Baeumer Boris, Kovács Mihály, Meerschaert Mark M
Department of Mathematics and Statistics, University of Otago, P.O. Box 56, Dunedin, 9001, New Zealand.
Bull Math Biol. 2007 Oct;69(7):2281-97. doi: 10.1007/s11538-007-9220-2. Epub 2007 Jun 2.
Reproduction-Dispersal equations, called reaction-diffusion equations in the physics literature, model the growth and spreading of biological species. Integro-Difference equations were introduced to address the shortcomings of this model, since the dispersal of invasive species is often more widespread than what the classical RD model predicts. In this paper, we extend the RD model, replacing the classical second derivative dispersal term by a fractional derivative of order 1<alpha</=2. Fractional derivative models are used in physics to model anomalous super-diffusion, where a cloud of particles spreads faster than the classical diffusion model predicts. This paper also establishes a connection between the new RD model and a corresponding ID equation with a heavy tail dispersal kernel. The general theory developed here accommodates a wide variety of infinitely divisible dispersal kernels that adapt to any scale. Each one corresponds to a generalised RD model with a different dispersal operator. The connection established here between RD and ID equations can also be exploited to generate convergent numerical solutions of RD equations along with explicit error bounds.
繁殖-扩散方程在物理学文献中被称为反应-扩散方程,用于模拟生物物种的生长和扩散。引入积分-差分方程是为了解决该模型的缺点,因为入侵物种的扩散往往比经典反应-扩散模型预测的更为广泛。在本文中,我们扩展了反应-扩散模型,用阶数为1<α≤2的分数阶导数取代了经典的二阶导数扩散项。分数阶导数模型在物理学中用于模拟反常超扩散,即粒子云的扩散速度比经典扩散模型预测的要快。本文还建立了新的反应-扩散模型与具有重尾扩散核的相应积分-差分方程之间的联系。这里发展的一般理论适用于各种适应任何尺度的无限可分扩散核。每个扩散核都对应一个具有不同扩散算子的广义反应-扩散模型。这里建立的反应-扩散方程和积分-差分方程之间的联系还可用于生成反应-扩散方程的收敛数值解以及明确的误差界。