Large deviations of a forced velocity-jump process with a Hamilton–Jacobi approach
[Grandes déviations pour un processus à sauts de vitesse contraint avec une approche Hamilton–Jacobi]
Annales de l'Institut Fourier, Tome 71 (2021) no. 4, pp. 1733-1755

We study the dispersion of a particle whose motion dynamics can be described by a forced velocity jump process. To investigate large deviations results, we study the Kolmogorov forward equation of this process in the hyperbolic scaling (t,x,v)→(t/ε,x/ε,v) and then, perform a Hopf–Cole transform which gives us a kinetic equation on a potential. We prove the convergence of this potential as ε→0 to the solution of a Hamilton–Jacobi equation. The hamiltonian can have a C 1 singularity, as was previously observed in this kind of studies. This is a preliminary work before studying spreading results for more realistic processes.

Nous nous intéressons à la dispersion d’une particule dont le mouvement peut être décrit par un processus à sauts de vitesse contraint par un force extérieure. Pour établir des résultats de grandes déviations, nous étudions l’équation de Kolmogorov après rééchelonnement hyperbolique t,x,v→t/ε,x/ε,v, puis nous effectuons une transformée de Hopf–Cole qui nous donne une équation cinétique suivie par un potentiel. Nous montrons la convergence pour ε→0 de ce potentiel vers la solution de viscosité d’une équation de Hamilton–Jacobi. Le hamiltonien peut présenter une singularité 𝒞 1 , comme il a déjà été constaté dans ce type d’études. Ceci est un travail préliminaire avant d’étudier des résultats de propagation pour des processus plus réalistes.

Reçu le :
Révisé le :
Accepté le :
Première publication :
Publié le :
DOI : 10.5802/aif.3433
Classification : 35Q92, 45K05, 35D40, 35F21
Keywords: Kinetic equations, Hamilton–Jacobi equations, Large deviations, Perturbed test function method, Piecewise Deterministic Markov Process.
Mots-clés : Équations cinétiques, Équations de Hamilton–Jacobi, Grandes déviations, Méthode de la fonction test perturbée, Processus de Markov déterministes par morceaux.

Caillerie, Nils  1

1 Georgetown University Department of mathematics and statistics Georgetown University Saint Mary’s Hall 3700 O Street NW Washington, DC 20057 (USA)
Licence : CC-BY-ND 4.0
Droits d'auteur : Les auteurs conservent leurs droits
Caillerie, Nils. Large deviations of a forced velocity-jump process with a Hamilton–Jacobi approach. Annales de l'Institut Fourier, Tome 71 (2021) no. 4, pp. 1733-1755. doi: 10.5802/aif.3433
@article{AIF_2021__71_4_1733_0,
     author = {Caillerie, Nils},
     title = {Large deviations of a forced velocity-jump process with a {Hamilton{\textendash}Jacobi} approach},
     journal = {Annales de l'Institut Fourier},
     pages = {1733--1755},
     year = {2021},
     publisher = {Association des Annales de l{\textquoteright}institut Fourier},
     volume = {71},
     number = {4},
     doi = {10.5802/aif.3433},
     language = {en},
     url = {https://aif.centre-mersenne.org/articles/10.5802/aif.3433/}
}
TY  - JOUR
AU  - Caillerie, Nils
TI  - Large deviations of a forced velocity-jump process with a Hamilton–Jacobi approach
JO  - Annales de l'Institut Fourier
PY  - 2021
SP  - 1733
EP  - 1755
VL  - 71
IS  - 4
PB  - Association des Annales de l’institut Fourier
UR  - https://aif.centre-mersenne.org/articles/10.5802/aif.3433/
DO  - 10.5802/aif.3433
LA  - en
ID  - AIF_2021__71_4_1733_0
ER  - 
%0 Journal Article
%A Caillerie, Nils
%T Large deviations of a forced velocity-jump process with a Hamilton–Jacobi approach
%J Annales de l'Institut Fourier
%D 2021
%P 1733-1755
%V 71
%N 4
%I Association des Annales de l’institut Fourier
%U https://aif.centre-mersenne.org/articles/10.5802/aif.3433/
%R 10.5802/aif.3433
%G en
%F AIF_2021__71_4_1733_0

[1] Alt, Wolgang Biased random walk models for chemotaxis and related diffusion approximations, J. Math. Biol., Volume 9 (1980) no. 2, pp. 147-177 | MR | Zbl | DOI

[2] Barles, Guy Solutions de viscosité des équations de Hamilton–Jacobi, Mathématiques & Applications, Springer, 1994 no. 17

[3] Barles, Guy; Perthame, Benoît Exit Time Problems in Optimal Control and Vanishing Viscosity Method, SIAM J. Control Optimization, Volume 26 (1988) no. 5, pp. 1133-1148 | MR | Zbl | DOI

[4] Bouin, Emeric A Hamilton–Jacobi approach for front propagation in kinetic equations, Kinet. Relat. Models, Volume 8 (2015) no. 2, pp. 255-280 | MR | Zbl | DOI

[5] Bouin, Emeric; Caillerie, Nils Spreading in kinetic reaction–transport equations in higher velocity dimensions, Eur. J. Appl. Math., Volume 30 (2019) no. 2, pp. 219-247 | MR | Zbl | DOI

[6] Bouin, Emeric; Calvez, Vincent A kinetic eikonal equation, C. R. Math. Acad. Sci. Paris, Volume 350 (2012) no. 5, pp. 243-248 | Zbl | MR | DOI

[7] Bouin, Emeric; Calvez, Vincent; Grenier, Emmanuel; Nadin, Grégoire Large deviations for velocity-jump processes and non-local Hamilton–Jacobi equations (2016) (https://arxiv.org/abs/1607.03676)

[8] Bouin, Emeric; Calvez, Vincent; Meunier, Nicolas; Mirrahimi, Sepideh; Perthame, Benoît; Raoul, Gaël; Voituriez, Raphaël Invasion fronts with variable motility: Phenotype selection, spatial sorting and wave acceleration, C. R. Math. Acad. Sci. Paris, Volume 350 (2012) no. 15, pp. 761-766 | MR | Zbl | DOI

[9] Bouin, Emeric; Calvez, Vincent; Nadin, Grégoire Propagation in a Kinetic Reaction-Transport Equation: Travelling Waves And Accelerating Fronts, Arch. Ration. Mech. Anal., Volume 217 (2015) no. 2, pp. 571-617 | MR | Zbl | DOI

[10] Bouin, Emeric; Mirrahimi, Sepideh A Hamilton–Jacobi approach for a model of population structured by space and trait, Commun. Math. Sci., Volume 13 (2015) no. 6, pp. 1431-1452 | MR | Zbl | DOI

[11] Caillerie, Nils Large deviations of a velocity jump process with a Hamilton–Jacobi approach, C. R. Math. Acad. Sci. Paris, Volume 355 (2017) no. 2, pp. 170-175 | MR | Zbl | DOI

[12] Caillerie, Nils Stochastic and deterministic kinetic equations in the context of mathematics applied to biology, phdthesis, Université de Lyon (2017) (https://tel.archives-ouvertes.fr/tel-01579877/document)

[13] Calvez, Vincent Chemotactic waves of bacteria at the mesoscale, J. Eur. Math. Soc., Volume 22 (2019) no. 2, pp. 593-668 | MR | Zbl | DOI

[14] Coville, Jérôme Singular measure as principal eigenfunction of some nonlocal operators, Appl. Math. Lett., Volume 26 (2013) no. 8, pp. 831-835 | MR | Zbl | DOI

[15] Davis, Mark H. A. Markov models and optimization, Monographs on Statistics and Applied Probability, 49, Chapman & Hall, 1993 | DOI | Zbl

[16] Evans, Lawrence C. The perturbed test function method for viscosity solutions of nonlinear PDE, Proc. R. Soc. Edinb., Sect. A, Math., Volume 111 (1989) no. 3-4, pp. 359-375 | MR | Zbl | DOI

[17] Evans, Lawrence C.; Ishii, Hitoshi A PDE approach to some asymptotic problems concerning random differential equations with small noise intensities, Ann. Inst. Henri Poincaré, Anal. Non Linéaire, Volume 2 (1985) no. 1, pp. 1-20 | MR | Numdam | Zbl | DOI

[18] Evans, Lawrence C.; Souganidis, Panagiotis E. A PDE Approach to Geometric Optics for Certain Semilinear Parabolic Equations, Indiana Univ. Math. J., Volume 38 (1989) no. 1, pp. 141-172 | DOI | MR | Zbl

[19] Fleming, Wendell H. Exit probabilities and optimal stochastic control, Appl. Math. Optim., Volume 4 (1977) no. 1, pp. 329-346 | MR | Zbl | DOI

[20] Fleming, Wendell H.; Souganidis, Panagiotis E. PDE-viscosity solution approach to some problems of large deviations, Ann. Sc. Norm. Super. Pisa, Cl. Sci., IV. Ser., Volume 13 (1986) no. 2, pp. 171-192 | MR | Numdam | Zbl

[21] Freidlin, Mark I. Geometric Optics Approach to Reaction-Diffusion Equations, SIAM J. Appl. Math., Volume 46 (1986) no. 2, pp. 222-232 | MR | Zbl | DOI

[22] Gandon, Sylvain; Mirrahimi, Sepideh A Hamilton–Jacobi method to describe the evolutionary equilibria in heterogeneous environments and with non-vanishing effects of mutations, C. R. Math. Acad. Sci. Paris, Volume 355 (2017) no. 2, pp. 155-160 | MR | Zbl | DOI

[23] Mirrahimi, Sepideh; Perthame, Benoît Asymptotic analysis of a selection model with space, J. Math. Pures Appl., Volume 104 (2015) no. 6, pp. 1108-1118 | MR | Zbl | DOI

[24] Mirrahimi, Sepideh; Perthame, Benoît; Souganidis, Panagiotis E. Time fluctuations in a population model of adaptive dynamics, Ann. Inst. Henri Poincaré, Anal. Non Linéaire, Volume 32 (2015) no. 1, pp. 41-58 | MR | Numdam | Zbl | DOI

[25] Perthame, Benoît Global existence to the BGK model of Boltzmann equation, J. Differ. Equations, Volume 82 (1989) no. 1, pp. 191-205 | MR | Zbl | DOI

[26] Rudnicki, Ryszard; Tyran-Kamińska, Marta Piecewise Deterministic Processes in Biological Models, SpringerBriefs in Applied Sciences and Technology, Springer, 2017 | DOI

[27] Saragosti, Jonathan; Calvez, Vincent; Bournaveas, Nikolaos; Perthame, Benoît; Buguin, Axel; Silberzan, Pascal Directional persistence of chemotactic bacteria in a traveling concentration wave, Proc. Natl. Acad. Sci. USA, Volume 108 (2011) no. 39, pp. 16235-16240 | DOI

[28] Stroock, Daniel W. Some stochastic processes which arise from a model of the motion of a bacterium, Z. Wahrscheinlichkeitstheor. Verw. Geb., Volume 28 (1974) no. 4, pp. 305-315 | Zbl | DOI

Cité par Sources :