Multiobjective Optimization of Evacuation Routes in Stadium Using Superposed Potential Field Network Based ACO
Joint Authors
Zong, Xinlu
Xiong, Shengwu
Fang, Zhixiang
Kou, Jialiang
Chen, Zhong
Source
Computational Intelligence and Neuroscience
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-06-19
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
Multiobjective evacuation routes optimization problem is defined to find out optimal evacuation routes for a group of evacuees under multiple evacuation objectives.
For improving the evacuation efficiency, we abstracted the evacuation zone as a superposed potential field network (SPFN), and we presented SPFN-based ACO algorithm (SPFN-ACO) to solve this problem based on the proposed model.
In Wuhan Sports Center case, we compared SPFN-ACO algorithm with HMERP-ACO algorithm and traditional ACO algorithm under three evacuation objectives, namely, total evacuation time, total evacuation route length, and cumulative congestion degree.
The experimental results show that SPFN-ACO algorithm has a better performance while comparing with HMERP-ACO algorithm and traditional ACO algorithm for solving multi-objective evacuation routes optimization problem.
American Psychological Association (APA)
Kou, Jialiang& Xiong, Shengwu& Fang, Zhixiang& Zong, Xinlu& Chen, Zhong. 2013. Multiobjective Optimization of Evacuation Routes in Stadium Using Superposed Potential Field Network Based ACO. Computational Intelligence and Neuroscience،Vol. 2013, no. 2013, pp.1-11.
https://search.emarefa.net/detail/BIM-466508
Modern Language Association (MLA)
Kou, Jialiang…[et al.]. Multiobjective Optimization of Evacuation Routes in Stadium Using Superposed Potential Field Network Based ACO. Computational Intelligence and Neuroscience No. 2013 (2013), pp.1-11.
https://search.emarefa.net/detail/BIM-466508
American Medical Association (AMA)
Kou, Jialiang& Xiong, Shengwu& Fang, Zhixiang& Zong, Xinlu& Chen, Zhong. Multiobjective Optimization of Evacuation Routes in Stadium Using Superposed Potential Field Network Based ACO. Computational Intelligence and Neuroscience. 2013. Vol. 2013, no. 2013, pp.1-11.
https://search.emarefa.net/detail/BIM-466508
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-466508