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Applying Agent-Based Modeling to Integrate Bounded Rationality in Organizational Management Research

机译:基于代理的模型在组织管理研究中整合有限理性

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Simulation models to analyze the dynamics of organizations have lately become more widely-used in organizational science. In contrast to traditional research, which is typically based on more stable and predictable characteristics, these computational models are better able to take into consideration the dynamics and complex interrelationships of today's organizations.Addressing the methodological question of how to model organizations, we give an overview on different computational approaches such as Discrete Event Simulation, System Dynamics and Agent-Based models to map these complex interactions between organizations and their environments. Utilizing a variety of criteria, we discuss the use and value of different simulation approaches in organizational theory and present both their advantages and shortcomings.In particular, while focusing on the information processing view of organizations, we explain the concept of bounded rationality and its implementation in simulation approaches. In this context, we show that Agent-Based models represent strong methodological tools to analyze both the inherent organizational dynamics and the coevolution between organizations and their environments.
机译:用于分析组织动态的仿真模型最近在组织科学中得到了越来越广泛的使用。与通常基于更稳定和可预测的特征的传统研究相比,这些计算模型能够更好地考虑当今组织的动态和复杂的相互关系。在不同的计算方法(例如离散事件仿真,系​​统动力学和基于代理的模型)上进行映射,以映射组织及其环境之间的这些复杂交互。我们使用各种标准讨论了组织理论中不同模拟方法的用途和价值,并介绍了它们的优点和缺点。特别是,在着重于组织的信息处理视图的同时,我们解释了有限理性的概念及其实现。在模拟方法中。在这种情况下,我们表明基于代理的模型代表了强大的方法论工具,可以分析组织的内在动力以及组织与环境之间的协同演化。

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