Computational modelling in sport: a hybrid simulation of the runner as a complex adaptive system

IF 1.4 Q4 ERGONOMICS
E. Vermeulen, S. Grobbelaar, A. Botha, K. Nolte
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引用次数: 0

Abstract

Abstract Running-related injuries, specifically overuse injuries, are complex and multifaceted. A different way of thinking is required to fully comprehend why, and how, these injuries occur. The systems thinking perspective offers tools and techniques to capture system-wide interactions in causal, closed-loop structures which may be studied and quantified in a practical way. The value of systems thinking in sport may only realise when pragmatic models follow descriptive, qualitative models. This article instantiates a qualitative, systems thinking perspective of the runner as a complex adaptive system with a hybrid simulation model. The approach is substantiated with principles from physics and physiology and is partially driven by data from a running watch. Results demonstrate that the scientific, reductionist method may be augmented with dynamic, closed-loop thinking and simulation modelling.
运动中的计算模型:作为复杂适应系统的跑步者的混合模拟
摘要与跑步有关的损伤,特别是过度使用损伤,是复杂而多方面的。需要一种不同的思维方式来完全理解为什么以及如何发生这些伤害。系统思维视角提供了捕捉因果闭环结构中全系统相互作用的工具和技术,可以用实际的方式进行研究和量化。只有当语用模型遵循描述性、定性模型时,系统思维在体育运动中的价值才能实现。本文将跑步者作为一个具有混合仿真模型的复杂自适应系统,从定性、系统思维的角度进行了实例化。该方法以物理学和生理学原理为基础,部分由跑步手表的数据驱动。结果表明,科学的还原论方法可以通过动态、闭环思维和模拟建模来增强。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.10
自引率
6.20%
发文量
38
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