Litcius/Paper detail

Rate and noise-induced tipping working in concert

Katherine Slyman, Christopher K. R. T. Jones

2023Chaos An Interdisciplinary Journal of Nonlinear Science25 citationsDOIOpen Access PDF

Abstract

Rate-induced tipping occurs when a ramp parameter changes rapidly enough to cause the system to tip between co-existing, attracting states. We show that the addition of noise to the system can cause it to tip well below the critical rate at which rate-induced tipping would occur. Moreover, it does so with significantly increased probability over the noise acting alone. We achieve this by finding a global minimizer in a canonical problem of the Freidlin-Wentzell action functional of large deviation theory that represents the most probable path for tipping. This is realized as a heteroclinic connection for the Euler-Lagrange system associated with the Freidlin-Wentzell action and we find it exists for all rates less than or equal to the critical rate. Its role as the most probable path is corroborated by direct Monte Carlo simulations.

Topics & Concepts

Noise (video)Large deviations theoryAction (physics)MathematicsStatistical physicsRate functionMonte Carlo methodPath (computing)PhysicsComputer scienceStatisticsQuantum mechanicsImage (mathematics)Artificial intelligenceProgramming languageEcosystem dynamics and resilienceEvolutionary Game Theory and CooperationEvolution and Genetic Dynamics