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Published on: August 15, 2014
Noise-induced switching and extinction in systems with delay.
Ira B Schwartz1, Lora Billings2, Thomas W Carr3
1US Naval Research Laboratory, Code 6792, Nonlinear System Dynamics Section, Plasma Physics Division, Washington, DC 20375, USA.
This study investigates noise-induced switching and extinction rates in dissipative dynamical systems with hard delay. Analytical and numerical methods reveal exponentially small rates and acausal most probable paths for population dynamics.
Area of Science:
- Dynamical Systems and Chaos Theory
- Theoretical Ecology
- Stochastic Processes
Background:
- Dissipative dynamical systems with delay are crucial for modeling phenomena like population dynamics.
- Understanding noise-induced transitions between stable states and extinction events is vital in these systems.
- The presence of 'hard delay' introduces unique challenges in analyzing system behavior.
Purpose of the Study:
- To investigate the rates of noise-induced switching between stable states and extinction in dissipative dynamical systems with hard delay.
- To develop analytical methods for calculating these rates, particularly for weak noise.
- To identify and characterize the most probable paths associated with switching and extinction events.
Main Methods:
- Formulation of the problem in terms of variational problems for logarithmic accuracy.
- Derivation and analysis of acausal equations for the most probable paths.
- Development of a direct variational method for rate calculation.
- Comparison of analytical results with numerical simulations.
Main Results:
- Noise-induced switching and extinction rates are exponentially small for weak noise.
- The most probable paths governing these transitions are acausal, requiring specific boundary conditions.
- Explicit results were derived for systems with small delay relative to the relaxation rate.
- Analytical predictions show strong agreement with numerical simulations.
Conclusions:
- The study provides a robust framework for analyzing noise-induced transitions in delayed dynamical systems.
- The findings offer insights into the mechanisms of population extinction and state switching under stochastic perturbations.
- The developed methods are applicable to a range of dissipative systems with time delays.
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