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具有重置的 Lévy 飞行最优搜索时间的一阶转变

First Order Transition for the Optimal Search Time of Lévy Flights with Resetting.

作者信息

Kusmierz Lukasz, Majumdar Satya N, Sabhapandit Sanjib, Schehr Grégory

机构信息

Institute of Physics, UJ, Reymonta 4, 30-059 Krakow, Poland and Department of Automatics and Biomedical Engineering, AGH, Aleja Mickiewicza 30, 30-059 Krakow, Poland.

Université Paris-Sud, CNRS, LPTMS, UMR 8626, Orsay F-91405, France.

出版信息

Phys Rev Lett. 2014 Nov 28;113(22):220602. doi: 10.1103/PhysRevLett.113.220602. Epub 2014 Nov 26.

DOI:10.1103/PhysRevLett.113.220602
PMID:25494063
Abstract

We study analytically an intermittent search process in one dimension. There is an immobile target at the origin and a searcher undergoes a discrete time jump process starting at x_{0}≥0, where successive jumps are drawn independently from an arbitrary jump distribution f(η). In addition, with a probability 0≤r<1, the position of the searcher is reset to its initial position x_{0}. The efficiency of the search strategy is characterized by the mean time to find the target, i.e., the mean first passage time (MFPT) to the origin. For arbitrary jump distribution f(η), initial position x_{0} and resetting probability r, we compute analytically the MFPT. For the heavy-tailed Lévy stable jump distribution characterized by the Lévy index 0<μ<2, we show that, for any given x_{0}, the MFPT has a global minimum in the (μ,r) plane at (μ^{}(x_{0}),r^{}(x_{0})). We find a remarkable first-order phase transition as x_{0} crosses a critical value x_{0}^{*} at which the optimal parameters change discontinuously. Our analytical results are in good agreement with numerical simulations.

摘要

我们对一维空间中的间歇性搜索过程进行了分析研究。在原点处有一个静止目标,搜索者从(x_{0}≥0)开始经历离散时间跳跃过程,其中连续跳跃是从任意跳跃分布(f(η))中独立抽取的。此外,搜索者以概率(0≤r<1)被重置到其初始位置(x_{0})。搜索策略的效率由找到目标的平均时间来表征,即到原点的平均首次通过时间(MFPT)。对于任意跳跃分布(f(η))、初始位置(x_{0})和重置概率(r),我们通过分析计算出了MFPT。对于由Lévy指数(0<μ<2)表征的重尾Lévy稳定跳跃分布,我们表明,对于任何给定的(x_{0}),MFPT在((μ,r))平面中的((μ^{}(x_{0}),r^{}(x_{0})))处有一个全局最小值。我们发现,当(x_{0})越过临界值(x_{0}^{*})时会发生显著的一阶相变,此时最优参数会发生不连续变化。我们的分析结果与数值模拟结果吻合良好。

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