Title of article
Modelling nematode movement using time-fractional dynamics
Author/Authors
Hapca، نويسنده , , Simona and Crawford، نويسنده , , John W. and MacMillan، نويسنده , , Keith and Wilson، نويسنده , , Mike J. and Young، نويسنده , , Iain M.، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2007
Pages
13
From page
212
To page
224
Abstract
We use a correlated random walk model in two dimensions to simulate the movement of the slug parasitic nematode Phasmarhabditis hermaphrodita in homogeneous environments. The model incorporates the observed statistical distributions of turning angle and speed derived from time-lapse studies of individual nematode trails. We identify strong temporal correlations between the turning angles and speed that preclude the case of a simple random walk in which successive steps are independent. These correlated random walks are appropriately modelled using an anomalous diffusion model, more precisely using a fractional sub-diffusion model for which the associated stochastic process is characterised by strong memory effects in the probability density function.
Keywords
correlated random walk , Stochastic process with memory , Mean square displacement , Conditional probability
Journal title
Journal of Theoretical Biology
Serial Year
2007
Journal title
Journal of Theoretical Biology
Record number
1538797
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