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A system dynamics approach to technology interaction including cyclic behaviour

机译:一种系统动力学方法,包括循环行为,包括循环行为

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This paper is an extension of previous research on the simulation of three competing technologies that interact. Some exploration into cyclic behaviour of a modified version of the three technology system is attempted. 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. Technology growth patterns can be traced in a number of ways. Using bibliometrics as a research data source is one interesting way to trace these 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 modeled 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 effect in one 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. This method has been shown before to be useful especially early on in research projects.
机译:本文是对互动的三种竞争技术仿真研究的延伸。尝试了对三项技术系统的修改版本的循环行为的一些探索。由于创新的结果,在本研究中考虑了技术,该速率依赖过程可能包括由于与环境的互动而包括若干非线性的过程。技术增长模式可以以多种方式追踪。使用Bibliometrics作为研究数据来源是一种非常有效地追踪这些技术增长模式的一个有趣方式。在这项研究中,使用书法测量学说明了两个现实生活技术中的循环行为的存在。在本文中,由三种交互技术组成的技术系统以耦合的方式进行处理和建模,其中差分方程的Lotka-Volterra系统描述了相互作用动态。参数化技术与循环行为之间的相互作用的影响。此外,在本研究中也通过蒙特卡罗多变量仿真技术和系统动力学方法在本研究中解决了其中一个技术中可能的不确定扩散效果。研究方法是探索性和基于案例。此方法已经显示为在研究项目中特别早期有用。

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