|Table of Contents|

A Method of Medical Resource Allocation Based on Equilibrium(PDF)

《南京师大学报（自然科学版）》[ISSN:1001-4616/CN:32-1239/N]

Issue:
2019年02期
Page:
30-36
Research Field:
·数学与计算机科学·
Publishing date:

Info

Title:
A Method of Medical Resource Allocation Based on Equilibrium
Author(s):
Ju Yonghe1; 2; Wang Jingcheng2; Zhu Junwu3; Song Heng3; Tao Lijian1
(1.School of Public Health,Central South University,Changsha 410083,China)(2.Medical College,Yangzhou University,Yangzhou 225001,China)(3.School of Information Engineering,Yangzhou University,Yangzhou 225000,China)
Keywords:
medical resource; alliance; equilibrium; social optimization; resource allocation
PACS:
TP391
DOI:
10.3969/j.issn.1001-4616.2019.02.005
Abstract:
In the medical system,the medical resource allocation aims at the equilibrium of resource allocation and the maximization of the total revenue. In order to generalize our model,this paper models the medical resource as agent,and presents a methods for finding the equilibrium of resource allocation with agents’alliance based social optimal allocation. Firstly,the agents’groups which meet social optimality are found in the all possible allied pairs; Under the condition of equilibrium exists,the revenue of individual agent will be close to equilibrium after multiple iterations,and an allocation solution which satisfies allocation equilibrium and maximum total revenue is generated. Finally,the example about allocating nurses to sickroom is given to show that this method effectively get an alliance strategy and a revenue allocation scheme satisfied equilibrium.

References:

[1] 吴琪,苗瑞,宋雨沁,等. 面向分级诊疗的医疗资源配置决策研究[J]. 工业工程与管理,2018,23(3):150-156.
[2]黄舒婷,庞震苗,邹晓琦,等. 基于数据包络分析的广东省中医医院医疗资源配置效率分析[J]. 中国卫生统计,2017(1):118-120.
[3]HERRERA J G,BOTERO J F. Resource allocation in NFV:a comprehensive survey[J]. IEEE transactions on network & service management,2017,13(3):518-532.
[4]SFAR A R,CHALLAL Y,MOYAL P,et al. A game theoretic approach for privacy preserving model in IoT-based transportation[J]. IEEE transactions on intelligent transportation systems,2019(99):1-10.
[5]CINTUGLU M H,MARTIN H,MOHAMMED O A. Real-time implementation of multiagent-based game theory reverse auction model for microgrid market operation[J]. IEEE transactions on smart grid,2015,6(2):1064-1072.
[6]张映芹,王青. 我国城乡医疗卫生资源配置均衡性研究[J]. 医学与社会,2016(1):7-9.
[7]曹宇,温小霓. 基于系统动力学模型的医疗资源配置与优化[J]. 现代医院管理,2012,1:19-23.
[8]WEN T,ZHANG Z,QIU M,et al. A multi-objective optimization method for emergency medical resources allocation[J]. Journal of medical imaging and health informatics,2017,7(2):393-399.
[9]EICHBAUM,QUENTIN. Better allocation and sharing of resources in global medical education[J]. Academic medicine,2017,92(10):1363.
[10]ZHU M,CHEN R,ZHONG S,et al. Medical resource preparation and allocation for humanitarian assistance based on module organization[J]. Minerva medica,2017,108(1):20.
[11]ZHANG X,WU K. The construction of evaluation model of Chinese traditional culture multimedia teaching resources allocation in big data environment[C]//International Conference on Intelligent Transportation. IEEE Computer Society,2018.
[12]KUNST R,AVILA L,PIGNATON E,et al. Improving network resources allocation in smart cities video surveillance[J]. Computer networks,2018,134:228-244.
[13]FERDOWSI A,SANJAB A,SAAD W,et al. Game theory for secure critical interdependent gas-power-water infrastructure[J]. IEEE resitience week(RWS),2017:184-190.
[14]SERRANO R. Cooperative game core and shapely value[M]. Encyclopedia of Complexity and System Science. Berlin:Springer-Verlag,2007.
[15]FELE F,MAESTRE J M,CAMACHO E F. Coalitional control:cooperative game theory and control[J]. IEEE control systems,2017,37(1):53-69.
[16]CHENG J Q,WELLMAN M P. The WALRAS algorithm:a convergent distributed implementation of general equilibrium outcomes[J]. Computational economics,1998,12(1):1-24.
[17]HERNáNDEZ,ROBERTO,CáRDENAS,et al. Game theory applied to transportation systems in smart cities:analysis of evolutionary stable strategies in a generic car pooling system[J]. International journal on interactive design and manufacturing,2017.
[18]XIAO-HUI Y U,ZHANG Q. Profit allocation in production cooperative game based on interval shapley value[J]. Transaction of Beijing Institute of Technology,2008,28(7):655-658.
[19]ZHANG F,ZHENG Z,JIAO L. Dynamically optimized sensor deployment based on game theory[J]. Journal of systems science and complexity,2018,31(1):276-286.
[20]GENG C,QU S Y,XIAO Y Y. Diffusion mechanism simulation of cloud manufacturing complex network based on cooperative game theory[J]. Journal of systems engineering and electronics,2018,29(2):103-117.
[21]KUIPERS J,MOSQUERA M A,ZARZUELO, JOSé M. Zarzuelo. Sharing costs in highways:a game theoretic approach[J]. European journal of operational research,2013,228(1):158-168.

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Last Update: 2019-06-30