Modeling and Simulation of Scheduling Medical Materials Using Graph Model for Complex Rescue


Ming Lv, Jingchen Zheng, Qingying Tong, Jinhong Chen, Haoting Liu, Yun Gao, Journal of Information Processing Systems
Vol. 13, No. 5, pp. 1243-1258, Oct. 2017
10.3745/JIPS.04.0042
Keywords: Bipartite Graph, BSCS, Drug Scheduling, Medical Rescue, Optimization Matching
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Abstract

A new medical materials scheduling system and its modeling method for the complex rescue are presented. Different from other similar system, first both the BeiDou Satellite Communication System (BSCS) and the Special Fiber-optic Communication Network (SFCN) are used to collect the rescue requirements and the location information of disaster areas. Then all these messages will be displayed in a special medical software terminal. After that the bipartite graph models are utilized to compute the optimal scheduling of medical materials. Finally, all these results will be transmitted back by the BSCS and the SFCN again to implement a fast guidance of medical rescue. The sole drug scheduling issue, the multiple drugs scheduling issue, and the backup-scheme selection issue are all utilized: the Kuhn-Munkres algorithm is used to realize the optimal matching of sole drug scheduling issue, the spectral clustering-based method is employed to calculate the optimal distribution of multiple drugs scheduling issue, and the similarity metric of neighboring matrix is utilized to realize the estimation of backup-scheme selection issue of medical materials. Many simulation analysis experiments and applications have proved the correctness of proposed technique and system.


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Cite this article
[APA Style]
Ming Lv, Jingchen Zheng, Qingying Tong, Jinhong Chen, Haoting Liu, & Yun Gao (2017). Modeling and Simulation of Scheduling Medical Materials Using Graph Model for Complex Rescue. Journal of Information Processing Systems, 13(5), 1243-1258. DOI: 10.3745/JIPS.04.0042.

[IEEE Style]
M. Lv, J. Zheng, Q. Tong, J. Chen, H. Liu and Y. Gao, "Modeling and Simulation of Scheduling Medical Materials Using Graph Model for Complex Rescue," Journal of Information Processing Systems, vol. 13, no. 5, pp. 1243-1258, 2017. DOI: 10.3745/JIPS.04.0042.

[ACM Style]
Ming Lv, Jingchen Zheng, Qingying Tong, Jinhong Chen, Haoting Liu, and Yun Gao. 2017. Modeling and Simulation of Scheduling Medical Materials Using Graph Model for Complex Rescue. Journal of Information Processing Systems, 13, 5, (2017), 1243-1258. DOI: 10.3745/JIPS.04.0042.