Most probable transition paths in piecewise-smooth stochastic differential equations

被引:3
作者
Hill, Kaitlin [1 ]
Zanetell, Jessica [2 ]
Gemmer, John A. [2 ]
机构
[1] St Marys Univ, Dept Math, San Antonio, TX 78228 USA
[2] Wake Forest Univ, Dept Math & Stat, Winston Salem, NC 27109 USA
关键词
Piecewise smooth dynamical systems; Filippov systems; Freidlin-Wentzell rate functional; Gamma; -convergence; Noise induced tipping; Rare events; MINIMUM ACTION METHOD; HIDDEN DYNAMICS; BIFURCATIONS; NOISE; MODEL; DISCONTINUITY; SYSTEMS; POINTS; LIMIT;
D O I
10.1016/j.physd.2022.133424
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We develop a path integral framework for determining most probable paths for a class of systems of stochastic differential equations with piecewise-smooth drift and additive noise. This approach extends the Freidlin-Wentzell theory of large deviations to cases where the system is piecewisesmooth and may be non-autonomous. In particular, we consider an n-dimensional system with a switching manifold in the drift that forms an (n - 1)-dimensional hyperplane and investigate noiseinduced transitions between metastable states on either side of the switching manifold. To do this, we mollify the drift and use Gamma -convergence to derive an appropriate rate functional for the system in the piecewise-smooth limit. The resulting functional consists of the standard Freidlin-Wentzell rate functional, with an additional contribution due to times when the most probable path slides in a crossing region of the switching manifold. We explore implications of the derived functional through two case studies, which exhibit notable phenomena such as non-unique most probable paths and noise-induced sliding in a crossing region.
引用
收藏
页数:20
相关论文
共 78 条
[41]   Analysis of an Arctic Sea Ice Loss Model in the Limit of a Discontinuous Albedo [J].
Hill, Kaitlin ;
Abbot, Dorian S. ;
Silber, Mary .
SIAM JOURNAL ON APPLIED DYNAMICAL SYSTEMS, 2016, 15 (02) :1163-1192
[42]   Rare events in networks with internal and external noise [J].
Hindes, J. ;
Schwartz, I. B. .
EPL, 2017, 120 (05)
[43]   Hidden dynamics in models of discontinuity and switching [J].
Jeffrey, Mike R. .
PHYSICA D-NONLINEAR PHENOMENA, 2014, 273 :34-45
[44]   One-parameter bifurcations in planar filippov systems [J].
Kuznetsov, YA ;
Rinaldi, S ;
Gragnani, A .
INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2003, 13 (08) :2157-2188
[45]  
Lenton TM, 2011, NAT CLIM CHANGE, V1, P201, DOI [10.1038/NCLIMATE1143, 10.1038/NCLIMATE143]
[46]   GAMMA-LIMIT OF THE ONSAGER-MACHLUP FUNCTIONAL ON THE SPACE OF CURVES [J].
Li, Tiejun ;
Li, Xiaoguang .
SIAM JOURNAL ON MATHEMATICAL ANALYSIS, 2021, 53 (01) :1-31
[47]   An iterative action minimizing method for computing optimal paths in stochastic dynamical systems [J].
Lindley, Brandon S. ;
Schwartz, Ira B. .
PHYSICA D-NONLINEAR PHENOMENA, 2013, 255 :22-30
[48]   Effects of noise in excitable systems [J].
Lindner, B ;
García-Ojalvo, J ;
Neiman, A ;
Schimansky-Geier, L .
PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, 2004, 392 (06) :321-424
[49]   Risk of tipping the overturning circulation due to increasing rates of ice melt [J].
Lohmann, Johannes ;
Ditlevsen, Peter D. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2021, 118 (09)
[50]  
LORENZ EN, 1963, J ATMOS SCI, V20, P130, DOI 10.1175/1520-0469(1963)020<0130:DNF>2.0.CO