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Distributed train-group modeling and simulation based on cellular automaton and multi-agent

  • Beihang University
  • Beijing Jiaotong University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Based on cellular automaton and multi-agent model, we propose a novel hybrid model for distributed simulation of train-group in the railway traffic. An improved cellular automaton model is designed for simulating the underlying structure of the railroad and a multi-agent model is used for dynamic scheduling of the train-group. The combination of both models answers for the distributed simulation of train-group on the railroad. Simulation and scheduling strategies are proposed to analyze and solve the problems about safety operation and dynamic scheduling. In the end, we analyze the characteristics of train flows and dealing with the emergencies of the railroad net. Experimental results show that the hybrid model is proper and efficient for distributed simulation of train-group of the railroad net.

源语言英语
主期刊名Artificial Intelligence and Computational Intelligence - Third International Conference, AICI 2011, Proceedings
146-154
页数9
版本PART 1
DOI
出版状态已出版 - 2011
活动3rd International Conference on Artificial Intelligence and Computational Intelligence, AICI 2011 - Taiyuan, 中国
期限: 24 9月 201125 9月 2011

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
编号PART 1
7002 LNAI
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议3rd International Conference on Artificial Intelligence and Computational Intelligence, AICI 2011
国家/地区中国
Taiyuan
时期24/09/1125/09/11

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