Abstract:The persistence of virtually every single species depends on both the presence of other species and the heterogeneous environmental conditions. Because in natural settings many of these conditions are unknown, research has been centered on finding the fraction of possible conditions (probability) leading to species coexistence. The focus has been on the coexistence probability of two species in isolation or that of an entire multispecies system. However, it is unclear how a system can affect differently the co… Show more
“…This simplifying assumption is violated by the intrinsic existence of high-order interactions (HOI's), for which there is growing evidence [8][9][10][11][12][13][14][15][16][17][18]. A higher-order interaction occurs when three or more species act together as a subgroup to shape community behaviour [2,[8][9][10][11][12][19][20][21]. In the case of random interactions in ecological communities, the occurrence of HOIs can alter the established relationship between diversity and stability [10], leading to new evolutionary trajectories.…”
Recent work has shown that pairwise interactions may not be sufficient to fully model ecological dynamics in the wild. In this letter, we consider a replicator dynamic that takes both pairwise and triadic interactions into consideration using a rank three tensor. We study this new nonlinear dynamics using a generalised rock-paper-scissors game whose dynamics are well understood in the classic replicator sense. We show that the addition of higher-order dynamics leads to the creation of a subcritical Hopf bifurcation and consequently an unstable limit cycle. It is known that this kind of behaviour cannot occur in the pairwise replicator in any three strategy games, showing the effect higher-order interactions can have on the resulting dynamics of the system. We numerically characterise parameter regimes in which limit cycles exist and discuss possible ways to generalise this approach to studying higher-order interactions.
“…This simplifying assumption is violated by the intrinsic existence of high-order interactions (HOI's), for which there is growing evidence [8][9][10][11][12][13][14][15][16][17][18]. A higher-order interaction occurs when three or more species act together as a subgroup to shape community behaviour [2,[8][9][10][11][12][19][20][21]. In the case of random interactions in ecological communities, the occurrence of HOIs can alter the established relationship between diversity and stability [10], leading to new evolutionary trajectories.…”
Recent work has shown that pairwise interactions may not be sufficient to fully model ecological dynamics in the wild. In this letter, we consider a replicator dynamic that takes both pairwise and triadic interactions into consideration using a rank three tensor. We study this new nonlinear dynamics using a generalised rock-paper-scissors game whose dynamics are well understood in the classic replicator sense. We show that the addition of higher-order dynamics leads to the creation of a subcritical Hopf bifurcation and consequently an unstable limit cycle. It is known that this kind of behaviour cannot occur in the pairwise replicator in any three strategy games, showing the effect higher-order interactions can have on the resulting dynamics of the system. We numerically characterise parameter regimes in which limit cycles exist and discuss possible ways to generalise this approach to studying higher-order interactions.
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