Math Biology Seminar: May Ann Mata
Topic
Sustained Oscillations in Stochastic Models With Periodic Parametric Forcing
Speakers
Details
We present an approximate description of sustained oscillations produced by a linear stochastic differential equation (SDE) of the form: dx(t)=A(t) x(t) dt + C(t) dW(t), a linear diffusion equation in two dimensions with a time-dependent periodic parameter, i.e. periodic forcing. Our work uses Floquet theory and a stochastic approximation by Baxendale and Greenwood (2011). Here we show that x(t), in an approximate sense, follows a cyclic path whose periodicity is related to the frequency of A(t) and the frequency predicted by the Floquet exponents. The radius of this approximate process is modulated by a slowly-varying bi-variate standard Ornstein-Uhlenbeck process. Moreover, we find that the typical amplitude of the approximate process is directly proportional to the square-root of the variance of the noise. We demonstrate the theory using a simulated stochastic model for a driven harmonic oscillator with noise. We discuss the applicability of our approximation in the context of stochastic epidemic model with seasonal forcing (e.g. avian flu).
Additional Information
May Ann Mata, UBC-Okanagan
This is a Past Event
Event Type
Scientific, Seminar
Date
September 7, 2016
Time
-
Location