基于agent的社会活动模拟中不同交互协议的影响

Nicole Ronald, T. Arentze, H. Timmermans
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引用次数: 9

摘要

活动和旅行行为模型中的决策通常以个人为基础,关注结果而不是决策过程。使用基于代理的建模技术并将交互协议合并到模型中可以帮助更详细地建模决策。本文描述了一种基于智能体的社会活动生成和调度模型,该模型中基于效用的智能体相互作用来调度活动。测试了六种不同的协议。作者认为,模型结果反映了协议的微小变化,而改变协议的顺序会导致结果的显著不同,因此协议对模拟结果的影响很大,应该进行更详细的研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Effects of Different Interaction Protocols in Agent-Based Simulation of Social Activities
Decision making in models of activity and travel behaviour is usually individual-based and focuses on outcomes rather than the decision process. Using agent-based modelling techniques and incorporating interaction protocols into the model can assist in modelling decision-making in more detail. This paper describes an agent-based model of social activity generation and scheduling, in which utility-based agents interact with each other to schedule activities. Six different protocols are tested. The authors show that the model outcomes reflect minor changes in the protocol, while changing the order of the protocol leads to significantly different outcomes, hence the protocol plays a large role in the simulation results and should be studied in more detail.
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