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Metastability and Time Scales for Parabolic Equations with Drift 1: The First Time Scale

  • Claudio Landim,
  • Jungkyoung Lee,
  • Insuk Seo

摘要

Consider the elliptic operator given by 0.1 \(\begin{aligned} {\mathscr {L}}_{\varepsilon }f\,=\, {\varvec{b}} \cdot \nabla f \,+\, \varepsilon \, \Delta f \end{aligned}\) L ε f = b · f + ε Δ f for some smooth vector field \(\varvec{b}:{\mathbb R}^d\rightarrow {\mathbb R}^d\) b : R d R d and a small parameter \(\varepsilon >0\) ε > 0 . Consider the initial-valued problem 0.2 \(\begin{aligned} \left\{ \begin{aligned}&\partial _ t u_\varepsilon \,=\, {\mathscr {L}}_\varepsilon u_\varepsilon , \\&u_\varepsilon (0, \cdot ) = u_0(\cdot ) , \end{aligned} \right. \end{aligned}\) t u ε = L ε u ε , u ε ( 0 , · ) = u 0 ( · ) , for some bounded continuous function \(u_0\) u 0 . Denote by \(\mathcal {M}_0\) M 0 the set of critical points of \(\varvec{b}\) b which are stable stationary points for the ODE \(\dot{\varvec{x}} (t) = \varvec{b} (\varvec{x}(t))\) x ˙ ( t ) = b ( x ( t ) ) . Under the hypothesis that \(\mathcal {M}_0\) M 0 is finite and \(\varvec{b} = -(\nabla U + \varvec{\ell })\) b = - ( U + ) , where \(\varvec{\ell }\) is a divergence-free field orthogonal to \(\nabla U\) U , the main result of this article states that there exist a time-scale \(\theta ^{(1)}_\varepsilon \) θ ε ( 1 ) , \(\theta ^{(1)}_\varepsilon \rightarrow \infty \) θ ε ( 1 ) as \(\varepsilon \rightarrow 0\) ε 0 , and a Markov semigroup \(\{p_t: t\ge 0\}\) { p t : t 0 } defined on \(\mathcal {M}_0\) M 0 such that \(\begin{aligned} \lim _{\varepsilon \rightarrow 0} u_\varepsilon ( t \, \theta ^{(1)}_\varepsilon , \varvec{x} ) \;=\; \sum _{\varvec{m}'\in \mathcal {M}_0} p_t(\varvec{m}, \varvec{m}')\, u_0(\varvec{m}')\; \end{aligned}\) lim ε 0 u ε ( t θ ε ( 1 ) , x ) = m M 0 p t ( m , m ) u 0 ( m ) for all \(t>0\) t > 0 and \(\varvec{x}\) x in the domain of attraction of \(\varvec{m}\) m [for the ODE \(\dot{\varvec{x}}(t) = \varvec{b}(\varvec{x}(t))\) x ˙ ( t ) = b ( x ( t ) ) ]. The time scale \(\theta ^{(1)}\) θ ( 1 ) is critical in the sense that, for all time scales \(\varrho _\varepsilon \) ϱ ε such that \(\varrho _\varepsilon \rightarrow \infty \) ϱ ε , \(\varrho _\varepsilon /\theta ^{(1)}_\varepsilon \rightarrow 0\) ϱ ε / θ ε ( 1 ) 0 , \(\begin{aligned} \lim _{\varepsilon \rightarrow 0} u_\varepsilon ( \varrho _\varepsilon , \varvec{x} ) \;=\; u_0(\varvec{m}) \end{aligned}\) lim ε 0 u ε ( ϱ ε , x ) = u 0 ( m ) for all \(\varvec{x} \in \mathcal {D}(\varvec{m})\) x D ( m ) . Namely, \(\theta _\varepsilon ^{(1)}\) θ ε ( 1 ) is the first scale at which the solution to the initial-valued problem starts to change. In a companion paper [20] we extend this result finding all critical time-scales at which the solution of the initial-valued problem (0.2) evolves smoothly in time and we show that the solution \(u_\varepsilon \) u ε is expressed in terms of the semigroup of some Markov chain taking values in sets formed by unions of critical points of \(\varvec{b}\) b .