Transient dynamics in a nonequilibrium superdiffusive reaction-diffusion process: Nonequilibrium random search as a case study.

Transient regimes, often difficult to characterize, can be fundamental in establishing final steady states features of reaction-diffusion phenomena. This is particularly true in ecological problems. Here, through both numerical simulations and an analytic approximation, we analyze the transient of a nonequilibrium superdiffusive random search when the targets are created at a certain rate and annihilated upon encounters (a key dynamics, e.g., in biological foraging). The steady state is achieved when the number of targets stabilizes to a constant value. Our results unveil how key features of the steady state are closely associated to the particularities of the initial evolution. The searching efficiency variation in time is also obtained. It presents a rather surprising universal behavior at the asymptotic limit. These analyses shed some light into the general relevance of transients in reaction-diffusion systems.

[1]  D'arcy W. Thompson,et al.  On Growth and Form , 1917, Nature.

[2]  H. S. Isbin,et al.  Transient behavior of single-phase natural-circulation loop systems , 1955 .

[3]  S. A. Marshall Introduction to control theory , 1978 .

[4]  D. DeAngelis,et al.  Equilibrium and Nonequilibrium Concepts in Ecological Models , 1987 .

[5]  R. Brigham,et al.  Constraints on optimal foraging: a field test of prey discrimination by echolocating insectivorous hats , 1994, Animal Behaviour.

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

[7]  E. Schöll,et al.  Transient Spatio-Temporal Chaos in a Reaction-Diffusion Model , 1995 .

[8]  Shlesinger,et al.  Breakdown of Ovchinnikov-Zeldovich Segregation in the A+B-->0 Reaction under Lévy Mixing. , 1996, Physical review letters.

[9]  H. Mooney,et al.  Human Domination of Earth’s Ecosystems , 1997, Renewable Energy.

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

[11]  SUPERDIFFUSION AND OUT-OF-EQUILIBRIUM CHAOTIC DYNAMICS WITH MANY DEGREES OF FREEDOMS , 1999, cond-mat/9904389.

[12]  문정진 § 19 , 2000 .

[13]  Marcos C. Santos,et al.  Dynamical robustness of Lévy search strategies. , 2003, Physical review letters.

[14]  G. Viswanathan,et al.  Optimal random searches of revisitable targets: Crossover from superdiffusive to ballistic random walks , 2004 .

[15]  D. Brockmann,et al.  Front Propagation in Reaction-Superdiffusion Dynamics: Taming Levy Flights with Fluctuations , 2004, cond-mat/0401322.

[16]  A. Hastings Transients: the key to long-term ecological understanding? , 2004, Trends in ecology & evolution.

[17]  G. Viswanathan,et al.  Necessary criterion for distinguishing true superdiffusion from correlated random walk processes. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.

[18]  A. Mochizuki,et al.  Transient and steady state of mass-conserved reaction-diffusion systems. , 2006, Physical review. E, Statistical, nonlinear, and soft matter physics.

[19]  F. Chapin,et al.  Interactions and Linkages among Ecosystems during Landscape Evolution , 2007 .

[20]  L. R. da Silva,et al.  Search dynamics at the edge of extinction: Anomalous diffusion as a critical survival state , 2007 .

[21]  S. Levin,et al.  Superdiffusion and encounter rates in diluted, low dimensional worlds , 2008 .

[22]  G. Viswanathan,et al.  The influence of turning angles on the success of non-oriented animal searches. , 2008, Journal of theoretical biology.

[23]  Geoffrey A. Hollinger,et al.  Efficient Multi-robot Search for a Moving Target , 2009, Int. J. Robotics Res..

[24]  H. Levine,et al.  Transient localized patterns in noise-driven reaction-diffusion systems. , 2010, Physical review letters.

[25]  H. Stanley,et al.  The Physics of Foraging: Frontmatter , 2011 .

[26]  M. Kim,et al.  A Study on the Steady-State and Transient Behavior of Natural Circulation in REX-10 , 2012 .

[27]  G. Viswanathan,et al.  The universality class of random searches in critically scarce environments , 2012 .

[28]  G. Viswanathan,et al.  Conditions under which a superdiffusive random-search strategy is necessary. , 2012, Physical review. E, Statistical, nonlinear, and soft matter physics.

[29]  B. Blasius,et al.  Complex Transient Dynamics of Stage-Structured Populations in Response to Environmental Changes , 2013, The American Naturalist.

[30]  G. Zaslavsky,et al.  Lévy Flights and Related Topics in Physics , 2013 .

[31]  A. Tsonis,et al.  Transient behavior in the Lorenz model , 2014 .

[32]  Daniel Campos,et al.  Stochastic Foundations in Movement Ecology , 2014 .

[33]  D. Krapf,et al.  Superdiffusive motion of membrane-targeting C2 domains , 2015, Scientific Reports.

[34]  F. Holtmeier Animals' Influence on the Landscape and Ecological Importance: Natives, Newcomers, Homecomers , 2015 .

[35]  Irad Ben-Gal,et al.  Search and Foraging: Individual Motion and Swarm Dynamics , 2015 .

[36]  G M Viswanathan,et al.  Robustness of optimal random searches in fragmented environments. , 2015, Physical review. E, Statistical, nonlinear, and soft matter physics.

[37]  Jim W Hall,et al.  A transient stochastic weather generator incorporating climate model uncertainty , 2015 .

[38]  M. E. Wosniack,et al.  Efficient search of multiple types of targets. , 2015, Physical review. E, Statistical, nonlinear, and soft matter physics.

[39]  C. E. Fiore,et al.  Generic finite size scaling for discontinuous nonequilibrium phase transitions into absorbing states. , 2015, Physical review. E, Statistical, nonlinear, and soft matter physics.

[40]  Phillip P. A. Staniczenko,et al.  Bounds on Transient Instability for Complex Ecosystems , 2015, PloS one.

[41]  Nikola Sandrić On transience of Lévy-type processes , 2016, 1604.03666.

[42]  P. Hänggi,et al.  Transient anomalous diffusion in periodic systems: ergodicity, symmetry breaking and velocity relaxation , 2016, Scientific Reports.

[43]  K. Webster,et al.  Timing of transients: quantifying reaching times and transient behavior in complex systems , 2016, 1611.07565.

[44]  J. Grela What drives transient behavior in complex systems? , 2017, Physical review. E.

[45]  Ying-Cheng Lai,et al.  Transient phenomena in ecology , 2018, Science.

[46]  Jiping Huang,et al.  A transient regime for transforming thermal convection: Cloaking, concentrating, and rotating creeping flow and heat flux , 2018, Journal of Applied Physics.

[47]  Adv , 2019, International Journal of Pediatrics and Adolescent Medicine.

[48]  R. Kawai,et al.  Analytic model for transient anomalous diffusion with highly persistent correlations. , 2019, Physical review. E.

[49]  Maureen C. Kennedy,et al.  Scaling and Complexity in Landscape Ecology , 2019, Front. Ecol. Evol..

[50]  Karen C. Abbott,et al.  Long transients in ecology: Theory and applications. , 2019, Physics of life reviews.

[51]  runden Tisch,et al.  AM , 2020, Catalysis from A to Z.

[52]  Dashi I. Singham,et al.  A particle filter approach to estimating target location using Brownian bridges , 2020, J. Oper. Res. Soc..

[53]  Tsuyoshi Murata,et al.  {m , 1934, ACML.

[54]  Front , 2020, 2020 Fourth World Conference on Smart Trends in Systems, Security and Sustainability (WorldS4).

[55]  L. Gitelman Not , 2020, Further Reading.

[56]  Yaliang Li,et al.  SCI , 2021, Proceedings of the 30th ACM International Conference on Information & Knowledge Management.