Mayer Johanna, Obermüller Michael, Denk Jonas, Frey Erwin
Arnold Sommerfeld Center for Theoretical Physics (ASC) and Center for NanoScience (CeNS), Department of Physics, Ludwig-Maximilians-Universität München, Theresienstrasse 37, D-80333 München, Germany.
Department of Physics, University of California, Berkeley, California 94720, USA.
Phys Rev E. 2021 Oct;104(4-1):044408. doi: 10.1103/PhysRevE.104.044408.
Evolutionary games between species are known to lead to intriguing spatiotemporal patterns in systems of diffusing agents. However, the role of interspecies interactions is hardly studied when agents are (self-)propelled, as is the case in many biological systems. Here, we combine aspects from active matter and evolutionary game theory and study a system of two species whose individuals are (self-)propelled and interact through a snowdrift game. We derive hydrodynamic equations for the density and velocity fields of both species from which we identify parameter regimes in which one or both species form macroscopic orientational order as well as regimes of propagating wave patterns. Interestingly, we find simultaneous wave patterns in both species that result from the interplay between alignment and snowdrift interactions-a feedback mechanism that we call game-induced pattern formation. We test these results in agent-based simulations and confirm the different regimes of order and spatiotemporal patterns as well as game-induced pattern formation.
已知物种间的进化博弈会在扩散主体系统中导致有趣的时空模式。然而,当主体是(自我)推进时,物种间相互作用的作用却很少被研究,许多生物系统就是这种情况。在这里,我们结合活性物质和进化博弈论的各个方面,研究一个由两个物种组成的系统,其个体是(自我)推进的,并通过雪堆博弈相互作用。我们推导了两个物种的密度和速度场的流体动力学方程,从中我们确定了一个或两个物种形成宏观取向有序的参数范围以及传播波模式的范围。有趣的是,我们发现两个物种中同时出现的波模式是由排列和雪堆相互作用之间的相互作用产生的——一种我们称为博弈诱导模式形成的反馈机制。我们在基于主体的模拟中测试了这些结果,并证实了有序和时空模式的不同范围以及博弈诱导模式形成。