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.
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页数:20
相关论文
共 78 条
[1]   Phase tipping: how cyclic ecosystems respond to contemporary climate [J].
Alkhayuon, Hassan ;
Tyson, Rebecca C. ;
Wieczorek, Sebastian .
PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2021, 477 (2254)
[2]  
[Anonymous], 1998, Calculus of variations
[3]   ASYMPTOTIC DEVELOPMENT BY GAMMA-CONVERGENCE [J].
ANZELLOTTI, G ;
BALDO, S .
APPLIED MATHEMATICS AND OPTIMIZATION, 1993, 27 (02) :105-123
[4]   Routes to global glaciation [J].
Arnscheidt, Constantin W. ;
Rothman, Daniel H. .
PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2020, 476 (2239)
[5]   Tipping points in open systems: bifurcation, noise-induced and rate-dependent examples in the climate system [J].
Ashwin, Peter ;
Wieczorek, Sebastian ;
Vitolo, Renato ;
Cox, Peter .
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2012, 370 (1962) :1166-1184
[6]   Γ-convergence of Onsager-Machlup functionals: II. Infinite product measures on Banach spaces [J].
Ayanbayev, Birzhan ;
Klebanov, Ilja ;
Lie, Han Cheng ;
Sullivan, T. J. .
INVERSE PROBLEMS, 2022, 38 (02)
[7]   Γ-convergence of Onsager-Machlup functionals: I. With applications to maximum a posteriori estimation in Bayesian inverse problems [J].
Ayanbayev, Birzhan ;
Klebanov, Ilja ;
Li, Han Cheng ;
Sullivan, T. J. .
INVERSE PROBLEMS, 2022, 38 (02)
[8]   Stick-slip motion of solids with dry friction subject to random vibrations and an external field [J].
Baule, A. ;
Touchette, H. ;
Cohen, E. G. D. .
NONLINEARITY, 2011, 24 (02) :351-372
[9]   A path integral approach to random motion with nonlinear friction [J].
Baule, A. ;
Cohen, E. G. D. ;
Touchette, H. .
JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL, 2010, 43 (02)
[10]  
Berglund N, 2013, MARKOV PROCESS RELAT, V19, P459