Wakano Joe Yuichiro, Aoki Kenichi
Department of Biological Sciences, The University of Tokyo, Hongo 7-3-1, Tokyo, Japan.
Theor Popul Biol. 2006 Dec;70(4):486-97. doi: 10.1016/j.tpb.2006.04.003. Epub 2006 Apr 25.
Based on a population genetic model of mixed strategies determined by alleles of small effect, we derive conditions for the evolution of social learning in an infinite-state environment that changes periodically over time. Each mixed strategy is defined by the probabilities that an organism will commit itself to individual learning, social learning, or innate behavior. We identify the convergent stable strategies (CSS) by a numerical adaptive dynamics method and then check the evolutionary stability (ESS) of these strategies. A strategy that is simultaneously a CSS and an ESS is called an attractive ESS (AESS). For certain parameter sets, a bifurcation diagram shows that the pure individual learning strategy is the unique AESS for short periods of environmental change, a mixed learning strategy is the unique AESS for intermediate periods, and a mixed learning strategy (with a relatively large social learning component) and the pure innate strategy are both AESS's for long periods. This result entails that, once social learning emerges during a transient era of intermediate environmental periodicity, a subsequent elongation of the period may result in the intensification of social learning, rather than a return to innate behavior.
基于由小效应等位基因决定的混合策略的群体遗传模型,我们推导了在随时间周期性变化的无限状态环境中社会学习进化的条件。每个混合策略由生物体致力于个体学习、社会学习或先天行为的概率定义。我们通过数值自适应动力学方法确定收敛稳定策略(CSS),然后检查这些策略的进化稳定性(ESS)。同时是CSS和ESS的策略称为吸引性ESS(AESS)。对于某些参数集,分岔图表明,在环境变化的短时期内,纯个体学习策略是唯一的AESS,在中间时期,混合学习策略是唯一的AESS,而在长时期,混合学习策略(具有相对较大的社会学习成分)和纯先天策略都是AESS。这一结果意味着,一旦在中间环境周期性的过渡时期出现社会学习,随后周期的延长可能导致社会学习的强化,而不是回归先天行为。