Dynamic Route Network Planning Problem for Emergency Evacuation in Restricted-Space Scenarios

We investigate a dynamic route planning problem in restricted-space evacuation, namely, the Multiobjective Dynamic Route Network Planning (MODRNP) problem. It models the multisource to multidestination evacuation in restricted-space scenarios, with the objectives of minimizing the whole evacuation d...

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Main Authors: Yi Hong, Deying Li, Qiang Wu, Hua Xu
Format: Article
Language:English
Published: Wiley 2018-01-01
Series:Journal of Advanced Transportation
Online Access:http://dx.doi.org/10.1155/2018/4295419
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author Yi Hong
Deying Li
Qiang Wu
Hua Xu
author_facet Yi Hong
Deying Li
Qiang Wu
Hua Xu
author_sort Yi Hong
collection DOAJ
description We investigate a dynamic route planning problem in restricted-space evacuation, namely, the Multiobjective Dynamic Route Network Planning (MODRNP) problem. It models the multisource to multidestination evacuation in restricted-space scenarios, with the objectives of minimizing the whole evacuation delay and maximizing the evacuation efficiency. We study the problem in 3D scenarios, which can provide intuition vision for the geographic space and contribute to the evacuation plan and implementation. Based on the auxiliary graph transformation, we propose a heuristic algorithm referred to the classical problem, Minimum Weighted Set Cover. We finally conduct extensive experiments to evaluate the performance of the proposed algorithm and give an application instance on a typical kind of restricted-space scenarios. The results indicate that the proposed algorithm outperforms the existing alternatives in terms of the utilization as well as timeliness.
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institution Kabale University
issn 0197-6729
2042-3195
language English
publishDate 2018-01-01
publisher Wiley
record_format Article
series Journal of Advanced Transportation
spelling doaj-art-0cc761d5fa614b10b42c4df36e5b330f2025-08-20T03:54:15ZengWileyJournal of Advanced Transportation0197-67292042-31952018-01-01201810.1155/2018/42954194295419Dynamic Route Network Planning Problem for Emergency Evacuation in Restricted-Space ScenariosYi Hong0Deying Li1Qiang Wu2Hua Xu3Information Engineering College, Beijing Institute of Petrochemical Technology, Beijing 102617, ChinaSchool of Information, Renmin University of China, Beijing 100872, ChinaNational Engineering Research Center of Coal Mine Water Hazard Controlling, China University of Mining and Technology, Beijing, Beijing 100083, ChinaInformation Engineering College, Beijing Institute of Petrochemical Technology, Beijing 102617, ChinaWe investigate a dynamic route planning problem in restricted-space evacuation, namely, the Multiobjective Dynamic Route Network Planning (MODRNP) problem. It models the multisource to multidestination evacuation in restricted-space scenarios, with the objectives of minimizing the whole evacuation delay and maximizing the evacuation efficiency. We study the problem in 3D scenarios, which can provide intuition vision for the geographic space and contribute to the evacuation plan and implementation. Based on the auxiliary graph transformation, we propose a heuristic algorithm referred to the classical problem, Minimum Weighted Set Cover. We finally conduct extensive experiments to evaluate the performance of the proposed algorithm and give an application instance on a typical kind of restricted-space scenarios. The results indicate that the proposed algorithm outperforms the existing alternatives in terms of the utilization as well as timeliness.http://dx.doi.org/10.1155/2018/4295419
spellingShingle Yi Hong
Deying Li
Qiang Wu
Hua Xu
Dynamic Route Network Planning Problem for Emergency Evacuation in Restricted-Space Scenarios
Journal of Advanced Transportation
title Dynamic Route Network Planning Problem for Emergency Evacuation in Restricted-Space Scenarios
title_full Dynamic Route Network Planning Problem for Emergency Evacuation in Restricted-Space Scenarios
title_fullStr Dynamic Route Network Planning Problem for Emergency Evacuation in Restricted-Space Scenarios
title_full_unstemmed Dynamic Route Network Planning Problem for Emergency Evacuation in Restricted-Space Scenarios
title_short Dynamic Route Network Planning Problem for Emergency Evacuation in Restricted-Space Scenarios
title_sort dynamic route network planning problem for emergency evacuation in restricted space scenarios
url http://dx.doi.org/10.1155/2018/4295419
work_keys_str_mv AT yihong dynamicroutenetworkplanningproblemforemergencyevacuationinrestrictedspacescenarios
AT deyingli dynamicroutenetworkplanningproblemforemergencyevacuationinrestrictedspacescenarios
AT qiangwu dynamicroutenetworkplanningproblemforemergencyevacuationinrestrictedspacescenarios
AT huaxu dynamicroutenetworkplanningproblemforemergencyevacuationinrestrictedspacescenarios