论文标题

使用培养皿网的建模和测量传统技术的复杂性

Modelling and measuring complexity of traditional and ancient technologies using Petri nets

论文作者

Fajardo, Sebastian, Kleijn, Jetty, Takes, Frank W., Langejans, Geeske H. J.

论文摘要

考古学家和人类学家使用技术及其生产系统来研究社会技术系统的复杂性。但是,有几个问题阻碍了什么构成复杂性以及我们如何系统地比较生产系统的复杂性。在这项工作中,我们提出了一种新的方法,可以使用培养皿网评估生产系统的行为和结构复杂性。培养皿是众所周知的正式模型,例如生物学和业务过程建模以及软件工程。 Petri网络的使用克服了考古和人类学中当前方法的几个障碍,例如,具有固有非顺序过程的可用方法的固有顺序逻辑的不兼容,以及无法明确地对活动和资源进行明确建模和资源。我们测试了拟议的培养皿净建模方法,该方法是由Nyae的Ju Hoan Maker,来自Ammocharis Coranica和Ozoroa schinzii植物的Namibia制造的两个传统粘合剂生产系统。我们进行了模拟,其中详细评估了这两种粘合剂生产系统的复杂性,并展示了培养皿网络动力学如何揭示不同生产场景的结构和行为复杂性。我们表明,并发可能在粘合技术的生产系统中很普遍,并讨论了过程中位置的变化如何控制生产系统的行为复杂性。本文介绍的方法为将来的系统可视化,分析和比较古代生产系统的方式铺平了道路,这考虑了此类过程的固有复杂,并发,动作以及面向资源的方面。

Technologies and their production systems are used by archaeologists and anthropologists to study complexity of sociotechnical systems. However, there are several issues that hamper agreement about what constitutes complexity and how we can systematically compare the complexity of production systems. In this work, we propose a novel approach to assess the behavioural and structural complexity of production systems using Petri nets. Petri nets are well known formal models commonly used in, for example, biological and business process modelling, as well as software engineering. The use of Petri nets overcomes several obstacles of current approaches in archaeology and anthropology, such as the incompatibility of the intrinsic sequential logic of the available methods with inherently non sequential processes, and the inability to explicitly model activities and resources separately. We test the proposed Petri net modelling approach on two traditional production systems of adhesives made by Ju hoan makers from Nyae, Namibia from Ammocharis coranica and Ozoroa schinzii plants. We run simulations in which we assess the complexity of these two adhesive production systems in detail and show how Petri net dynamics reveal the structural and behavioural complexity of different production scenarios. We show that concurrency may be prevalent in the production system of adhesive technologies and discuss how changes in location during the process may serve to control the behavioural complexity of a production system. The approach presented in this paper paves the way for future systematic visualization, analysis, and comparison of ancient production systems, accounting for the inherent complex, concurrent, and action and resource oriented aspects of such processes.

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