Optimizing the principal eigenvalue of the Laplacian in a sphere with interior traps

被引:74
|
作者
Cheviakov, A. F. [2 ]
Ward, M. J. [1 ]
机构
[1] Univ British Columbia, Dept Math, Vancouver, BC V6T 1Z2, Canada
[2] Univ Saskatchewan, Dept Math & Stat, Saskatoon, SK S7N 5E6, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Matched asymptotic expansions; Neumann Green's function; Capacitance; Discrete energy; Mean first passage time; Splitting probability; NARROW ESCAPE; SINGULAR VARIATION; DOMAINS; DIFFUSION; CAPACITANCE;
D O I
10.1016/j.mcm.2010.02.025
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The method of matched asymptotic expansions is used to calculate a two-term asymptotic expansion for the principal eigenvalue lambda(epsilon) of the Laplacian in a three-dimensional domain Omega with a reflecting boundary that contains N interior traps of asymptotically small radii. In the limit of small trap radii epsilon -> 0, this principal eigenvalue is inversely proportional to the average mean first passage time (MFPT), defined as the expected time required for a Brownian particle undergoing free diffusion, and with a uniformly distributed initial starting point in Omega, to be captured by one of the localized traps. The coefficient of the second-order term in the asymptotic expansion of lambda(epsilon) is found to depend on the spatial locations of the traps inside the domain, together with the Neumann Green's function for the Laplacian. For a spherical domain, where this Green's function is known analytically, the discrete variational problem of maximizing the coefficient of the second-order term in the expansion of lambda(epsilon), or correspondingly minimizing the average MFPT, is studied numerically by global optimization methods for N <= 20 traps. Moreover, the effect on the average MFPT of the fragmentation of the trap set is shown to be rather significant for a fixed trap volume fraction when N is not too large. Finally, the method of matched asymptotic expansions is used to calculate the splitting probability in a three-dimensional domain, defined as the probability of reaching a specific target trap from an initial source point before reaching any of the other traps. Some examples of the asymptotic theory for the calculation of splitting probabilities are given for a spherical domain. (C) 2010 Elsevier Ltd. All rights reserved.
引用
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页码:1394 / 1409
页数:16
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