Lévy walks with velocity fluctuations.
نویسندگان
چکیده
The standard Lévy walk is performed by a particle that moves ballistically between randomly occurring collisions when the intercollision time is a random variable governed by a power-law distribution. During instantaneous collision events, the particle randomly changes the direction of motion but maintains the same constant speed. We generalize the standard model to incorporate velocity fluctuations into the process. Two types of models are considered, namely (i) with a walker changing the direction and absolute value of its velocity during collisions only, and (ii) with a walker whose velocity continuously fluctuates. We present a full analytic evaluation of both models and emphasize the importance of initial conditions. We show that, in the limit of weak velocity fluctuations, the integral diffusion characteristics and the bulk of diffusion profiles are identical to those for the standard Lévy walk. However, the type of underlying velocity fluctuations can be identified by looking at the ballistic regions of the diffusion profiles. Our analytical results are corroborated by numerical simulations.
منابع مشابه
Front Propagation in Reaction-Superdiffusion Dynamics: Taming Lévy Flights with Fluctuations
We investigate front propagation in a reacting particle system in which particles perform scale-free random walks known as Lévy flights. The system is described by a fractional generalization of a reactiondiffusion equation. We focus on the effects of fluctuations caused by a finite number of particles per volume. We show that, in spite of superdiffusive particle dispersion and contrary to mean...
متن کاملOn the Origin and Characteristics of Noise-Induced Lévy Walks of E. Coli
Lévy walks as a random search strategy have recently attracted a lot of attention, and have been described in many animal species. However, very little is known about one of the most important issues, namely how Lévy walks are generated by biological organisms. We study a model of the chemotaxis signaling pathway of E. coli, and demonstrate that stochastic fluctuations and the specific design o...
متن کاملOn a fluctuation identity for random walks and Lévy processes
We extend and unify some identities in law involving ladder processes for random walks and Lévy processes.
متن کاملHeteroskedastic Lévy flights
Truncated Lévy flights are random walks in which the arbitrarily large steps of a Lévy flight are eliminated. Since this makes the variance finite, the central limit theorem applies, and as time increases the probability distribution of the increments becomes Gaussian. Here, truncated Lévy flights with correlated fluctuations of the variance (heteroskedasticity) are considered. What makes these...
متن کاملFluctuations around equilibrium laws in ergodic continuous-time random walks.
We study occupation time statistics in ergodic continuous-time random walks. Under thermal detailed balance conditions, the average occupation time is given by the Boltzmann-Gibbs canonical law. But close to the nonergodic phase, the finite-time fluctuations around this mean are large and nontrivial. They exhibit dual time scaling and distribution laws: the infinite density of large fluctuation...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- Physical review. E, Statistical, nonlinear, and soft matter physics
دوره 85 3 Pt 1 شماره
صفحات -
تاریخ انتشار 2012