Transient Dynamics of a Fractional Fisher Equation

E. C. Gabrick, P. Protachevicz, Diogo L. M. Souza, José Trobia, E. Sayari, F. Borges, M. Lenzi, I. L. Caldas, Antonio M. Batista, E. Lenzi
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Abstract

We investigate the transient dynamics of the Fisher equation under nonlinear diffusion and fractional operators. Firstly, we investigate the effects of the nonlinear diffusivity parameter in the integer-order Fisher equation, by considering a Gaussian distribution as the initial condition. Measuring the spread of the Gaussian distribution by u(0,t)−2, our results show that the solution reaches a steady state governed by the parameters present in the logistic function in Fisher’s equation. The initial transient is an anomalous diffusion process, but a power law cannot describe the whole transient. In this sense, the main novelty of this work is to show that a q-exponential function gives a better description of the transient dynamics. In addition to this result, we extend the Fisher equation via non-integer operators. As a fractional definition, we employ the Caputo fractional derivative and use a discretized system for the numerical approach according to finite difference schemes. We consider the numerical solutions in three scenarios: fractional differential operators acting in time, space, and in both variables. Our results show that the time to reach the steady solution strongly depends on the fractional order of the differential operator, with more influence by the time operator. Our main finding shows that a generalized q-exponential, present in the Tsallis formalism, describes the transient dynamics. The adjustment parameters of the q-exponential depend on the fractional order, connecting the generalized thermostatistics with the anomalous relaxation promoted by the fractional operators in time and space.
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分式费雪方程的瞬态动力学
我们研究了费舍尔方程在非线性扩散和分数算子作用下的瞬态动力学。首先,我们以高斯分布为初始条件,研究非线性扩散参数在整阶费雪方程中的影响。通过 u(0,t)-2 测量高斯分布的扩散,我们的结果表明,解达到了受费舍尔方程中的对数函数参数支配的稳定状态。初始瞬态是一个异常扩散过程,但幂律无法描述整个瞬态。从这个意义上说,这项工作的主要创新之处在于证明了 q 指数函数能更好地描述瞬态动力学。除了这一结果,我们还通过非整数算子扩展了费雪方程。作为分数定义,我们采用了卡普托分数导数,并根据有限差分方案使用离散系统进行数值计算。我们考虑了三种情况下的数值解:作用于时间、空间和两个变量的分数微分算子。我们的结果表明,达到稳定解的时间与微分算子的分数阶数密切相关,时间算子的影响更大。我们的主要发现表明,存在于 Tsallis 形式主义中的广义 q 指数描述了瞬态动力学。q 指数的调整参数取决于分数阶,从而将广义恒温特性与分数算子在时间和空间上促进的反常松弛联系起来。
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