Inria / Raweb 2009
Presentation of the Team ALEA

Bibliography

Publications of the year

Doctoral Dissertations and Habilitation Theses

[1]: A.-A. Tantar.
Métaheuristiques parallèles hybrides pour le docking moléculaire sur grilles de calcul, Université des Sciences et Technologie de Lille, 2009, Ph. D. Thesis.
[2]: E. Tantar.
Analyse du paysage en optimisation combinatoire multi-objectif, Université des Sciences et Technologie de Lille, 2009, Ph. D. Thesis.

Articles in International Peer-Reviewed Journal

[3]: B. Bercu, P. Del Moral, A. Doucet.
A functional central limit theorem for a class of interacting Markov chain Monte Carlo models, in: Electronic Journal of Probability, 2009, vol. 14, p. 2130-2155
http://hal.inria.fr/inria-00227534/en/.
[4]: A. Brockwell, P. Del Moral, A. Doucet.
Sequentially INteracting Markov chain Monte Carlo, in: Annals of Statistics, 2009
http://www.math.u-bordeaux.fr/~delmoral/simcmc.pdf, To appear.
[5]: P. Del Moral, A. Doucet.
Interacting Markov chain Monte Carlo methods for solving nonlinear measure-valued equations, in: Annals of Applied Probability, 2009
http://hal.inria.fr/inria-00227508/en/, To appear.
[6]: P. Del Moral, L. Miclo, F. Patras, S. Rubenthaler.
The convergence to equilibrium of neutral genetic models, in: Stochastic Analysis and Applications, 2009
http://hal.inria.fr/inria-00239259/en/, To appear.
[7]: P. Del Moral, F. Patras, S. Rubenthaler.
Coalescent tree based functional representations for some Feynman-Kac particle models, in: Annals of Applied Probability, 2009, vol. 19, p. 1-50
http://arxiv.org/pdf/math/0607453.

International Peer-Reviewed Conference/Proceedings

[8]: F. Caron, A. Doucet.
Bayesian nonparametric models on decomposable graphs, in: Neural Information Processing Systems (NIPS), 2009
http://books.nips.cc/papers/files/nips22/NIPS2009_0562.pdf.
[9]: D. Horvath, L. Brillet, S. Roy, S. Conilleau, A.-A. Tantar, J.-C. Boisson, N. Melab, E.-G. Talbi.
Local vs. global search strategies in evolutionary GRID-based conformational sampling & docking, in: Evolutionary Computation in Bioinformatics and Computational Biology, Evolutionary Computation, 2009. CEC '09. IEEE Congress on, May 2009, p. 247–254.
[10]: M. Pace.
How a Genetic Algorithm Learns to Play Traveler's Dilemma by Choosing Dominated Strategies to Achieve Greater Payoffs, in: IEEE Symposium on Computational Intelligence and Games, 2009.

Scientific Books (or Scientific Book chapters)

[11]: P. Collet, P. Legrand, C. Bourgeois-Republique, V. Pean, B. Frachet.
Using interactive evolutionary algorithms to help fit cochlear implants, in: Optimization in Signal and Image Processing, P. Siarry (editor), John Wiley and Sons,Iste, June 2009, vol. ISBN: 9781848210448 - 2009.
[12]: P. Del Moral, F. Patras, S. Rubenthaler.
A mean field theory of nonlinear filtering, in: In D. Crisan and B. Rosovsky, editors, Oxford Handbook of Nonlinear Filtering, Oxford University Press, 2009
http://hal.inria.fr/inria-00238398/en/.
[13]: P. Legrand.
Local regularity and multifractal methods for image and signal analysis, in: Scaling, Fractals and Wavelets, P. Abry, P. Gonçalves, J. Levy-Vehel (editors), Digital signal and image processing series, Iste-Wiley, January 2009.
[14]: A.-A. Tantar, N. Melab, E.-G. Talbi.
An Analysis of Dynamic Mutation Operators for Conformational Sampling, in: Biologically-Inspired Optimisation Methods, A. Lewis, S. Mostaghim, M. Randall (editors), Studies in computational intelligence, Vol. 210, Springer, 2009, p. 291–323
http://www.springerlink.com/content/284p361vnk753048.
[15]: E. Tantar, A.-A. Tantar, N. Melab, E.-G. Talbi.
Landscape Analysis in Adaptive Metaheuristics for Grid Computing, in: Parallel Programming, Models and Applications in Grid and P2P Systems, F. Xhafa (editor), Advances in Parallel Computing, IOS Press, 2009, p. 313–344.

Internal Reports

[16]: F. Cerou, P. Del Moral, A. Guyader.
Rare event simulation for a static distribution, INRIA, 2009
http://hal.inria.fr/inria-00350762/fr/, Technical report.
[17]: P. Del Moral, A. Doucet.
Particle Methods: An introduction with applications, INRIA, 2009
http://hal.inria.fr/inria-00403917/en/, Technical report.
[18]: P. Del Moral, A. Doucet, A. Jasra.
An adaptive sequential Monte Carlo method for approximate bayesian computation, INRIA, 2009
http://people.cs.ubc.ca/~arnaud/delmoral_doucet_jasra_smcabc.pdf, Technical report.
[19]: P. Del Moral, A. Doucet, S. Singh.
A Backward Particle Interpretation of Feynman-Kac Formulae, INRIA, 2009
http://hal.inria.fr/inria-00410165/en/, Technical report.
[20]: P. Del Moral, A. Doucet, S. Singh.
Forward Smoothing Using Sequential Monte Carlo, Engineering Department, Cambridge University, 2009
http://www-sigproc.eng.cam.ac.uk/~sss40/newerwork.htm, Technical report.
[21]: P. Del Moral, F. Patras, S. Rubenthaler.
Convergence of U -statistics for interacting particle systems, INRIA, 2009
http://hal.inria.fr/inria-00397366/en/, Technical report.
[22]: P. Del Moral, E. Rio.
Concentration Inequalities for Mean Field Particle Models, INRIA, 2009
http://hal.inria.fr/inria-00375134/fr/, Technical report.
[23]: C. Holmes, F. Caron, J. Griffin, D. Stephens.
Two-sample Bayesian nonparametric hypothesis testing, Oxford Man Institute, 2009
http://arxiv.org/abs/0910.5060, Technical report.
[24]: M. Lei, P. Del Moral, C. Baehr.
Analysis of Approximated PCRLBs for Nonlinear Dynamics Using Different Moments of State Estimate, INRIA, 2009
http://www.math.univ-toulouse.fr/~baehr/papers/error_of_pcrlb.pdf, Technical report.
[25]: M. Lei, P. Del Moral, C. Baehr.
Fisher Information Matrix-based Nonlinear System Conversion for State Estimation, INRIA, 2009
http://www.math.univ-toulouse.fr/~baehr/papers/pcrlb_trans.pdf, Technical report.

References in notes

[26]: A. Doucet, N. de Freitas, N. Gordon (editors)
Sequential Monte Carlo Methods in practice, Springer-Verlag, 2001.
[27]: N. Bartoli, P. D. Moral.
Simulation and Stochastic Algorithms (An introduction with applications), Cépaduès Editions, 2001.
[28]: A. Jasra, C. Andrieu, A. Doucet, P. D. Moral.
Non-Linear Markov chain Monte Carlo via Self Interacting Approximations, 2007, Univ. Bristol Preprints.
[29]: A. Jasra, C. Andrieu, A. Doucet, P. D. Moral.
A Note on Convergence of the Equi-energy Sampler, in: Journal Stochastic Analysis and its Applications, 2008.
[30]: J. R. Koza.
Genetic Programming: On the Programming of Computers by Means of Natural Selection, MIT Press, Cambridge, MA, USA, 1992.
[31]: W. B. Langdon, R. Poli.
Foundations of Genetic Programming, Springer-Verlag, New York, New York, 2002.
[32]: S. Mallat.
A wavelet tour of signal processing, 2nd, Elsevier, San Diego, CA, 1999.
[33]: P. D. Moral, L. Miclo.
Branching and Interacting Particle Systems Approximations of Feynman-Kac Formulae with Applications to Non-Linear Filtering, in: Séminaire de Probabilités XXXIV, J. Azéma, M. Emery, M. Ledoux, M. Yor (editors), Lecture Notes in Mathematics, Springer-Verlag Berlin, 2000, vol. 1729, p. 1-145.
[34]: P. D. Moral, L. Miclo.
Genealogies and Increasing Propagations of Chaos for Feynman-Kac and Genetic Models, in: Annals of Applied Probability, 2001, vol. 11, n^o 4, p. 1166-1198.
[35]: P. D. Moral, L. Miclo.
On convergence of chains with time empirical self-interactions, in: Proc. Royal Soc. Lond. A., 2003, vol. 460, p. 325–346.
[36]: P. D. Moral, L. Miclo.
Self Interacting Markov chains, in: Stochastic Analysis and Applications, 2006, vol. 24, n^o 3, p. 615–660.
[37]: P. D. Moral.
Feynman-Kac formulae. Genealogical and interacting particle systems, with applications, Springer Verlag New York, Series: Probability and its Applications, 2004.
[38]: R. Poli, W. B. Langdon, N. F. McPhee.
A field guide to genetic programming, 2008
http://www.gp-field-guide.org.uk, (With contributions by J. R. Koza).
[39]: L. Trujillo, G. Olague, P. Legrand, E. Lutton.
Regularity based descriptor computed from local image oscillations, in: Optics Express, 2007, vol. 15, p. 6140-6145.

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