Spatiotemporal stability of periodic travelling waves in a heteroclinic-cycle model

We study a rock–paper–scissors model for competing populations that exhibits travelling waves in one spatial dimension and spiral waves in two spatial dimensions. A characteristic feature of the model is the presence of a robust heteroclinic cycle that involves three saddle equilibria. The model also has travelling fronts that are heteroclinic connections between two equilibria in a moving frame of reference, but these fronts are unstable. However, we find that large-wavelength travelling waves can be stable in spite of being made up of three of these unstable travelling fronts. In this paper, we focus on determining the essential spectrum (and hence, stability) of large-wavelength travelling waves in a cyclic competition model with one spatial dimension. We compute the curve of transition from stability to instability with the continuation scheme developed by Rademacher et al (2007 Physica D 229 166–83). We build on this scheme and develop a method for computing what we call belts of instability, which are indicators of the growth rate of unstable travelling waves. Our results from the stability analysis are verified by direct simulation for travelling waves as well as associated spiral waves. We also show how the computed growth rates accurately quantify the instabilities of the travelling waves.

[1]  C. Postlethwaite,et al.  Spirals and heteroclinic cycles in a spatially extended Rock-Paper-Scissors model of cyclic dominance , 2016 .

[2]  G. Bordyugov,et al.  Continuation of spiral waves , 2007 .

[3]  Mauro Mobilia,et al.  Characterization of spiraling patterns in spatial rock-paper-scissors games. , 2014, Physical review. E, Statistical, nonlinear, and soft matter physics.

[4]  Maarten B. Eppinga,et al.  Beyond Turing: The response of patterned ecosystems to environmental change , 2014 .

[5]  T. Reichenbach,et al.  Mobility promotes and jeopardizes biodiversity in rock–paper–scissors games , 2007, Nature.

[6]  Mauro Mobilia,et al.  When does cyclic dominance lead to stable spiral waves? , 2012, 1210.8376.

[7]  L. Buss,et al.  Alleopathy and spatial competition among coral reef invertebrates. , 1975, Proceedings of the National Academy of Sciences of the United States of America.

[8]  S. Cox,et al.  Exponential Time Differencing for Stiff Systems , 2002 .

[9]  F. Busse On the Stability of Two-Dimensional Convection in a Layer Heated from Below , 1967 .

[10]  B. Sinervo,et al.  The rock–paper–scissors game and the evolution of alternative male strategies , 1996, Nature.

[11]  Markus Bär,et al.  Bifurcation and stability analysis of rotating chemical spirals in circular domains: boundary-induced meandering and stabilization. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.

[12]  M. Andrew Studies in non-linear stability theory , 1966 .

[13]  Jeff Moehlis,et al.  Continuation-based Computation of Global Isochrons , 2010, SIAM J. Appl. Dyn. Syst..

[14]  Barry Sinervo,et al.  Testosterone, Endurance, and Darwinian Fitness: Natural and Sexual Selection on the Physiological Bases of Alternative Male Behaviors in Side-Blotched Lizards , 2000, Hormones and Behavior.

[15]  Stability of neuronal pulses composed of concatenated unstable kinks. , 2000, Physical review. E, Statistical, nonlinear, and soft matter physics.

[16]  Scheel,et al.  Absolute versus convective instability of spiral waves , 2000, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[17]  A. Doelman,et al.  Striped pattern selection by advective reaction-diffusion systems: resilience of banded vegetation on slopes. , 2015, Chaos.

[18]  Björn Sandstede,et al.  Computing absolute and essential spectra using continuation , 2007 .

[19]  Bernd Krauskopf,et al.  A Lin's method approach to finding and continuing heteroclinic connections involving periodic orbits , 2008 .

[20]  C. Postlethwaite,et al.  A trio of heteroclinic bifurcations arising from a model of spatially-extended Rock–Paper–Scissors , 2019, Nonlinearity.

[21]  Jonathan A. Sherratt,et al.  Numerical continuation of boundaries in parameter space between stable and unstable periodic travelling wave (wavetrain) solutions of partial differential equations , 2013, Adv. Comput. Math..

[22]  Margaret A. Riley,et al.  Antibiotic-mediated antagonism leads to a bacterial game of rock–paper–scissors in vivo , 2004, Nature.

[23]  Shunsaku Nii,et al.  The accumulation of eigenvalues in a stability problem , 2000 .

[24]  Attila Szolnoki,et al.  Cyclic dominance in evolutionary games: a review , 2014, Journal of The Royal Society Interface.

[25]  Hinke M. Osinga,et al.  Numerical continuation of spiral waves in heteroclinic networks of cyclic dominance , 2021, IMA Journal of Applied Mathematics.

[26]  Bjorn Sandstede,et al.  Determining the Source of Period-Doubling Instabilities in Spiral Waves , 2019, SIAM J. Appl. Dyn. Syst..

[27]  Björn Sandstede,et al.  Gluing unstable fronts and backs together can produce stable pulses , 2000 .

[28]  Toshiyuki Ogawa,et al.  Stability of periodic traveling waves in the Aliev-Panfilov reaction-diffusion system , 2016, Commun. Nonlinear Sci. Numer. Simul..

[29]  M. Feldman,et al.  Local dispersal promotes biodiversity in a real-life game of rock–paper–scissors , 2002, Nature.

[30]  R. May,et al.  Nonlinear Aspects of Competition Between Three Species , 1975 .

[31]  Barkley,et al.  Linear stability analysis of rotating spiral waves in excitable media. , 1992, Physical review letters.

[32]  Erwin Frey Evolutionary game theory: Theoretical concepts and applications to microbial communities , 2010 .