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Medical resource optimization method and system based on multivariate subject game

A technology of medical resources and subjects, applied in the direction of medical and health care resources or facilities, resources, nuclear methods, etc., can solve the problems of low efficiency and slow allocation of conventional medical resources.

Pending Publication Date: 2021-03-30
SHANGHAI INSTITUTE OF TECHNOLOGY
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] The technical purpose of the present invention is to provide a medical resource optimization method and system based on multi-subject game to solve the technical problems of slow and inefficient allocation of conventional medical resources

Method used

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  • Medical resource optimization method and system based on multivariate subject game
  • Medical resource optimization method and system based on multivariate subject game
  • Medical resource optimization method and system based on multivariate subject game

Examples

Experimental program
Comparison scheme
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Embodiment 1

[0062] see figure 1 , this embodiment provides a method for optimizing medical resources based on multi-agent games, and this embodiment will now be described in detail:

[0063] First, see figure 1 and image 3 , it is necessary to obtain the corresponding income function through the respective constraints of multiple subjects in advance. In this embodiment, the multiple subjects include: government bureaucrats mapped by the government, institution bureaucrats mapped by medical institutions at all levels And the resident bureaucrats obtained by the mapping of several residents, that is, the income function of the government bureaucrats, the income function of the agency bureaucrats and the income function of the resident bureaucrats need to be obtained. Players in each game can make independent decisions, maximize their own benefits in the process of mutual games, and at the same time promote the optimization of system benefits.

[0064] Since each player needs to meet dif...

Embodiment 2

[0101] see figure 2 , this implementation provides a medical resource optimization system based on multi-subject game.

[0102] The system includes: data acquisition module: used to acquire the load of medical institutions at all levels and the shortage of medical services in multiple subjects;

[0103] Strategy building block: based on the load of medical institutions at all levels and the shortage of medical services, the potential game function can be accelerated to converge through strategy utility evaluation with weighted regret value to obtain a candidate strategy set;

[0104] Strategy utility evaluation module: used to sequentially select each strategy in the candidate strategy set, update the corresponding income functions of multiple subjects, and obtain the change values ​​of the income of multiple subjects and the change value of the medical service gap;

[0105] Data analysis module: It is used to obtain the income value of the corresponding strategy according t...

Embodiment 3

[0107] A computer device, including a memory and a processor, computer-readable instructions are stored in the memory, and when the computer-readable instructions are executed by the processor, the processor executes the medical resources based on the evolution of the multi-agent game as mentioned in Embodiment 1 Optimization.

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Abstract

The invention discloses a medical resource optimization method based on a multivariate subject game, which obtains a corresponding revenue function based on respective constraint conditions of multivariate subjects, and obtains a potential game function based on the revenue function, and comprises the following steps: S1, obtaining medical institution load capacities and medical service vacanciesof all levels in the multivariate subjects, performing strategy utility evaluation on the potential game function to obtain a candidate strategy set; S2, sequentially selecting each strategy in the candidate strategy set, and respectively obtaining the respective income change value of the multi-element main body and the change value of the medical service vacancy; S3, obtaining an income value according to the respective income change value of the multi-element main body, and obtaining a vacancy value of each medical institution at the same time; and S4, taking the optimal strategy as a current strategy to realize medical resource allocation. Individual benefits are guaranteed, maximization of the overall benefits of the game relation network is achieved, and compared with the prior art,the medical resource distribution speed can be greatly increased, the overall efficiency is improved, and the burden of a medical resource distribution system is relieved.

Description

technical field [0001] The invention belongs to the field of public resource optimization, and in particular relates to a medical resource optimization method and system based on multi-subject game. Background technique [0002] In the current medical and health service system, primary medical care is basically emptied, secondary medical institutions play a limited role, and tertiary medical institutions are overloaded, and the allocation of medical resources is seriously unbalanced. How to deal with the linkage between the government, medical institutions and residents relationship, realize the accessibility of medical and health services, ensure the safety, fairness and efficiency of medical and health services, and effectively solve the contradiction between limited medical resource investment and the increasing demand for medical and health services of the people. The top priority of medical resource allocation optimization. [0003] In addition, the optimization of med...

Claims

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Application Information

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IPC IPC(8): G06Q10/04G06Q10/06G06Q50/26G16H40/20G06N20/10
CPCG06Q10/04G06Q10/0637G06Q50/26G16H40/20G06N20/10
Inventor 张若晨武田艳王旭陈震夏清涛
Owner SHANGHAI INSTITUTE OF TECHNOLOGY
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