TY - JOUR
T1 - Penalization of nonsmooth dynamical systems with noise
T2 - Ergodicity and asymptotic formulae for threshold crossings probabilities
AU - Laurière, Mathieu
AU - Mertz, Laurent
PY - 2019
Y1 - 2019
N2 - The purpose of this paper is to prove ergodicity and provide asymptotic formulae for probabilities of threshold crossing related to smooth approximations of three fundamental nonlinear mechanical models: (a) an elasto-plastic oscillator, (b) an oscillator with dry friction, and (c) an oscillator constrained by an obstacle (one sided or two sided) and subject to impacts, all three in presence of white or colored noise. Relying on a groundbreaking result on density estimates for degenerate diffusions by Delarue and Menozzi [J. Funct. Anal., 259 (2010), pp. 1577-1630], we identify Lyapunov functions that satisfy appropriate conditions leading to ergodicity (invariant measure and Poisson equation) and a functional central limit theorem. These conditions appear in the very fundamental works of Down, Meyn, and Tweedie [Ann. Probab., 23 (1995), pp. 1671-1691] and Glynn and Meyn [Ann. Probab., 24 (1996), pp. 916-931]. From an applied mathematics perspective, an important consequence is the access to asymptotic formulae for quantities of interest in engineering and science.
AB - The purpose of this paper is to prove ergodicity and provide asymptotic formulae for probabilities of threshold crossing related to smooth approximations of three fundamental nonlinear mechanical models: (a) an elasto-plastic oscillator, (b) an oscillator with dry friction, and (c) an oscillator constrained by an obstacle (one sided or two sided) and subject to impacts, all three in presence of white or colored noise. Relying on a groundbreaking result on density estimates for degenerate diffusions by Delarue and Menozzi [J. Funct. Anal., 259 (2010), pp. 1577-1630], we identify Lyapunov functions that satisfy appropriate conditions leading to ergodicity (invariant measure and Poisson equation) and a functional central limit theorem. These conditions appear in the very fundamental works of Down, Meyn, and Tweedie [Ann. Probab., 23 (1995), pp. 1671-1691] and Glynn and Meyn [Ann. Probab., 24 (1996), pp. 916-931]. From an applied mathematics perspective, an important consequence is the access to asymptotic formulae for quantities of interest in engineering and science.
KW - Colored noise
KW - Ergodic properties
KW - Lyapunov functions
KW - Moreau-Yosida approximation
KW - Random vibrations
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U2 - 10.1137/18M1173423
DO - 10.1137/18M1173423
M3 - RGC 21 - Publication in refereed journal
SN - 1536-0040
VL - 18
SP - 853
EP - 880
JO - SIAM Journal on Applied Dynamical Systems
JF - SIAM Journal on Applied Dynamical Systems
IS - 2
ER -