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相关论文: On the Extreme Flights of One-Sided Levy Processes

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Exact results for the first passage time and leapover statistics of symmetric and one-sided Levy flights (LFs) are derived. LFs with stable index alpha are shown to have leapover lengths, that are asymptotically power-law distributed with…

统计力学 · 物理学 2009-11-13 Tal Koren , Michael A. Lomholt , Aleksei V. Chechkin , Joseph Klafter , Ralf Metzler

We study the statistics of encounters of L\'evy flights by introducing the concept of vicious L\'evy flights - distinct groups of walkers performing independent L\'evy flights with the process terminating upon the first encounter between…

统计力学 · 物理学 2010-11-09 Igor Goncharenko , Ajay Gopinathan

Levy flights and subdiffusive processes and their properties are discussed. We derive the space- and time-fractional transport equations, and consider their solutions in external potentials. An extensive list of references is included.

统计力学 · 物理学 2007-06-26 Ralf Metzler , Aleksei V. Chechkin , Joseph Klafter

We study the efficiency of random search processes based on L{\'e}vy flights with power-law distributed jump lengths in the presence of an external drift, for instance, an underwater current, an airflow, or simply the bias of the searcher…

统计力学 · 物理学 2014-12-24 Vladimir V. Palyulin , Aleksei V. Chechkin , Ralf Metzler

We analyze confining mechanisms for L\'{e}vy flights. When they evolve in suitable external potentials their variance may exist and show signatures of a superdiffusive transport. Two classes of stochastic jump - type processes are…

统计力学 · 物理学 2015-05-13 Piotr Garbaczewski , Vladimir Stephanovich

In this paper we analyze a coupling between the very large jumps in physical and operational times as applied to anomalous diffusion. The approach is based on subordination of a skewed Levy-stable process by its inverse to get two types of…

统计力学 · 物理学 2011-11-15 Aleksander Stanislavsky , Karina Weron

L\'evy Flights are paradigmatic generalised random walk processes, in which the independent stationary increments---the "jump lengths"---are drawn from an $\alpha$-stable jump length distribution with long-tailed, power-law asymptote. As a…

统计力学 · 物理学 2020-08-26 A. Padash , A. V. Chechkin , B. Dybiec , I. Pavlyukevich , B. Shokri , R. Metzler

We study the efficiency of search processes based on Levy flights (LFs) with power-law distributed jump lengths in the presence of an external drift. While LFs turn out to be efficient search processes when relative to the starting point…

统计力学 · 物理学 2013-06-06 Vladimir V. Palyulin , Aleksei V. Chechkin , Ralf Metzler

We compute the average shape of trajectories of some one--dimensional stochastic processes x(t) in the (t,x) plane during an excursion, i.e. between two successive returns to a reference value, finding that it obeys a scaling form. For…

统计力学 · 物理学 2009-11-10 Francesca Colaiori , Andrea Baldassarri , Claudio Castellano

This paper studies a class of enhanced diffusion processes in which random walkers perform L\'evy flights and apply it for global optimization. L\'evy flights offer controlled balance between exploitation and exploration. We develop four…

神经与进化计算 · 计算机科学 2014-07-23 Truyen Tran , Trung Thanh Nguyen , Hoang Linh Nguyen

We study rare events in the extreme value statistics of stochastic symmetric jump processes with power tails in the distributions of the jumps, using the big-jump principle. The principle states that in the presence of stochastic processes…

统计力学 · 物理学 2024-09-04 Alberto Bassanoni , Alessandro Vezzani , Raffaella Burioni

In this paper we propose and advocate the use of the so called L\'evy flights as a driving mechanism for a class of stochastic optimization computations. This proposal, for some reasons overlooked until now, is - in author's opinion - very…

数学物理 · 物理学 2007-05-23 Marek Gutowski

Rayleigh-Levy flights have played a significant role in cosmology as simplified models for understanding how matter distributes itself under gravitational influence. These models also exhibit numerous remarkable properties that enable the…

宇宙学与河外天体物理 · 物理学 2024-02-27 Francis Bernardeau , Christophe Pichon

The Riemann walk is the lattice version of the Levy flight. For the one-dimensional Riemann walk of Levy exponent 0<\alpha<2 we study the statistics of the support, i.e. the set of visited sites, after t steps. We consider a wide class of…

统计力学 · 物理学 2010-08-26 A. M. Mariz , F. van Wijland , H. J. Hilhorst , S. R. Gomes Junior , C. Tsallis

The search for hidden targets is a fundamental problem in many areas of science, engineering, and other fields. Studies of search processes often adopt a probabilistic framework, in which a searcher randomly explores a spatial domain for a…

概率论 · 数学 2021-03-16 Sean D Lawley

Edwards et al question aspects of the methods used in two of our published papers that report results showing Levy walk like and Levy flight movement patterns of marine predators.The criticisms are focused on the applicability of some…

种群与进化 · 定量生物学 2012-10-09 David W. Sims , Nicolas E. Humphries

We investigate two coupled properties of Levy stable random motions: The first passage times (FPTs) and the first passage leapovers (FPLs). While, in general, the FPT problem has been studied quite extensively, the FPL problem has hardly…

软凝聚态物质 · 物理学 2008-12-08 T. Koren , A. V. Chechkin , J. Klafter

In this paper we present some limit theorems for power variation of L\'evy semi-stationary processes in the setting of infill asymptotics. L\'evy semi-stationary processes, which are a one-dimensional analogue of ambit fields, are moving…

概率论 · 数学 2016-10-17 Andreas Basse-O'Connor , Claudio Heinrich , Mark Podolskij

We analyze two different confining mechanisms for L\'{e}vy flights in the presence of external potentials. One of them is due to a conservative force in the corresponding Langevin equation. Another is implemented by Levy-Schroedinger…

统计力学 · 物理学 2015-05-13 Piotr Garbaczewski

This book chapter introduces to the problem to which extent search strategies of foraging biological organisms can be identified by statistical data analysis and mathematical modeling. A famous paradigm in this field is the Levy Flight…

统计力学 · 物理学 2018-04-12 R. Klages
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