Front dynamics in a two-species competition model driven by Lévy flights.

A number of recent studies suggest that many biological species follow a Lévy random walk in their search for food. Such a strategy has been shown to be more efficient than classical Brownian motion when resources are scarce. However, current diffusion-reaction models used to describe many ecological systems do not account for the superdiffusive spread of populations due to Lévy flights. We have developed a model to simulate the spatial spread of two species competing for the same resources and driven by Lévy flights. The model is based on the Lotka-Volterra equations and has been obtained by replacing the second-order diffusion operator by a fractional-order one. Consistent with previous known results, theoretical developments and numerical simulations show that fractional-order diffusion leads to an exponential acceleration of the population fronts and a power-law decay of the fronts' leading tail. Depending on the skewness of the fractional derivative, we derive catch-up conditions for different types of fronts. Our results indicate that second-order diffusion-reaction models are not well-suited to simulate the spatial spread of biological species that follow a Lévy random walk as they are inclined to underestimate the speed at which these species propagate.

[1]  Bingtuan Li,et al.  Analysis of linear determinacy for spread in cooperative models , 2002, Journal of mathematical biology.

[2]  A. M. Edwards,et al.  Revisiting Lévy flight search patterns of wandering albatrosses, bumblebees and deer , 2007, Nature.

[3]  Vijay P. Singh,et al.  A fractional dispersion model for overland solute transport , 2006 .

[4]  Bingtuan Li,et al.  Spreading speed and linear determinacy for two-species competition models , 2002, Journal of mathematical biology.

[5]  Nicolas E. Humphries,et al.  Scaling laws of marine predator search behaviour , 2008, Nature.

[6]  A. M. Edwards,et al.  Overturning conclusions of Lévy flight movement patterns by fishing boats and foraging animals. , 2011, Ecology.

[7]  Pawel Bujnowski,et al.  Aspiration and Cooperation in Multiperson Prisoner's Dilemma , 2009 .

[8]  Nicolas E. Humphries,et al.  Environmental context explains Lévy and Brownian movement patterns of marine predators , 2010, Nature.

[9]  H. Eugene Stanley,et al.  The Physics of Foraging: Lévy flight foraging , 2011 .

[10]  Emmanuel Hanert,et al.  A comparison of three Eulerian numerical methods for fractional-order transport models , 2010 .

[11]  M. Kavvas,et al.  Generalized Fick's Law and Fractional ADE for Pollution Transport in a River: Detailed Derivation , 2006 .

[12]  James D. Murray Mathematical Biology: I. An Introduction , 2007 .

[13]  D. Brockmann,et al.  Human Mobility and Spatial Disease Dynamics , 2010 .

[14]  Sophie Bertrand,et al.  Lévy trajectories of Peruvian purse-seiners as an indicator of the spatial distribution of anchovy ( Engraulis ringens ) , 2005 .

[15]  J. Klafter,et al.  The restaurant at the end of the random walk: recent developments in the description of anomalous transport by fractional dynamics , 2004 .

[16]  A. Ōkubo,et al.  On the spatial spread of the grey squirrel in Britain , 1989, Proceedings of the Royal Society of London. B. Biological Sciences.

[17]  J Umbanhowar,et al.  Non-local concepts and models in biology. , 2001, Journal of theoretical biology.

[18]  Vickie E. Lynch,et al.  Fractional diffusion in plasma turbulence , 2004 .

[19]  A. Reynolds,et al.  Free-Flight Odor Tracking in Drosophila Is Consistent with an Optimal Intermittent Scale-Free Search , 2007, PloS one.

[20]  R. Haydock,et al.  Vector continued fractions using a generalized inverse , 2003, math-ph/0310041.

[21]  P. Driessche,et al.  Dispersal data and the spread of invading organisms. , 1996 .

[22]  A. M. Edwards,et al.  Assessing Lévy walks as models of animal foraging , 2011, Journal of The Royal Society Interface.

[23]  Mihály Kovács,et al.  Fractional Reproduction-Dispersal Equations and Heavy Tail Dispersal Kernels , 2007, Bulletin of mathematical biology.

[24]  William Feller,et al.  An Introduction to Probability Theory and Its Applications , 1951 .

[25]  D. del-Castillo-Negrete,et al.  Truncation effects in superdiffusive front propagation with Lévy flights. , 2009, Physical review. E, Statistical, nonlinear, and soft matter physics.

[26]  Bernard J. Matkowsky,et al.  Turing Pattern Formation in the Brusselator Model with Superdiffusion , 2008, SIAM J. Appl. Math..

[27]  Stanley,et al.  Stochastic process with ultraslow convergence to a Gaussian: The truncated Lévy flight. , 1994, Physical review letters.

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

[29]  K. B. Oldham,et al.  The Fractional Calculus: Theory and Applications of Differentiation and Integration to Arbitrary Order , 1974 .

[30]  V E Lynch,et al.  Nondiffusive transport in plasma turbulence: a fractional diffusion approach. , 2005, Physical review letters.

[31]  Y. Hosono,et al.  The minimal speed of traveling fronts for a diffusive Lotka-Volterra competition model , 1998 .

[32]  Norman L Carreck,et al.  Honeybees perform optimal scale-free searching flights when attempting to locate a food source , 2007, Journal of Experimental Biology.

[33]  W. Saarloos Front propagation into unstable states , 2003, cond-mat/0308540.

[34]  P. Levy Théorie de l'addition des variables aléatoires , 1955 .

[35]  W. Saarloos,et al.  Front propagation into unstable states : universal algebraic convergence towards uniformly translating pulled fronts , 2000, cond-mat/0003181.

[36]  I. Kevrekidis,et al.  Multiscale analysis of collective motion and decision-making in swarms: An advection-diffusion equation with memory approach , 2012, 1202.6027.

[37]  Y. Pachepsky,et al.  Generalized Richards' equation to simulate water transport in unsaturated soils , 2003 .

[38]  D. Macdonald,et al.  Scale‐free dynamics in the movement patterns of jackals , 2002 .

[39]  S. Levin,et al.  Diffusion and Ecological Problems: Modern Perspectives , 2013 .

[40]  Á. Cartea,et al.  Fluid limit of the continuous-time random walk with general Lévy jump distribution functions. , 2007, Physical review. E, Statistical, nonlinear, and soft matter physics.

[41]  E. Hanert On the numerical solution of space–time fractional diffusion models , 2011 .

[42]  V. Volpert,et al.  Reaction-diffusion waves in biology. , 2009, Physics of life reviews.

[43]  N. Shigesada,et al.  Biological Invasions: Theory and Practice , 1997 .

[44]  Eric Deleersnijder,et al.  Front dynamics in fractional-order epidemic models. , 2011, Journal of theoretical biology.

[45]  Bingtuan Li,et al.  Anomalous spreading speeds of cooperative recursion systems , 2007, Journal of mathematical biology.

[46]  R. Menzel,et al.  Displaced honey bees perform optimal scale-free search flights. , 2007, Ecology.

[47]  S Das,et al.  A mathematical model on fractional Lotka-Volterra equations. , 2011, Journal of theoretical biology.

[48]  J. Klafter,et al.  The random walk's guide to anomalous diffusion: a fractional dynamics approach , 2000 .

[49]  V. V. Gafiychuk,et al.  Pattern formation in a fractional reaction diffusion system , 2006 .

[50]  B. Gnedenko,et al.  Limit Distributions for Sums of Independent Random Variables , 1955 .

[51]  G. Viswanathan,et al.  Lévy flights and superdiffusion in the context of biological encounters and random searches , 2008 .

[52]  R. Gorenflo,et al.  Fractional calculus and continuous-time finance , 2000, cond-mat/0001120.

[53]  V E Lynch,et al.  Front dynamics in reaction-diffusion systems with Levy flights: a fractional diffusion approach. , 2002, Physical review letters.

[54]  Germinal Cocho,et al.  Scale-free foraging by primates emerges from their interaction with a complex environment , 2006, Proceedings of the Royal Society B: Biological Sciences.

[55]  J. Medlock,et al.  Spreading disease: integro-differential equations old and new. , 2003, Mathematical biosciences.

[56]  Yangquan Chen,et al.  Matrix approach to discrete fractional calculus II: Partial fractional differential equations , 2008, J. Comput. Phys..

[57]  Álvaro Cartea,et al.  Fractional Diffusion Models of Option Prices in Markets With Jumps , 2006 .

[58]  I. Podlubny Fractional differential equations , 1998 .

[59]  A. Chaves,et al.  A fractional diffusion equation to describe Lévy flights , 1998 .