conf on Artificial Evolution, Lille (to appear)

 

Leonardo Vanneschi, Marco Tomassini, Philippe Collard, Manuel Clergue

Effective Genetic Programming

9th Congress of the Italian Association for Artificial Intelligence, Springer-Verlag, Milan, 2005. (to appear)

 

 

2004

 

Philippe Collard, Sébastien Verel, Manuel Clergue

How to use the scuba diving metaphor to solve problem with neutrality ?

ECAI'04: European Conference on Artificial Intelligence. Valence, Espagne, 2004, pp. 166-170.

 

Philippe Collard, Sébastien Verel, Manuel Clergue

Local search heuristics: Fitness Cloud versus Fitness Landscape

ECAI'04: Poster at the European Conference on Artificial Intelligence. Valence, Espagne, 2004, pp. 973-974.

 

Michael Defoin-Platel, Manuel Clergue, Philippe Collard

Dynamical Teams of Genetic Predictors

ECAI'04: Poster at the European Conference on Artificial Intelligence. Valence, Espagne, 2004, pp. 989-990.

 

Leonardo Vanneschi, Manuel Clergue, Philippe Collard, Marco Tomassini, and Sébastien Vérel
Fitness Clouds and Problem Hardness in Genetic Programming

GECCO'04: Genetic and Evolutionary Computation Conference. Lecture Notes in Computer Science. Springer-Verlag, Seattle, USA, 2004, vol. 3103/2004, pp. 690-701.

 

Michael Defoin Platel, Sébastien Verel, Manuel Clergue, Philippe Collard

From Royal Road to Epistatic Road for Variable Length Evolution Algorithm>/y>

EA'03: Artificial Evolution, 5th European Conference

Revised selected papers in Lecture Notes in Computer Science, LNCS 2936. Springer-Verlag Berlin Heidelberg, 2004, pp. 3-14. (ps) (pdf)

 

Sébastien Verel, Philippe Collard, Manuel Clergue

Scuba Search: when selection meets innovation

CEC'04: IEEE International Congress on Evolutionary Computation. Portland, USA, 2004.

 

 

2003

 

Leonardo Vanneschi, Marco Tomassini, Manuel Clergue and Philippe Collard

Difficulty of Unimodal and Multimodal Landscapes in Genetic Programming

- Best Paper Conference Award Nomination -

GECCO'03: Genetic and Evolutionary Computation Conference. Lecture Notes in Computer Science. Springer-Verlag, Chicago, USA, 2003, pp. 1788-1799. (pdf)

 

Michael Defoin Platel, Manuel Clergue and Philippe Collard

Maximum Homologous Crossover for Linear Genetic Programming

- Best Paper Conference Award Nomination -

EUROGP'03: Genetic Programming, 6th European Conference, Lecture Notes in Computer Science. Springer-Verlag, Heidelberg, 2003, pp. 194-203.

 

Leonardo Vanneschi, Marco Tomassini, Philippe Collard and Manuel Clergue

Fitness Distance Correlation in Structural Mutation Genetic Programming

EUROGP’03: Genetic Programming, 6th European Conference, Lecture Notes in Computer Science, LNCS 2610. Springer-Verlag, Heidelberg, UK, 2003, pp. 455-464. (pdf)

 

Sébastien Verel, Philippe Collard, Manuel Clergue

Where are Bottleneck in NK-Fitness Landscapes ?

CEC'03: IEEE International Congress on Evolutionary Computation. Canberra, Australia, 2003, pp. 273-280. (pdf)

 

Michael Defoin Platel, Manuel Clergue and Philippe Collard

Homology Gives Size Control in Genetic Programming

CEC'03: IEEE International Congress on Evolutionary Computation. Canberra, Australia, 2003, pp. 281-288.
 

Leonardo Vanneschi, Marco Tomassini, Philippe Collard and Manuel Clergue

Fitness Distance Correlation in Genetic Programming: a Constructive Counterexample

CEC'03: IEEE International Congress on Evolutionary Computation. Canberra, Australia, 2003, pp. 289-296.

 

 

2002

 

Manuel Clergue, Philippe Collard, Marco Tomassini, Leonardo Vanneschi

Fitness Distance Correlation and Problem Difficulty for Genetic Programming

- Best Paper Conference Award Nomination -

GECCO'02: Genetic and Evolutionary Computation Conference. Morgan Kaufmann Ed. New-York, USA, 2002, pp.724-732. (pdf)

 

Manuel Clergue & Philippe Collard

GA-hard functions built by combination of trap functions

Proceedings of the 2002 Congress on Evolutionary Computation CEC2002

Ed. David B. Fogel and Mohamed A. El-Sharkawi and Xin Yao and Garry Greenwood and Hitoshi Iba and Paul Marrow and Mark Shackleton",

pp. 249-254, IEEE Press. Honolulu, Hawaii, USA, 2002. (pdf)

 

Martine Poulard-Collard & Philippe Collard

EMA: an evolutionary method for modelling by mining examples

ISE'02: International Computer simulation conference. San Diego, USA, 2002, pp.110-114.

 

 

2001

 

Collard P. and Clergue M.

Genetic Algorithm: from Hegemony to Chaos

Complex Systems Vol.12, No 1. Ed. S. Wolfram, 2000, pp.1-29. (gzipped ps, ps)

 

Philippe Collard

Vie artificielle

Encyclopædia Universalis, notice, 2001.

 

Philippe Collard

Algorithmes génétiques

Encyclopædia Universalis, notice, 2001.

 

 

2000

 

Collard P., Clergue M., Defoin Platel M.

Synthetic Neutrality for Artificial Evolution

Artificial Evolution: Fourth European Conference AE'99

Revised selected papers in Lecture Notes in Computer Sciences 1829, Springer-Verlag Ed., 2000, pp.254-265. (gzipped ps, ps)

 

Alessio Gaspar and Philippe Collard

Immune approaches to experience acquisition in time dependent optimization

Genetic and Evolutionary Computation Conference. Workshop Artificial Immune Systems, 2000, Las Vegas, Nevada, USA, pp. 49-50. (ps)


A. Gaspar and P. Collard

Two Models of Immunization for Time Dependent Optimization
SMC 2000 IEEE International Conference on Systems, Man, and Cybernetics
Nashville, Tennessee, USA, 2000. Special Track on Artificial Immune Systems. (gzipped ps, ps)

 

Collard P., Clergue M., Bonnin Francis

Misleading Functions for Genetic Algorithms, Designed from Alternation

IEEE International Congress on Evolutionary Computation. La Jolla Marriott, San Diego, USA, 2000, pp. 1056-1063. (gzipped ps, ps)

 

 

1999

 

Clergue M. and Collard P.

Genetic Heuristic for Search Space Exploration

IJCAI'99: International Joint Conference on Artificial Intelligence, Morgan Kaufmann Ed., Stockholm, Sweden 1999, pp.1218-1223. (gzipped ps, ps)

 

Gaspar A. and Collard P.

There is alife beyond convergence: using a dual sharing to adapt in time dependent optimization

CEC'99: IEEE International Congress on Evolutionary Computation, Washington, 1999, pp. 1859-1866. (gzipped ps, ps)

 

Gaspar A. and Collard P.

From GAs to Artificial Immune Systems: Improving Adaptation in Time Dependent Optimization

CEC'99: IEEE International Congress on Evolutionary Computation, Washington, 1999, pp. 1867-1874. (gzipped ps, ps)

 

 

1998

 

Escazut C., Collard P.

Genetic Algorithms at the Edge of a Dream

Artificial Evolution: Third European Conference AE'97,

Revised selected papers in Lecture Notes in Computer Sciences 1363, Springer-Verlag Ed., 1998, pp. 69-80.

 

Clergue M., Collard P.

Genetic Algorithm for Artificial Neurogenesis

ICEC'98: IEEE International Conference on Evolutionay Computation, Anchorage, U.S.A, 1998, pp. 410-415. (gzipped ps, ps)

 

Collard P., Gaspar A., Clergue M., Escazut C.

Fitness Distance Correlation as statistical measure of Genetic Algorithm difficulty, revisited

ECAI'98: European Conference on Artificial Intelligence, Brighton, 1998. John Witley & Sons, Ltd, pp. 650-654. (gzipped ps, ps)

 

 

1997

 

Segapeli J.L., Collard P.

dGP : How to improve Genetic Programming with Duals

ICANNGA'97: International Conference on Artificial Neural Networks and Genetic Algorithms

G. D. Smith, N. C. Steele and R. F. Albrecht Ed. Springer-Verlag, Vienne, Austria, 1997, pp. 410-414.

 

Gaspar A., Collard P.

Time Dependent Optimization with a folding Genetic Algorithm

IEEE International Conference on Tools for Artificial Intelligence

Newport Beach, U.S.A, 1997, Ed. IEEE Computer Society Press, pp. 207-214. (gzipped ps, ps)

 

Michel O., Clergue M. and Collard P.

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

International Journal on Artificial Intelligence Tools

Vol. 6, No. 4, World Scientific Publishing Company, 1997, pp. 613-634. (gzipped ps, ps)

 

Collard P., Escazut C., Gaspar A.

An Evolutionary Approach for Time Dependant Optimization

International Journal on Artificial Intelligence Tools

Vol 6, No 4Ed. World Scientific, 1997, pp. 665-695. (gzipped ps, ps)

 

Clergue M., Gaspar A., Collard P.

DGA and Pareto Elitism : Improving Pareto Optimization

2nd International Symposium on Soft Computing. Nimes, France, 1997, Ed. ICSC (cdrom) Canada. (gzipped ps, ps)

 

Clergue M., Collard P.

Dual Genetic Algorithm and Pareto Optimization

International Conference on Artificial Neural Networks and Genetic Algorithms

G. D. Smith, N. C. Steele and R. F. Albrecht Ed. Springer-Verlag, Vienne, Austria, 1997, pp. 188-192. (gzipped ps, ps)

 

Gaspar A., Clergue M., Collard P.

Symmetrical Foldings as a Royal Road toward an Optimal Chromosome Expressiveness

2nd International Symposium on Soft Computing. Nimes, France, 1997, Ed. ICSC (cdrom) Canada.

 

 

1996

 

Collard P., Escazut C.

Fitness distance correlation in a Dual Genetic Algorithm

ECAI'96 : 12th European Conference on Artificial Intelligence. Budapest, 1996. John Witley & Sons, Ltd, pp. 218-222.

 

Collard P., Gaspar A.

Royal-Road landscapes for a Dual Genetic Algorithm

ECAI'96 : 12th European Conference on Artificial Intelligence. Budapest, 1996. John Witley & Sons, Ltd, pp. 213-217. (gzipped ps, ps)

 

Collard P., Gaspar A.

Genetic Algorithms and Relational Landscapes

International Conference on Evolutionary Computation: Parallel Problem Solving from Nature. Berlin, 1996, LNCS 1141, Ed. Springer-Verlag, pp. 472-481.

 

Collard P., Escazut C., Gaspar A.

An Evolutionary Approach for Time Dependant Optimization

- Rewarded : top-ten best papers -

IEEE International Conference on Tools for Artificial Intelligence. Toulouse, France 1996, pp. 2-9. (gzipped ps, ps)

 

Michel O., Collard P.

Artificial Neurogenesis : An application to Autonomous Robotics

In M.G. Radle Ed., Proceedings of the 8th International Conference on Tools with Artificial Intelligence. IEEE Computer Society Press, 1996, pp. 207-214.

 

 

1995

 

Collard P., Escazut C.

DCS: A Promising Classifier System

International Conference on Neural Networks and Genetic Algorithms. Alès, France, 1995, pp. 14-17.

 

Escazut C., Collard P.

Learning Disjunctive Normal Forms in a Dual Classifier System

ECML'95 : 8th European Conference on Machine Learning

Heraklion, Greece, Lecture Notes In Artificial Intelligence, N° 912. Ed. Springer Verlag, 1995, pp. 271-274.

 

Collard P., Escazut C.

Relational schemata: A way to improve the expressiveness of Classifiers

L.Eshelman, Ed., Genetic Algorithms: Proceedings of the Sixth International Conference (ICGA95). Morgan Kaufmann, San Francisco, CA. USA 1995, pp. 397-404.

 

Escazut C., Collard P.

Typology of Boolean functions using Walsh Analysis

ICANNGA'95: International Conference on Neural Networks and Genetic Algorithms. Alès, France, 1995, pp. 160-163.

 

Collard P., Escazut C.

Genetic operators in a Dual Genetic Algorithm

7th IEEE International Conference on Tools for Artificial Intelligence. Washington, USA, 1995, pp. 12-19.

 

 

1994

 

Collard P., Escazut C., Aurand J.P.

PGA: a Polymorphic Genetic Algorithm

EUFIT'94 : European Conference on Intelligent and Soft Computing. Aachen, 1994, pp. 1331-1332.

 

Collard P., Biondi J., Erceau J.

Identity in a Biomimetic System using an Antagonistic Dynamic

Revue World Future, Vol 42, . OPA Amsterdam B.V., 1994, pp. 59-69.

 

Collard P., Segapeli J.L.

Using a Double-based Genetic Algorithm on a Population of Computer Programs

6th IEEE International Conference on Tools for Artificial Intelligence . New Orleans, USA, 1994, pp. 418-424.

 

Collard P., Aurand J.-P.

DGA : an efficient Genetic Algorithm

ECAI'94: 11th European Conference on Artificial Intelligence. Amsterdam, John Witley & Sons, Ltd, 1994, pp. 487-491. (.doc)

 

 

1993

 

Escazut C., Collard P. & Cavarero J.L.

Dynamic Management of the Specificity in Classifier Systems

International Conference on Neural Networks and Genetic Algorithms. Innsbruck, Austria, Ed. Springer Verlag,1993, pp. 484-490.

 

Biondi J. and Collard P.

Cooperation between Reactive Agents : Reinforcement and Hybridization

Second European Congress on Systemic. Prague, Tchecoslovaquie, 1993, Vol 2. pp. 599-608.

 

...

 

Collard P.

Back-specialization with the Bucket-Brigade Algorithm

International Symposium Applied Informatics. Innsbruck, Austria; Hamza/Ed., Acta Press, Zurich, 1992, pp. 130-134.

 

Collard P., Biondi J., Cavarero J.L.

Reflection Principle in discriminant learning 
International Conference Knowledge Modeling & Expertise Transfer. Sophia Antipolis, France. IOS Press, 1991, pp. 220-233.

 

Biondi J. and Collard P.

MAGE : un modèle d'apprentissage général

COGNITIVA'87, Intelligent Networks and Machines. Paris, France, 1987, pp. 315-320.

 

Dernière mise à jour : 10/07/2005 09:41