Department of Biology, Stanford University, Stanford, CA 94305, USA.
Department of Biology, Stanford University, Stanford, CA 94305, USA.
J Theor Biol. 2023 Apr 7;562:111429. doi: 10.1016/j.jtbi.2023.111429. Epub 2023 Feb 4.
Conformist and anti-conformist cultural transmission have been studied both empirically, in several species, and theoretically, with population genetic models. Building upon standard, infinite-population models (IPMs) of conformity, we introduce finite-population models (FPMs) and study them via simulation and a diffusion approximation. In previous IPMs of conformity, offspring observe the variants of n adult role models, where n is often three. Numerical simulations show that while the short-term behavior of the FPM with n=3 role models is well approximated by the IPM, stable polymorphic equilibria of the IPM become effective equilibria of the FPM at which the variation persists prior to fixation or loss, and which produce plateaus in curves for fixation probabilities and expected times to absorption. In the FPM with n=5 role models, the population may switch between two effective equilibria, which is not possible in the IPM, or may cycle between frequencies that are not effective equilibria, which is possible in the IPM. In all observed cases of 'equilibrium switching' and 'cycling' in the FPM, model parameters exceed O(1/N), required for the diffusion approximation, resulting in an over-estimation of the actual times to absorption. However, in those cases with n=5 role models that have one effective equilibrium and stable fixation states, even if conformity coefficients exceed O(1/N), the diffusion approximation matches closely the numerical simulations of the FPM. This suggests that the robustness of the diffusion approximation depends not only on the magnitudes of coefficients, but also on the qualitative behavior of the conformity model.
遵从和反遵从的文化传递已经在多个物种中通过实证研究和群体遗传模型的理论研究进行了研究。在遵从的标准无限种群模型(IPM)的基础上,我们引入了有限种群模型(FPM),并通过模拟和扩散逼近对其进行了研究。在之前的遵从性 IPM 中,后代观察 n 个成年角色模型的变体,其中 n 通常为 3。数值模拟表明,尽管具有 3 个角色模型的 FPM 的短期行为可以很好地由 IPM 近似,但 IPM 的稳定多态平衡会成为 FPM 的有效平衡,在这种平衡中,变异会在固定或丢失之前持续存在,并在固定概率和吸收预期时间的曲线中产生高原。在具有 5 个角色模型的 FPM 中,种群可能在两个有效平衡之间切换,而这在 IPM 中是不可能的,或者可能在不是有效平衡的频率之间循环,而这在 IPM 中是可能的。在 FPM 中观察到的所有“平衡切换”和“循环”的情况下,模型参数超过 O(1/N),这是扩散逼近所必需的,从而导致吸收实际时间的高估。然而,在具有 5 个角色模型且只有一个有效平衡和稳定固定状态的情况下,即使遵从系数超过 O(1/N),扩散逼近也能很好地匹配 FPM 的数值模拟。这表明扩散逼近的稳健性不仅取决于系数的大小,还取决于遵从模型的定性行为。