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A system dynamics approach to technology interaction: From asymptotic to cyclic behaviour

机译:技术互动的系统动力学方法:从渐近行为到循环行为

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This paper is an extension and elaboration of previous research on the simulation of three competing technologies that interact. A modified version of the three-technology system is investigated, and some initial system dynamics results are reported illustrating the progression from asymptotic to cyclic behaviour. Technology is considered in this research as a result of innovation, a rate-dependent process that may include several non-linearities due to interaction with the environment and social context Using bibliometrics as a research data source is an interesting way to trace technology growth patterns very effectively. In this research, the existence of cyclic behaviour in two real life technologies is illustrated using bibliometrics. In this paper, a technology system consisting of three interacting technologies is treated And modelled in a coupled manner where the interacting dynamics is described by the Lotka-Volterra system of differential equations. The effect of interaction between the technologies and the period of cyclic behaviour is illustrated parametrically. Furthermore, the possible uncertain diffusion as well as interaction effect for two of the technologies is also addressed in this research using a Monte Carlo multivariate simulation technique and a system dynamics approach. The research method is exploratory and case based. (C) 2014 Elsevier Inc. All rights reserved.
机译:本文是对先前对三种相互竞争的竞争技术进行仿真研究的扩展和阐述。研究了三技术系统的修改版本,并报告了一些初始系统动力学结果,这些结果说明了从渐近行为到循环行为的进展。在这项研究中,技术被认为是创新的结果,它是一种与速率相关的过程,由于与环境和社会环境的相互作用而可能包含多个非线性。使用文献计量学作为研究数据源是一种非常有趣的跟踪技术增长方式的方式有效。在这项研究中,使用文献计量学说明了两种现实生活技术中循环行为的存在。在本文中,以耦合方式处理和建模由三种相互作用的技术组成的技术系统,其中相互作用动力学由微分方程的Lotka-Volterra系统描述。用参数说明了技术之间的交互作用和周期性行为的周期。此外,在这项研究中,还使用蒙特卡罗多元模拟技术和系统动力学方法解决了这两种技术可能产生的不确定扩散以及相互作用效应。该研究方法是探索性的和基于案例的。 (C)2014 Elsevier Inc.保留所有权利。

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