Role of depletion on the dynamics of a diffusing forager

We study the dynamics of a starving random walk in general spatial dimension $d$. This model represents an idealized description for the fate of an unaware forager whose motion is not affected by the presence or absence of resources. The forager depletes its environment by consuming resources and dies if it wanders too long without finding food. In the exactly-solvable case of one dimension, we explicitly derive the average lifetime of the walk and the distribution for the number of distinct sites visited by the walk at the instant of starvation. We also give a heuristic derivation for the averages of these two quantities. We tackle the complex but ecologically-relevant case of two dimensions by an approximation in which the depleted zone is assumed to always be circular and which grows incrementally each time the walk reaches the edge of this zone. Within this framework, we derive a lower bound for the scaling of the average lifetime and number of distinct sites visited at starvation. We also determine the asymptotic distribution of the number of distinct sites visited at starvation. Finally, we solve the case of high spatial dimensions within a mean-field approach.

[1]  W. J. Bell Searching Behaviour , 1990, Chapman and Hall Animal Behaviour Series.

[2]  Los Alamos National Laboratory,et al.  Excited Random Walk in One Dimension , 2004 .

[3]  A survey of random processes with reinforcement , 2007, math/0610076.

[4]  G. Weiss,et al.  Model for photon migration in turbid biological media. , 1987, Journal of the Optical Society of America. A, Optics and image science.

[5]  Multi-excited random walks on integers , 2004, math/0403060.

[6]  E. Charnov Optimal foraging, the marginal value theorem. , 1976, Theoretical population biology.

[7]  D. Kramer,et al.  The Behavioral Ecology of Intermittent Locomotion1 , 2001 .

[8]  Diffusion-Limited Reactions and Mortal Random Walkers in Confined Geometries , 2008, 0811.3901.

[9]  David W. Stephens,et al.  Saltatory search: a theoretical analysis , 1997 .

[10]  Feller William,et al.  An Introduction To Probability Theory And Its Applications , 1950 .

[11]  Brownian motion and random walk perturbed at extrema , 1999 .

[12]  S Redner,et al.  Depletion-controlled starvation of a diffusing forager. , 2014, Physical review letters.

[13]  M. Perman,et al.  Perturbed Brownian motions , 1997 .

[14]  Excited Random Walk , 2003, math/0302271.

[15]  P. A. Prince,et al.  Lévy flight search patterns of wandering albatrosses , 1996, Nature.

[16]  S. Redner,et al.  Universality classes of foraging with resource renewal. , 2015, Physical review. E.

[17]  Sidney Redner,et al.  A guide to first-passage processes , 2001 .

[18]  H. Stanley,et al.  Optimizing the success of random searches , 1999, Nature.

[19]  Omer Angel,et al.  Random Walks that Avoid Their Past Convex Hull , 2002 .

[20]  S. Redner A guide to first-passage processes , 2001 .

[21]  M. Levandowsky,et al.  Swimming behavior and chemosensory responses in the protistan microzooplankton as a function of the hydrodynamic regime , 1988 .

[22]  G. Weiss Aspects and Applications of the Random Walk , 1994 .

[23]  S. B. Yuste,et al.  Evanescent continuous-time random walks. , 2013, Physical review. E, Statistical, nonlinear, and soft matter physics.

[24]  S. B. Yuste,et al.  Exploration and trapping of mortal random walkers. , 2013, Physical review letters.

[25]  P. Knoppien,et al.  Predators with two modes of searching: A mathematical model* , 1985 .