Integrating Multi-agent System and Microsimulation for Dynamic Modeling of Urban Freight Transport

C. G. Gómez-Marín, Jose David Mosquera-Tobón, Conrado Augusto Serna-Urán
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引用次数: 0

Abstract

This work aims to apply an integration between a multi-agent system and microsimulation to take advantage of the large amount of data generated in urban freight transport to improve the overall performance of the urban supply chain without forgetting the principles of autonomy that govern each of its actors, responding to the different dynamic scenarios that may arise in the operational context. The integration framework produces a satisfactory communication process in those modeling methods measured by two indexes: throughput and latency. The results of this integration show a robust response to dynamic scenarios and allow reacting to the different quantity of changes without dismissing the search for optimum solutions.
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集成多智能体系统和微观仿真的城市货运动态建模
这项工作旨在应用多智能体系统和微观模拟之间的集成,以利用城市货运中产生的大量数据来提高城市供应链的整体绩效,同时不忘记管理其每个参与者的自治原则,以响应可能在运营环境中出现的不同动态场景。在以吞吐量和延迟两个指标衡量的建模方法中,集成框架产生了令人满意的通信过程。这种整合的结果显示出对动态场景的强大响应,并允许对不同数量的变化做出反应,而不会忽略对最佳解决方案的搜索。
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来源期刊
Periodica Polytechnica Transportation Engineering
Periodica Polytechnica Transportation Engineering Engineering-Automotive Engineering
CiteScore
2.60
自引率
0.00%
发文量
47
期刊介绍: Periodica Polytechnica is a publisher of the Budapest University of Technology and Economics. It publishes seven international journals (Architecture, Chemical Engineering, Civil Engineering, Electrical Engineering, Mechanical Engineering, Social and Management Sciences, Transportation Engineering). The journals have free electronic versions.
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