A 2ND LOOK AT THE METHOD OF RANDOM-WALKS

Authors
Citation
We. Hathhorn, A 2ND LOOK AT THE METHOD OF RANDOM-WALKS, Stochastic hydrology and hydraulics, 10(4), 1996, pp. 319-329
Citations number
25
Categorie Soggetti
Mathematical Method, Physical Science","Water Resources","Environmental Sciences","Statistic & Probability
ISSN journal
09311955
Volume
10
Issue
4
Year of publication
1996
Pages
319 - 329
Database
ISI
SICI code
0931-1955(1996)10:4<319:A2LATM>2.0.ZU;2-K
Abstract
A formal statistical discussion of the origins of the random walk and its relation to the classic advection-dispersion equation is given. At issue is the common use of Gaussian distributed steps in producing th e desired dispersive effects. Shown are alternative solutions to the b asic Langevin equation describing mass displacements based on non-Gaus sian, white increments. In particular, the results reveal that uniform or symmetric-triangular steps can be employed without loss of general ity in accuracy of the solution (over all Peclet numbers) and may yiel d significant savings in the computational generation of the random de viates required in the Monte Carlo procedures of the random walk metho d.