Ant colony algorithm based single machine medical examination scheduling method considering degree of deterioration

A technology of ant colony algorithm and scheduling method, which is applied in the field of intelligent medical treatment, can solve the problems of patient injury, failure to consider the severity of the patient's condition, and the impact of follow-up treatment are different, so as to reduce the deterioration of the condition, improve the level of medical services and patients. satisfaction effect

Active Publication Date: 2018-11-30
HEFEI UNIV OF TECH
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Problems solved by technology

[0002] At present, most medical examinations follow the principle of first-come, first-served. This method does not take into account the severity of the patient's condition. Different patients exceed their respective deadlines for the same length of time, and the impact on subsequent treatment is different. Therefore, according to The principle of first-come-first-served will lead to many patients not getting timely medical examination, which will not only cause harm to patients, but also reduce the overall treatment effect of the hospital

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  • Ant colony algorithm based single machine medical examination scheduling method considering degree of deterioration
  • Ant colony algorithm based single machine medical examination scheduling method considering degree of deterioration
  • Ant colony algorithm based single machine medical examination scheduling method considering degree of deterioration

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[0037] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0038] In the first aspect, the present invention provides a single-machine medical examination scheduling method based on the ant colony algorithm considering the degree of deterioration, such as figure 1 As shown, the method includes:

[0039] S100. Obtain the number of examination patients of stand-alone medical examination equipment, the exam...

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Abstract

The present invention provides an ant colony algorithm based single machine medical examination scheduling method and system considering the degree of deterioration, and a storage medium. The method comprises: S100, obtaining the number of examined patients of a single machine medical examination device, and the examination duration of each examination patient, a penalty factor corresponding to each examined patient, and a time at which each patient starts to be examined at the latest; and S200, determining an optimal solution of a target function by using a preset ant colony algorithm, and sorting the examined patients of the single machine medical examination device according to the optimal solution. The target function adopted by the invention is reasonable, and the patient examinationorder obtained by solving the target function can reduce the deterioration of the patient due to waiting; and the hospital medical service level and the patient satisfaction can be improved.

Description

technical field [0001] The invention relates to the field of intelligent medical technology, in particular to a single-machine medical examination scheduling method, system and storage medium based on an ant colony algorithm considering the degree of deterioration. Background technique [0002] At present, most medical examinations follow the principle of first-come, first-served. This method does not take into account the severity of the patient's condition. Different patients exceed their respective deadlines for the same length of time, and the impact on subsequent treatment is different. Therefore, according to The principle of first-come-first-served will cause many patients not to receive timely medical examinations, which will not only cause harm to patients, but also reduce the overall treatment effect of the hospital. Contents of the invention [0003] (1) Solved technical problems [0004] Aiming at the deficiencies of the prior art, the present invention provid...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H40/20G06Q10/04G06N3/00
CPCG06N3/006G06Q10/04G16H40/20
Inventor 范雯娟邵凯宁裴军丁帅偶德俊杨善林童贵显
Owner HEFEI UNIV OF TECH
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