Bifurcations, and Temporal and Spatial Patterns of a Modified Lotka-volterra Model

Bazykin proposed a Lotka–Volterra-type ecological model that accounts for simplified territoriality, which neither depends on territory size nor on food availability. In this study, we describe the global dynamics of the Bazykin model using analytical and numerical methods. We specifically focus on the effects of mutual predator interference and the prey carrying capacity since the variability of each could have especially dramatic ecological repercussions. The model displays a broad array of complex dynamics in space and time; for instance, we find the coexistence of a limit cycle and a steady state, and bistability of steady states. We also characterize super- and subcritical Poincare–Andronov–Hopf bifurcations and a Bogdanov–Takens bifurcation. To illustrate the system's ability to naturally shift from stable to unstable dynamics, we construct bursting solutions, which depend on the slow dynamics of the carrying capacity. We also consider the stabilizing effect of the intraspecies interaction parameter, without which the system only shows either a stable steady state or oscillatory solutions with large amplitudes. We argue that this large amplitude behavior is the source of chaotic behavior reported in systems that use the MacArthur–Rosenzweig model to describe food-chain dynamics. Finally, we find the sufficient conditions in parameter space for Turing patterns and obtain the so-called "back-eye" pattern and localized structures.

[1]  R. Bertram,et al.  Topological and phenomenological classification of bursting oscillations , 1995 .

[2]  R. Lefever,et al.  Localized structures and localized patterns in optical bistability. , 1994, Physical review letters.

[3]  H. Caswell,et al.  Transient dynamics and pattern formation: reactivity is necessary for Turing instabilities. , 2002, Mathematical biosciences.

[4]  Ahlers,et al.  Localized traveling-wave states in binary-fluid convection. , 1990, Physical review letters.

[5]  A. Hastings,et al.  Chaos in a Three-Species Food Chain , 1991 .

[6]  Irving R Epstein,et al.  Stationary and oscillatory localized patterns, and subcritical bifurcations. , 2004, Physical review letters.

[7]  R. Macarthur,et al.  Graphical Representation and Stability Conditions of Predator-Prey Interactions , 1963, The American Naturalist.

[8]  Boris Hasselblatt,et al.  Handbook of Dynamical Systems , 2010 .

[9]  A. J. Lotka Contribution to the Theory of Periodic Reactions , 1909 .

[10]  Kenneth L. Denman,et al.  Diffusion and Ecological Problems: Modern Perspectives.Second Edition. Interdisciplinary Applied Mathematics, Volume 14.ByAkira Okuboand, Simon A Levin.New York: Springer.$64.95. xx + 467 p; ill.; author and subject indexes. ISBN: 0–387–98676–6. 2001. , 2003 .

[11]  Hal Caswell,et al.  Reactivity and transient dynamics of predator–prey and food web models , 2004 .

[12]  Guy Dewel,et al.  Turing Bifurcations and Pattern Selection , 1995 .

[13]  A. J. Lotka Analytical Note on Certain Rhythmic Relations in Organic Systems , 1920, Proceedings of the National Academy of Sciences.

[14]  Milos Dolnik,et al.  Spatial resonances and superposition patterns in a reaction-diffusion model with interacting Turing modes. , 2002, Physical review letters.

[15]  Jensen,et al.  Localized structures and front propagation in the Lengyel-Epstein model. , 1994, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[16]  Edward A. Mcgehee,et al.  Turing patterns in a modified Lotka–Volterra model , 2005 .

[17]  C. S. Holling,et al.  The functional response of predators to prey density and its role in mimicry and population regulation. , 1965 .

[18]  Swinney,et al.  Pattern formation in the presence of symmetries. , 1994, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[19]  A. B. Peet,et al.  Complex dynamics in a three-level trophic system with intraspecies interaction. , 2005, Journal of theoretical biology.

[20]  Ole Jensen,et al.  Subcritical transitions to Turing structures , 1993 .

[21]  Y. Kuznetsov Elements of Applied Bifurcation Theory , 2023, Applied Mathematical Sciences.

[22]  Mark Kot Elements of Mathematical Ecology: Preface , 2001 .

[23]  Yoshiki Kuramoto,et al.  Chemical Oscillations, Waves, and Turbulence , 1984, Springer Series in Synergetics.

[24]  A. J. Lotka UNDAMPED OSCILLATIONS DERIVED FROM THE LAW OF MASS ACTION. , 1920 .

[25]  V. Volterra Fluctuations in the Abundance of a Species considered Mathematically , 1926, Nature.

[26]  Roland A. Sweet,et al.  Algorithm 541: Efficient Fortran Subprograms for the Solution of Separable Elliptic Partial Differential Equations [D3] , 1979, TOMS.

[27]  Mark Kot,et al.  Elements of Mathematical Ecology , 2001 .

[28]  E. A. Spiegel,et al.  Amplitude Equations for Systems with Competing Instabilities , 1983 .

[29]  P. Swarztrauber,et al.  Efficient Fortran subprograms for the solution of separable elliptic partial differential equations , 1979 .

[30]  M. Menzinger,et al.  Self-organization induced by the differential flow of activator and inhibitor. , 1993, Physical review letters.

[31]  Germany,et al.  Patterns and localized structures in bistable semiconductor resonators , 2000, nlin/0001055.

[32]  Bard Ermentrout,et al.  Simulating, analyzing, and animating dynamical systems - a guide to XPPAUT for researchers and students , 2002, Software, environments, tools.

[33]  Belinda Barnes,et al.  Plant-herbivore models, where more grass means fewer grazers , 2005, Bulletin of mathematical biology.

[34]  James P. Keener,et al.  Mathematical physiology , 1998 .

[35]  William H. Press,et al.  Numerical Recipes in FORTRAN - The Art of Scientific Computing, 2nd Edition , 1987 .

[36]  Peter Turchin,et al.  Complex Population Dynamics , 2003 .