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Integration of an individual-oriented model into a system dynamics model: An application to a multi-species system

机译:将面向个人的模型集成到系统动力学模型中:在多物种系统中的应用

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Although the system dynamics (SD) modeling approach has been used frequently to model various systems, there is little research on the development of hybrid SD-individual-oriented (IO) modeling. The aim of this study is to demonstrate the use of an array variable for the hybrid SD-IO modeling approach using the SD platform, and to provide a detailed modeling process of an algae-daphnid system consisting of two freshwater algal species and Daphnia. Our study showed that the array variable in the SD approach is useful for modeling multiple individuals and as a function to control the switch and integration variable for the hybrid modeling approach. The proposed method can improve the usability of hybrid modeling by enabling hybrid SD-IO modeling without requiring extensive knowledge of programming. Given the ongoing development and advancement of the SD modeling approach, this modeling technique will be a useful method to study complex systems.
机译:尽管系统动力学(SD)建模方法已被频繁地用于对各种系统进行建模,但是对混合SD-面向个人(IO)建模的开发研究很少。这项研究的目的是演示使用数组变量用于使用SD平台的混合SD-IO建模方法,并提供由两种淡水藻类和水蚤组成的藻类-水蚤系统的详细建模过程。我们的研究表明,SD方法中的数组变量可用于对多个个体进行建模,并且可作为控制混合建模方法的开关和集成变量的功能。所提出的方法可以通过启用混合SD-IO建模而无需广泛的编程知识,从而可以提高混合建模的可用性。鉴于SD建模方法的不断发展和进步,这种建模技术将成为研究复杂系统的有用方法。

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