Scheduling Hemodialysis Patients with Patient Preferences
Nowadays, outpatient providers are struggling to reduce the current costs and improve the service quality. A part of the outpatient service provider is a hemodialysis department with expensive supplies and equipment. Therefore, in the present paper, the scheduling of hemodialysis patients with their...
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Isfahan University of Technology
2020-02-01
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doaj-4829888554a540c59b10e0b693592d602020-11-25T03:41:05ZfasIsfahan University of Technology Ravish/hā-yi ̒adadī dar Muhandisī2228-76982423-57412020-02-0138297114Scheduling Hemodialysis Patients with Patient PreferencesS. M. Navabi0M. Reisi-Nafchi1Gh. Moslehi2 Department of Industrial and Systems Engineering, Isfahan University of Technology, Isfahan, Iran Department of Industrial and Systems Engineering, Isfahan University of Technology, Isfahan, Iran Department of Industrial and Systems Engineering, Isfahan University of Technology, Isfahan, Iran Nowadays, outpatient providers are struggling to reduce the current costs and improve the service quality. A part of the outpatient service provider is a hemodialysis department with expensive supplies and equipment. Therefore, in the present paper, the scheduling of hemodialysis patients with their preferences has been studied. The aim of scheduling hemodialysis patients in this study is to minimize the normalized weighted sum of deviations from the patients' preferences and the total completion time. It should be noted that the patient's preferences include beds, treatment combination of days and their turn. To solve the problem, two mathematical models have been presented. Performence of the models in solving the real data of the hemodyalisis department of Imam Khomeini Hospital, in Kermanshah, was investigated. The results showed the efficiency of the proposed models in considering the preferences of patients; however, these preferences in the hospital schedule were considered in few cases, as far as it was possible. So, these preferences has no priority in the hospital schedule. In addition to considering the patients’ preferences, the solution of models reduced the total completion time of the pationts treatment. Also, one of the proposed models in this papercould optimally solve the instances three times larger than the hospital caseshttp://jcme.iut.ac.ir/article-1-740-en.htmlschedulingappointmenthemodialysismathematical modelpatient preferences |
collection |
DOAJ |
language |
fas |
format |
Article |
sources |
DOAJ |
author |
S. M. Navabi M. Reisi-Nafchi Gh. Moslehi |
spellingShingle |
S. M. Navabi M. Reisi-Nafchi Gh. Moslehi Scheduling Hemodialysis Patients with Patient Preferences Ravish/hā-yi ̒adadī dar Muhandisī scheduling appointment hemodialysis mathematical model patient preferences |
author_facet |
S. M. Navabi M. Reisi-Nafchi Gh. Moslehi |
author_sort |
S. M. Navabi |
title |
Scheduling Hemodialysis Patients with Patient Preferences |
title_short |
Scheduling Hemodialysis Patients with Patient Preferences |
title_full |
Scheduling Hemodialysis Patients with Patient Preferences |
title_fullStr |
Scheduling Hemodialysis Patients with Patient Preferences |
title_full_unstemmed |
Scheduling Hemodialysis Patients with Patient Preferences |
title_sort |
scheduling hemodialysis patients with patient preferences |
publisher |
Isfahan University of Technology |
series |
Ravish/hā-yi ̒adadī dar Muhandisī |
issn |
2228-7698 2423-5741 |
publishDate |
2020-02-01 |
description |
Nowadays, outpatient providers are struggling to reduce the current costs and improve the service quality. A part of the outpatient service provider is a hemodialysis department with expensive supplies and equipment. Therefore, in the present paper, the scheduling of hemodialysis patients with their preferences has been studied. The aim of scheduling hemodialysis patients in this study is to minimize the normalized weighted sum of deviations from the patients' preferences and the total completion time. It should be noted that the patient's preferences include beds, treatment combination of days and their turn. To solve the problem, two mathematical models have been presented. Performence of the models in solving the real data of the hemodyalisis department of Imam Khomeini Hospital, in Kermanshah, was investigated. The results showed the efficiency of the proposed models in considering the preferences of patients; however, these preferences in the hospital schedule were considered in few cases, as far as it was possible. So, these preferences has no priority in the hospital schedule. In addition to considering the patients’ preferences, the solution of models reduced the total completion time of the pationts treatment. Also, one of the proposed models in this papercould optimally solve the instances three times larger than the hospital cases |
topic |
scheduling appointment hemodialysis mathematical model patient preferences |
url |
http://jcme.iut.ac.ir/article-1-740-en.html |
work_keys_str_mv |
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