We consider a dynamical system in driven by a vector field , where is a multi-well potential satisfying some regularity conditions. We perturb this dynamical system by a Lévy noise of small intensity and such that the heaviest tail of its Lévy measure is regularly varying. We show that the perturbed dynamical system exhibits metastable behaviour i.e. on a proper time scale it reminds of a Markov jump process taking values in the local minima of the potential . Due to the heavy-tail nature of the random perturbation, the results differ strongly from the well studied purely gaussian case.
Mots-clés : Lévy process, jump diffusion, heavy tail, regular variation, metastability, extreme events, first exit time, large deviations
@article{PS_2008__12__412_0, author = {Imkeller, Peter and Pavlyukevich, Ilya}, title = {Metastable behaviour of small noise {L\'evy-driven} diffusions}, journal = {ESAIM: Probability and Statistics}, pages = {412--437}, publisher = {EDP-Sciences}, volume = {12}, year = {2008}, doi = {10.1051/ps:2007051}, mrnumber = {2437717}, language = {en}, url = {http://archive.numdam.org/articles/10.1051/ps:2007051/} }
TY - JOUR AU - Imkeller, Peter AU - Pavlyukevich, Ilya TI - Metastable behaviour of small noise Lévy-driven diffusions JO - ESAIM: Probability and Statistics PY - 2008 SP - 412 EP - 437 VL - 12 PB - EDP-Sciences UR - http://archive.numdam.org/articles/10.1051/ps:2007051/ DO - 10.1051/ps:2007051 LA - en ID - PS_2008__12__412_0 ER -
%0 Journal Article %A Imkeller, Peter %A Pavlyukevich, Ilya %T Metastable behaviour of small noise Lévy-driven diffusions %J ESAIM: Probability and Statistics %D 2008 %P 412-437 %V 12 %I EDP-Sciences %U http://archive.numdam.org/articles/10.1051/ps:2007051/ %R 10.1051/ps:2007051 %G en %F PS_2008__12__412_0
Imkeller, Peter; Pavlyukevich, Ilya. Metastable behaviour of small noise Lévy-driven diffusions. ESAIM: Probability and Statistics, Tome 12 (2008), pp. 412-437. doi : 10.1051/ps:2007051. http://archive.numdam.org/articles/10.1051/ps:2007051/
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