Arapaki Eleni, Argyrakis Panos, Bunde Armin
Department of Physics, University of Thessaloniki, 54124 Thessaloniki, Greece.
Phys Rev E Stat Nonlin Soft Matter Phys. 2004 Mar;69(3 Pt 1):031101. doi: 10.1103/PhysRevE.69.031101. Epub 2004 Mar 8.
We study the hull of the territory visited by N random walkers after t time steps. The walkers move on two-dimensional substrates, starting all from the same position. For the substrate, we consider (a). a square lattice and (b). a percolation cluster at criticality. On the square lattice, we (c). also allow for birth and death processes, where at every time step, alphaN walkers die and are removed from the substrate, and simultaneously the same number of walkers is added randomly at the positions of the remaining walkers, such that the total numbers of walkers is constant in time. We perform numerical simulations for the three processes and find that for all of them, the structure of the hull is self-similar and described by a fractal dimension d(H) that slowly approaches, with an increasing number of time steps, the value d(H)=4/3. For process (c), however, the time to approach the asymptotic value increases drastically with increasing fraction of N/alpha, and can be observed numerically only for sufficiently small values of N/alpha.
我们研究了(N)个随机漫步者在(t)个时间步后所访问区域的边界。漫步者在二维基底上移动,均从同一位置出发。对于基底,我们考虑(a). 正方形晶格和(b). 临界状态下的渗流团簇。在正方形晶格上,我们(c). 还考虑了生死过程,即在每个时间步,(\alpha N)个漫步者死亡并从基底上移除,同时相同数量的漫步者随机添加到剩余漫步者的位置,使得漫步者的总数随时间保持恒定。我们对这三个过程进行了数值模拟,发现对于所有这些过程,边界的结构都是自相似的,并且由分形维数(d(H))描述,随着时间步数的增加,(d(H))缓慢趋近于(d(H)=4/3)的值。然而,对于过程(c),随着(N/\alpha)的分数增加,接近渐近值的时间急剧增加,并且只有在(N/\alpha)足够小的值时才能通过数值观察到。