基于Agent的出租车服务仿真建模

Josep Maria Salanova Grau, M. Romeu, E. Mitsakis, I. Stamos
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引用次数: 14

摘要

提出了一种基于智能体的城市出租车服务模拟模型。在苏福尔斯网络中对三种运行模式(呼叫、站位和调度)进行了建模和测试。文献中提出的出租车模型分为聚合模型和均衡模型,其中模拟模型的存在非常少。给出了不同的编程模块以及智能体的行为规则。计算了每种运营模式的绩效指标,并在司机收入、用户成本和空置与占用时间方面进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Agent based modeling for simulation of taxi services
This paper presents an agent based model for simulating taxi services in urban areas. The three operation modes (hailing, stand and dispatching) are modeled and tested in the Sioux Falls network. Taxi models presented in the literature are divided into aggregated and equilibrium models, with a very small presence of simulation models. The different programmed modules are presented together with the behavior rules of the agents. Performance indicators are calculated for each operation mode and compared in terms of driver earnings, user cost and vacant versus occupied time.
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