先进的交通管理系统
智能交通系统
互操作性
灵活性(工程)
软件部署
多智能体系统
交通拥挤
领域(数学分析)
计算机科学
运输工程
交通工程
领域(数学)
工程类
分布式计算
系统工程
数学
统计
操作系统
数学分析
人工智能
纯数学
作者
Bo Chen,Harry H. Cheng
标识
DOI:10.1109/tits.2010.2048313
摘要
The agent computing paradigm is rapidly emerging as one of the powerful technologies for the development of large-scale distributed systems to deal with the uncertainty in a dynamic environment. The domain of traffic and transportation systems is well suited for an agent-based approach because transportation systems are usually geographically distributed in dynamic changing environments. Our literature survey shows that the techniques and methods resulting from the field of agent and multiagent systems have been applied to many aspects of traffic and transportation systems, including modeling and simulation, dynamic routing and congestion management, and intelligent traffic control. This paper examines an agent-based approach and its applications in different modes of transportation, including roadway, railway, and air transportation. This paper also addresses some critical issues in developing agent-based traffic control and management systems, such as interoperability, flexibility, and extendibility. Finally, several future research directions toward the successful deployment of agent technology in traffic and transportation systems are discussed.
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