Stochastic Path Perturbation Approach Applied to Non–Local Non–Linear Equations in Population Dynamics
PROCEDENCIA(S): | Ingeniería y Tecnología, USS Santiago. |
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CATEGORÍA(S): | Ecología, Estadísticas y Probabilidades, Ingeniería y Tecnología, Matemáticas Aplicadas. |
AUTOR(ES): | Miguel Angel, Fuentes / Manuel O, Caceres. |
TIPO DE MATERIAL: | Artículos, Investigación. |
ARCHIVO: |
We described the first passage time distribution associated to the stochastic evolution from an unstable uniform state to a patterned one (attractor of the system), when the time evolution is given by an integro-differential equation describing a population model. In order to obtain analytical results we used the Stochastic Path Perturbation Approach introducing a minimum coupling approximation into the nonlinear dynamics, and a stochastic multiscale perturbation expansion. We show that the stochastic multiscale perturbation is a necessary tool to handle other problems like: nonlinear instabilities and multiplicative stochastic partial differential equations. A small noise parameter was introduced to define the random escape of the stochastic field. We carried out Monte Carlo simulations in a non-local Fisher like equation, to show the agreement with our theoretical predictions.