The Optimization Study on Passenger Organization at Passenger Station Based on CAS

DOI

10.2991/iske.2007.166How to use a DOI?

Keywords

Complex adaptive system (CAS), Passenger organization, Cellular automata (CA), Multi-agent, Genetic algorithm (GA)

Abstract

The paper combines the passenger behavior with the decision of administrative department based on multi-agent simulation method of complex system theory, considering each advantage of CA and multi-agent, with the entrance of administrative departments and passenger behavior. In the passenger organization optimization model involving in different kinds of agents such as passenger organization agent and passenger agent, which combines multi-agent with CA, the environment factor is expressed by CA and the paper constructs multi-agent behavior decision model depending on the basic frame of cellular automata (CA) pedestrian flow. Individuals respond to the changes of environment around through the interaction between resource and the environment or negotiating with another individual. Through simulating the complex process of decision making of administrative departments, it brings forward the technical route and the basic frame of the passenger organization optimization of large-scale passenger station on complex adaptive system(CAS), constructs the optimization system of passenger organization based on multi-agent, discusses the structure and the competing and cooperating relationship between each agent, and designs the optimization arithmetic based on genetic algorithm(GA) of multi-agent. At last, taking the optimization of passenger organization during rush hours at Guangzhou Station as the example to analysis and getting a good effect, this can offer the reference to the decision making of administrative departments.

Copyright

© 2007, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Wei Wang
AU  - Li Huang
PY  - 2007/10
DA  - 2007/10
TI  - The Optimization Study on Passenger Organization at Passenger Station Based on CAS
BT  - Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)
PB  - Atlantis Press
SP  - 977
EP  - 983
SN  - 1951-6851
UR  - https://doi.org/10.2991/iske.2007.166
DO  - 10.2991/iske.2007.166
ID  - Wang2007/10
ER  -