P. Del Moral, A. Doucet.
Sequential Monte Carlo & Genetic particle models. Theory and Practice. Chapman & Hall. Series : Mathematics and Statistics (to appear 2012).
R. Carmona, P. Del Moral, P. Hu, N. Oudjane
Numerical Methods in Finance Springer New York,
Series: Proceeding in Mathematics, (to appear 2011-2012).
E. Tantar, A. Tantar, P. Del Moral, C. A. Coello Coello, P. Legrand, O. Schutze, P. Bouvry.
Evolve : A bridge between Probability, Set Oriented Numerics and Evolutionary Computation. Series Studies in Computational Intelligence, Springer (to appear 2011-2012).
R. Carmona, P. Del Moral, P. Hu, N. Oudjane An introduction to particle methods in finance in
Numerical Methods in Finance Springer New York,
Series: Proceeding in Mathematics, (43p.) (to appear 2011-2012).
P. Del Moral, B. Remillard, S. Rubenthaler. Monte Carlo approximations of american option that preserve monotonicity and convexity. in
Numerical Methods in Finance Springer New York,
Series: Proceeding in Mathematics, (28p.) (to appear 2011-2012).
P. Del Moral, P., A. Doucet and A. Jasra. Sequential Monte Carlo for Bayesian Computation. (preliminary version) Bayesian Statistics 8, Oxford University Press (2006).
Del Moral P., Jacod J. Interacting Particle Filtering With Discrete Observations Sequential Monte Carlo Methods in Practice, pp. 43-77,
Statistics for Engineering and Information Science.
Springer.
Eds. A. Doucet, J. F. G. de Freitas, N. J. Gordon. (2001).
Del Moral P., Jacod J. Interacting particle filtering with discrete-time observations: asymptotic
behaviour in the Gaussian case. Stochastics in finite/infinite dimensions (in honor of G. Kallianpur), pp. 101-123,
Trends in Mathematics, Birkhauser,
Eds. Hida T., Karandikar R., Kunita H., Rajput B., Watanabe S. and Xiong J. (2001).
Del Moral P. Maslov Optimization Theory: Optimality Versus Randomness. Appendix of the book : Idempotency Analysis and its Applications,
V.N. Kolokoltsov and V.P. Maslov, pages 243-302, Volume 401, Kluwer Academic
Publishers, Dordrecht/Boston/London, Mathematics and its Applications (1997).
Del Moral P. Maslov Optimization Theory: Topological Aspects. Idempotency, Editor J. Gunawardena, Cambridge University Press,
Publications of the Newton Institute, 354-383 (1998).
Del Moral P., Salut G. Random particle methods in (max,+) optimization problems. Idempotency, Editor J. Gunawardena, Cambridge University Press,
Publications of the Newton Institute, 383--392 (1998).
Pierre Del Moral, Peng Hu, Nadia Oudjane, Bruno Remillard On the Robustness of the Snell envelope
(HAL-INRIA RR-7303 (2010)) [35p]. SIAM Journal on Financial Mathematics, vol.2, 587-626 (2011).
Pierre Del Moral, Arnaud Doucet
A new class of interacting Markov chain Monte Carlo methods
Comptes rendus Académie des Sciences, Série : Mathématiques, Vol. 348 - N° 1-2, p. 79-83 (2010).
Pierre Del Moral, Frederic Patras and Sylvain Rubenthaler Coalescent tree based functional representations for some
Feynman-Kac particle models (preliminary version)
Annals of Applied Probability, Vol. 19, No. 2, pages 1--50 (2009)
Andrieu, Christophe; Jasra, Ajay; Doucet, Arnaud; Del Moral, Pierre A note on convergence of the equi-energy sampler. (preliminary version)
Stoch. Anal. Appl. vol. 26, no. 2, 298--312 (2008)
Del Moral, P., Miclo, L. Strong propagations of chaos in Moran's type particle interpretations of Feynman-Kac measures. (preliminary version)
Stoch. Anal. Appl., vol. 25, no. 3, 519--575 (2007).
Del Moral, P., Doucet A., Peters G.W. Sharp Propagations of Chaos Estimates for Feynman-Kac particle Models (preliminary version)
Probability Theory and its Applications, SIAM, vol. 51, no. 3, pp. 459--485 (2006).
Del Moral, P., Garnier J. Simulations of rare events in fiber optics by interacting particle systems (preliminary version)
Optics Communications, Elsevier eds, to appear (2006)
Del Moral, P., Doucet A., Jasra A. Sequential Monte Carlo Samplers (preliminary version)
Journal of the Royal Statistical Society, Series B, vol. 68, no. 3, pp. 411-436 (2006).
K. Najim, E. Ikonen and P. Del Moral Open-loop regulation and tracking control based on a genealogical decision tree (preliminary version)
Neural Computing and Applications, vol. 15, no. 3/4, pp. 339-349, Springer London (2006)
Del Moral P., Miclo L. Dynamiques de Feynman-Kac recuites (preliminary version)
ESAIM Probability and Statistics, vol. 10, pp. 76-140 (2006).
Del Moral P., Miclo L. Self Interacting Markov chains (preliminary version)
Stochastic Analysis and Applications, vol. 24, no. 3, pp. 615--660 (2006).
Del Moral, P., Garnier J. Genealogical Particle Analysis of Rare events.(preliminary version)
Annals of Applied Probability, vol. 15, no. 4, 2496--2534 (2005).
Del Moral, P., Tindel S. A Berry-Esseen theorem
for Feynman-Kac and interacting particle models.(preliminary version)
Annals of Applied Probability, vol. 15, no. 1B, 941--962 (2005).
Del Moral P. and Miclo L. Annealed Feynman-Kac Models. Communications in Mathematical Physics, vol. 235, no. 2,
pp.191--214 (2003).
Del Moral P. and Doucet A. On a class of genealogical and interacting Metropolis Models. Séminaire de Probabilités XXXVII,
Ed. J. Azéma and M. Emery and M. Ledoux and M. Yor,
Lecture Notes in Mathematics 1832, Springer-Verlag Berlin,
pp. 415--446 (2003).
N. Kaddour, Del Moral P., E. Ikonen An
Improved version of the McMurtry-Fu Reinforcement Learning Scheme.
International Journal of Systems Science,vol. 34, no.1,
pp. 37-47 (2003)
Del Moral P., Guionnet A. On the stability of Measure Valued Processes with Applications to filtering. C.R. Acad. Sci. Paris, t. 329, Serie I, pp. 429-434 (1999).
Del Moral P. Non Linear Filtering Using Interacting Particle Systems. C.R. Acad. Sci. Paris, t. 325, Serie I, p. 653-658 (1997).
Del Moral P. and Salut G. Particle interpretation of non-linear filtering and optimization. Russian Journal of Mathematical Physics, Vol. 5 , No. 3, 355--372 (1997).
Carvalho H., Del Moral P., Monin A., Salut G. Optimal Non-linear Filtering in GPS/INS Integration. IEEE-Trans. on Aerospace and electronic systems, Vol. 33 (3), 835-850 (1997).
13th International Conference on Information. FUSION, EICC, Edinburgh, UK, 26-29 July (2010)
M. Lei, P. Del Moral and C. Baehr
Fisher Information Matrix-based Nonlinear System Conversion for State Estimation Technical Report. (2009).
Proceedings of the 8th IEEE
International Conference on Control & Automation
(ICCA2010), Xiamen, China, on June 9-11,
(2010).
M. Lei, P. Del Moral and C. Baehr
Analysis of Approximated PCRLBs for Nonlinear Dynamics Using Different Moments of State Estimate Technical Report. (2009).
Proceedings of the 8th IEEE
International Conference on Control & Automation
(ICCA2010), Xiamen, China, on June 9-11,
(2010).
A. M. Johansen, P. Del Moral, and A. Doucet Sequential Monte Carlo Samplers for Rare Events (preliminary version) Proceedings of 6th International Workshop on Rare Event Simulation, Bamberg, Germany (2006).
F. Cerou, P. Del Moral, A. Guyader, F. LeGland, P. Lezaud, H. Topart Some recent improvements to importance splitting (preliminary version) Proceedings of 6th International Workshop on Rare Event Simulation, Bamberg, Germany (2006).
E. Ikonen, K. Najim, and P. Del Moral Application of genealogical decision trees for open-loop tracking control.(preliminary version) Proceedings of the16th IFAC World Congress, Prague, Czech (2005).
E. Ikonen, P. Del Moral, and K. Najim. A genealogical decision tree solution to optimal control problems. In IFAC Workshop on Advanced Fuzzy/Neural Control, Oulu, Finland, pages 169-174 (2004).
F. Cerou, P. Del Moral, F. LeGland, P. Lezaud Limit Theorems for multilevel
splitting algorithms in the simulation of rare events(preliminary version) Proceedings of the 2005 Winter Simulation Conference
M. E. Kuhl, N. M. Steiger, F. B. Armstrong, and J. A. Joines, eds. (2005).
Del Moral P., Noyer J.C. and Salut G. Maslov Optimization Theory : Stochastic Interpretation, Particle Resolution. Proceedings XI Conf. Internationale sur l'analyse et l'optimisation des systèmes,
Ecole des mines, Sophia Antipolis.
Lecture Note in Control and Information Sciences 199. Springer-Verlag, 312-318 (1995).
Del Moral P., Noyer J.C., Rigal G. and Salut G. Traitement non-linéaire du signal par
réseau particulaire: Application RADAR. Proceedings XIV Colloque GRETSI ,
Traitement du Signal et des Images, Juan les Pins (France),
399--402, Sept. (1993).
Industrial Research Reports
F. Caron, P. Del Moral and M. Pace. Etude des filtres particulaires PHD. Rapport de contrat no. 2009-DCNS-01 avec DCNS-SIS (2009).
B. Bercu, Fr. Caron, P. Del Moral. Déconvolution de signaux par des méthodes bayésienne et algorithmes de Monte Carlo avancés.
Rapports de contrats Lot 1, Contrat CEA CESTA-INRIA 2011-CEA-01 (2011).
B. Bercu, Fr. Caron, P. Del Moral. Déconvolution de signaux par des méthodes bayésienne et algorithmes de Monte Carlo avancés.
Rapports de contrats Lot 2, Contrat CEA CESTA-INRIA 2011-CEA-02 (2011).
B. Bercu, Fr. Caron, P. Del Moral. Déconvolution de signaux par des méthodes bayésienne et algorithmes de Monte Carlo avancés.
Rapports de contrats Lot 3 Contrat CEA CESTA-INRIA 2011-CEA-03 (2011).
F. Caron, P. Del Moral, Fr. Giraud, and M. Pace Méthodes stochastiques pour l'optimisation globale sous contraintes [95p.],
Contrat Recherche & Développement CEA-INRIA, Rapport de contrat no. 2009-CEA-01 (2009).
Fr. Caron, P. Del Moral, A et E. Tantar. Simulation particulaire, Dimensionnement en conditions extremes (80p.)
Contrat INRIA-IFREMER, 2010-IFREMER-01 (2010).
P. Del Moral, P. Hu, D. Weng. Méthodes de Monte Carlo pour le pricing d'options américaines. Lot 1. Comparaisons d'algorithmes.
Contrat EDF OSIRIS-INRIA (2010).
P. Del Moral, P. Hu Méthodes de Monte Carlo pour le pricing d'options américaines. Lot 2. Confection et analyse de nouveaux algorithmes de Monte Carlo avancés.
Contrat EDF OSIRIS-INRIA (2010).
P. Del Moral, P. Hu Méthodes de Monte Carlo pour le pricing d'options américaines. Lot 3. Confection et analyse de nouveaux algorithmes de Monte Carlo avancés.
Contrat EDF OSIRIS-INRIA (2010).
P. Del Moral, G. Rigal, and G. Salut. Estimation et commande optimale non-linéaire : un cadre unifié pour la résolution particulaire.
LAAS-CNRS, Toulouse, Report no. 91137, DRET-DIGILOG- LAAS/CNRS contract, April 1991.
P. Del Moral, G. Rigal, and G. Salut. Estimation et commande optimale non-linéaire : un cadre unifié pour la résolution particulaire. LAAS-CNRS, Toulouse, Report no. 91137, DRET-DIGILOG- LAAS/CNRS contract, April 1991.
P. Del Moral, G. Rigal, and G. Salut. Estimation et commande optimale non-linéaire : La résolution particulaire en estimation/filtrage. Compléments de filtrage, commande optimale, et maximum de vraisemblance. Convention DRET no. 89.34.553.00.470.75.01, Rapport intermédiaire, no.4 (210p.), January (1993).
P. Del Moral, G. Rigal, and G. Salut. Estimation et commande optimale non-linéaire : La résolution particulaire en estimation/filtrage. Résultats expérimentaux. Convention DRET no. 89.34.553.00.470.75.01, Rapport intermédiaire, no.2 (54p.), January (1992).
P. Del Moral, G. Rigal, and G. Salut. Estimation et commande optimale non-linéaire : La résolution particulaire en estimation/filtrage. Résultats théoriques. Convention DRET no. 89.34.553.00.470.75.01, Rapport intermédiaire, no.3 (123p.), October (1992).
P. Del Moral, J.-Ch. Noyer, G. Rigal, and G. Salut. Traitement particulaire du signal radar : détection, estimation et reconnaissance de cibles aériennes.
LAAS-CNRS, Toulouse, Report no. 92495, December (1992).
P. Del Moral, G. Rigal, and G. Salut. Filtrage non-linéaire non-gaussien appliqué au recalage de plates-formes inertielles : Mise en équations spécifique
LAAS-CNRS, Toulouse, Report no. 92207, STCAN/DIGILOG-LAAS/CNRS Convention STCAN no. A.91.77.013, Rapport intermédiaire (94p.) September (1991).