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Interface for variants of the contact process

Isabella Alvarenga, Daniel Valesin

Abstract

We study two one-dimensional variants of the contact process: the contact-and-barrier process, where the population evolves in a region delimited by a randomly moving barrier, and the multitype contact process, in which two species compete for space. The contact-and-barrier process is started with the barrier at the origin and all sites to its right occupied, while the multitype contact process is started from the Heaviside configuration with species 1 to the left of the origin and species 2 to the right. We prove that both models exhibit tight interfaces and that, after centring by an appropriate deterministic speed, the interface position satisfies a central limit theorem. Our analysis relies on a renewal-time method based on a novel construction called patchwork construction, in which the processes are built by concatenating space-time evolutions over successive time intervals of random length, providing a more convenient framework for defining the renewal times that drive the proofs.

Interface for variants of the contact process

Abstract

We study two one-dimensional variants of the contact process: the contact-and-barrier process, where the population evolves in a region delimited by a randomly moving barrier, and the multitype contact process, in which two species compete for space. The contact-and-barrier process is started with the barrier at the origin and all sites to its right occupied, while the multitype contact process is started from the Heaviside configuration with species 1 to the left of the origin and species 2 to the right. We prove that both models exhibit tight interfaces and that, after centring by an appropriate deterministic speed, the interface position satisfies a central limit theorem. Our analysis relies on a renewal-time method based on a novel construction called patchwork construction, in which the processes are built by concatenating space-time evolutions over successive time intervals of random length, providing a more convenient framework for defining the renewal times that drive the proofs.
Paper Structure (28 sections, 46 theorems, 204 equations, 4 figures)

This paper contains 28 sections, 46 theorems, 204 equations, 4 figures.

Key Result

Proposition 1

Assume that $r^1_\rightarrow\leq r^0_\rightarrow$ and that the contact-and-barrier process $(\beta_t)_{t\geq 0}$ is started from the Heaviside configuration. Then, there exists a deterministic $\mathbf{B} \in \mathbb R$ such that

Figures (4)

  • Figure 1: Schematic representation of the process $(Y_n)_n$, the stopping times $(\kappa_n)_n$, and the random times $(N_k)_k$ from Lemma \ref{['lem_renewal']}. In the graph representing $(\kappa_n)_n$, an arrow from $m$ to $n$ indicates that $\kappa_m=n$.
  • Figure 2: Figure \ref{['fig:first']} illustrates both the trail $\mathrm{g}$ and the infection path $\Gamma$ over the graphical construction, while Figure \ref{['fig:second']} shows only the trail $\mathrm{g}\sqcup\Gamma$. We emphasize that a trail itself does not depend on any graphical construction, as it is simply a subset of $\mathbb{Z}\times(-\infty,0]$.
  • Figure 3: Illustration of the patchwork elements $T$, $D$, and $\Gamma$. The barrier and its trajectory are shown in orange, the trail $\mathrm{g}$ in blue, and the special infection path $\Gamma$ in purple. The random variable $X$ is shown in purple as well.
  • Figure 4: Illustration of the times $\kappa_n$ for a realization of the contact-and-barrier process obtained via the patchwork construction. The barrier and its trajectory are shown in orange; occupied sites are shown in black and empty sites in white. The figure illustrates the connection between Definition \ref{['def_kappa_n']} and Lemma \ref{['lem_renewal']}.

Theorems & Definitions (144)

  • Definition 1: Interface for contact-and-barrier process
  • Proposition 1
  • Theorem 1: Speed of the barrier
  • Theorem 2: Tightness of the interface
  • Theorem 3: CLT for interface position
  • Remark 1
  • Definition 2: Interface for multitype contact process
  • Theorem 4: Tightness of the interface
  • Theorem 5: CLT for interface position
  • Definition 3: Infection path
  • ...and 134 more