Noise-induced tipping under periodic forcing: Preferred tipping phase in a non-adiabatic forcing regime

被引:12
作者
Chen, Yuxin [1 ]
Gemmer, John A. [2 ]
Silber, Mary [3 ,4 ]
Volkening, Alexandria [5 ]
机构
[1] Northwestern Univ, Dept Engn Sci & Appl Math, Evanston, IL 60208 USA
[2] Wake Forest Univ, Dept Math & Stat, Winston Salem, NC 27109 USA
[3] Univ Chicago, Comm Computat & Appl Math, Chicago, IL 60637 USA
[4] Univ Chicago, Dept Stat, Chicago, IL 60637 USA
[5] Ohio State Univ, Math Biosci Inst, Columbus, OH 43210 USA
基金
美国国家科学基金会;
关键词
TRANSITION PATHS; EXIT PROBLEM; FLUCTUATIONS; ESCAPE; SPACE; LIMIT; MODEL;
D O I
10.1063/1.5083973
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We consider a periodically forced 1D Langevin equation that possesses two stable periodic solutions in the absence of noise. We ask the question: is there a most likely noise-induced transition path between these periodic solutions that allows us to identify a preferred phase of the forcing when tipping occurs? The quasistatic regime, where the forcing period is long compared to the adiabatic relaxation time, has been well studied; our work instead explores the case when these time scales are comparable. We compute optimal paths using the path integral method incorporating the Onsager-Machlup functional and validate results with Monte Carlo simulations. Results for the preferred tipping phase are compared with the deterministic aspects of the problem. We identify parameter regimes where nullclines, associated with the deterministic problem in a 2D extended phase space, form passageways through which the optimal paths transit. As the nullclines are independent of the relaxation time and the noise strength, this leads to a robust deterministic predictor of the preferred tipping phase in a regime where forcing is neither too fast nor too slow. Published under license by AIP Publishing.
引用
收藏
页数:13
相关论文
共 49 条
[1]  
[Anonymous], 2012, GRUNDLEHREN MATH WIS
[2]   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
[3]   Geometric singular perturbation theory for stochastic differential equations [J].
Berglund, N ;
Gentz, B .
JOURNAL OF DIFFERENTIAL EQUATIONS, 2003, 191 (01) :1-54
[4]  
Berglund N., 2002, Stochast. Dyn., V02, P327, DOI DOI 10.1142/S0219493702000455
[5]   Seasonal forcing in stochastic epidemiology models [J].
Billings, Lora ;
Forgoston, Eric .
RICERCHE DI MATEMATICA, 2018, 67 (01) :27-47
[6]   TRACES OF RANDOM-VARIABLES ON WIENER SPACE AND THE ONSAGER-MACHLUP FUNCTIONAL [J].
CARMONA, RA ;
NUALART, D .
JOURNAL OF FUNCTIONAL ANALYSIS, 1992, 107 (02) :402-438
[7]  
Chaichian M., 2001, Path integrals in physics
[8]   LARGE DEVIATIONS RESULTS FOR THE EXIT PROBLEM WITH CHARACTERISTIC BOUNDARY [J].
DAY, MV .
JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 1990, 147 (01) :134-153
[9]  
Doedel E.J., Auto-07p: Continuation and bifurcation software for ordinary differential equations
[10]   Resonant directed diffusion in nonadiabatically driven systems [J].
Dykman, MI ;
Rabitz, H ;
Smelyanskiy, VN ;
Vugmeister, BE .
PHYSICAL REVIEW LETTERS, 1997, 79 (07) :1178-1181