Proceedings of the 2018 7th International Conference on Energy, Environment and Sustainable Development (ICEESD 2018)

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A Novel Model and GA-Based Solution for Resource Scheduling in Highway Emergency Rescue

Authors
Yuxin Niu
Corresponding Author
Yuxin Niu
Available Online May 2018.
DOI
10.2991/iceesd-18.2018.281How to use a DOI?
Keywords
Highway, Emergency Rescue, Vehicle Schedule, Genetic Algorithm
Abstract

Highway is the major artery and main component of China's transportation system and plays a vital role in national economic construction. After an accident on the highway, how to quickly reach the accident point through effective dispatching and implementing emergency rescue operations is extremely important. Further, when the transportation conditions (such as traffic status) varies on different road segments at different time intervals, it is a very challenging problem to distinguish between priorities and properly dispatch emergency rescue resources. In this paper, it is taken as the key optimization goal to minimize the delay of emergency rescue response. And then, a genetic algorithm for solving the corresponding model is presented by adopting the random walk method. In our GA, a chromosome is represented by a transition matrix for defining the random walk, and specific crossover operation and mutation operation are given in details. The experiment on our GA is implemented by using GA-Toolbox of MATLAB, and the results manifest that our proposal is effective. Finally, the case of emergency rescue resource scheduling problem for the multiple accidents points is also discussed.

Copyright
© 2018, 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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Volume Title
Proceedings of the 2018 7th International Conference on Energy, Environment and Sustainable Development (ICEESD 2018)
Series
Advances in Engineering Research
Publication Date
May 2018
ISBN
10.2991/iceesd-18.2018.281
ISSN
2352-5401
DOI
10.2991/iceesd-18.2018.281How to use a DOI?
Copyright
© 2018, 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/).

Cite this article

risenwbib
TY  - CONF
AU  - Yuxin Niu
PY  - 2018/05
DA  - 2018/05
TI  - A Novel Model and GA-Based Solution for Resource Scheduling in Highway Emergency Rescue
BT  - Proceedings of the 2018 7th International Conference on Energy, Environment and Sustainable Development (ICEESD 2018)
PB  - Atlantis Press
SP  - 1549
EP  - 1553
SN  - 2352-5401
UR  - https://doi.org/10.2991/iceesd-18.2018.281
DO  - 10.2991/iceesd-18.2018.281
ID  - Niu2018/05
ER  -