Kang Yun, Theraulaz Guy
Sciences and Mathematics Faculty, College of Letters and Sciences, Arizona State University, Mesa, AZ, 85212, USA.
Centre de Recherches sur la Cognition Animale, Centre de Biologie Intégrative (CBI), Centre National de la Recherche Scientifique (CNRS), Université Paul Sabatier (UPS), 31062, Toulouse Cedex 9, France.
Bull Math Biol. 2016 May;78(5):879-915. doi: 10.1007/s11538-016-0165-1. Epub 2016 Apr 28.
The organizations of insect societies, such as division of labor, task allocation, collective regulation, mass action responses, have been considered as main reasons for the ecological success. In this article, we propose and study a general modeling framework that includes the following three features: (a) the average internal response threshold for each task (the internal factor); (b) social network communications that could lead to task switching (the environmental factor); and (c) dynamical changes of task demands (the external factor). Since workers in many social insect species exhibit age polyethism, we also extend our model to incorporate age polyethism in which worker task preferences change with age. We apply our general modeling framework to the cases of two task groups: the inside colony task versus the outside colony task. Our analytical study of the models provides important insights and predictions on the effects of colony size, social communication, and age-related task preferences on task allocation and division of labor in the adaptive dynamical environment. Our study implies that the smaller size colony invests its resource for the colony growth and allocates more workers in the risky tasks such as foraging while the larger colony shifts more workers to perform the safer tasks inside the colony. Social interactions among different task groups play an important role in shaping task allocation depending on the relative cost and demands of the tasks.
昆虫群体的组织形式,如分工、任务分配、集体调控、群体行动反应等,被认为是其在生态上取得成功的主要原因。在本文中,我们提出并研究了一个通用的建模框架,该框架包括以下三个特征:(a)每个任务的平均内部反应阈值(内部因素);(b)可能导致任务转换的社交网络通信(环境因素);以及(c)任务需求的动态变化(外部因素)。由于许多社会性昆虫物种的工蚁表现出年龄多态性,我们还扩展了模型以纳入年龄多态性,即工蚁的任务偏好随年龄变化。我们将通用建模框架应用于两个任务组的情况:蚁群内部任务与蚁群外部任务。我们对模型的分析研究为蚁群大小、社交通信以及与年龄相关的任务偏好对适应性动态环境中的任务分配和分工的影响提供了重要见解和预测。我们的研究表明,较小规模的蚁群将资源投入到蚁群生长中,并在诸如觅食等风险任务中分配更多工蚁,而较大的蚁群则将更多工蚁转移到蚁群内部执行更安全的任务。不同任务组之间的社会互动在根据任务的相对成本和需求塑造任务分配方面起着重要作用。