FIRST HITTING TIME OF A ONE-DIMENSIONAL LEVY FLIGHT TO SMALL TARGETS

被引:1
|
作者
Gomez, Daniel [1 ,2 ]
Lawley, Sean D. [3 ]
机构
[1] Univ Penn, Ctr Math Biol, Philadelphia, PA 19104 USA
[2] Univ Penn, Dept Math, Philadelphia, PA 19104 USA
[3] Univ Utah, Dept Math, Salt Lake City, UT 84112 USA
基金
美国国家科学基金会;
关键词
anomalous diffusion; first hitting times; asymptotic analysis; fractional differential; equation; Levy flight; ASYMPTOTIC ANALYSIS; PASSAGE TIME; FRACTIONAL LAPLACIAN; ESCAPE; SEARCH; SUPERDIFFUSION;
D O I
10.1137/23M1586239
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
First hitting times (FHTs) describe the time it takes a random "searcher" to find a "target" and are used to study timescales in many applications. FHTs have been well-studied for diffusive search, especially for small targets, which is called the narrow capture or narrow escape problem. In this paper, we study the FHT to small targets for a one-dimensional superdiffusive search described by a Levy flight. By applying the method of matched asymptotic expansions to a fractional differential equation we obtain an explicit asymptotic expansion for the mean FHT (MFHT). For fractional order s is an element of (0,1) (describing a (2s)-stable Levy flight whose squared displacement scales as t(1/s) in time t ) and targets of radius epsilon << 1 , we show that the MFHT is order one for s is an element of (1/2,1) and diverges as log(1/epsilon) for s = 1/2 and epsilon(2s-1) for s is an element of (0,1/2) . We then use our asymptotic results to identify the value of s is an element of (0,1] which minimizes the average MFHT and find that (a) this optimal value of s vanishes for sparse targets and (b) the value s = 1/2 (corresponding to an inverse square Levy search) is optimal in only very specific circumstances. We confirm our results by comparison to both deterministic numerical solutions of the associated fractional differential equation and stochastic simulations.
引用
收藏
页码:1140 / 1162
页数:23
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