A Mathematical Model for Operating Rooms Planning Under Uncertainty (The case: Ghaem Hospital of Mashhad)

The control and planning of operating rooms have became more and more important for hospital managers. Nowadays, the operating rooms, as key resources, often lead to a great time waste. So, appropriate scheduling of operations in order to increase the efficiency of the operating rooms, are significa...

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Main Authors: Nastaran goldani, Zahra naji azimi, Shamsaldin Nazemi
Format: Article
Language:fas
Published: Allameh Tabataba'i University Press 2019-04-01
Series:Muṭāli̒āt-i Mudīriyyat-i Ṣan̒atī
Subjects:
Online Access:http://jims.atu.ac.ir/article_9607_f72e5383d15a3dffb1dac7cb10e41429.pdf
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spelling doaj-c14eb76dfa944c02b01e4680ca688c702020-11-25T03:53:21ZfasAllameh Tabataba'i University PressMuṭāli̒āt-i Mudīriyyat-i Ṣan̒atī2251-80292019-04-011752598810.22054/JIMS.2018.18424.1657A Mathematical Model for Operating Rooms Planning Under Uncertainty (The case: Ghaem Hospital of Mashhad)Nastaran goldaniZahra naji azimiShamsaldin NazemiThe control and planning of operating rooms have became more and more important for hospital managers. Nowadays, the operating rooms, as key resources, often lead to a great time waste. So, appropriate scheduling of operations in order to increase the efficiency of the operating rooms, are significant research topics in medical care. In this study, a new linear programming model has been developed for the assignment of patients to the operating rooms. Since the duration of surgical procedure is a stochastic parameter, in this paper a two-stage stochastic programming model has been presented in addition the deterministic model. These presented models simultaneously investigate the scheduling of surgeries and allocating them to the surgery rooms. The aim of this study is to minimize the cost of assigning patients to unspecialized rooms and reduce the cost of doctors’ idle time per working shifts by taking into account the constraints. The suggested models were applied for the surgery department of Ghaem hospital of Mashhad and solved by ILOG CPLEX 12.6.1 Microsoft Visual Studio environment. The results show that the deterministic proposed model increases the average efficiency of hospital to 38.275% and the stochastic model increases the average efficiency to 85.32%.http://jims.atu.ac.ir/article_9607_f72e5383d15a3dffb1dac7cb10e41429.pdfoperating room planning scheduling assigning linear programming model
collection DOAJ
language fas
format Article
sources DOAJ
author Nastaran goldani
Zahra naji azimi
Shamsaldin Nazemi
spellingShingle Nastaran goldani
Zahra naji azimi
Shamsaldin Nazemi
A Mathematical Model for Operating Rooms Planning Under Uncertainty (The case: Ghaem Hospital of Mashhad)
Muṭāli̒āt-i Mudīriyyat-i Ṣan̒atī
operating room planning scheduling assigning linear programming model
author_facet Nastaran goldani
Zahra naji azimi
Shamsaldin Nazemi
author_sort Nastaran goldani
title A Mathematical Model for Operating Rooms Planning Under Uncertainty (The case: Ghaem Hospital of Mashhad)
title_short A Mathematical Model for Operating Rooms Planning Under Uncertainty (The case: Ghaem Hospital of Mashhad)
title_full A Mathematical Model for Operating Rooms Planning Under Uncertainty (The case: Ghaem Hospital of Mashhad)
title_fullStr A Mathematical Model for Operating Rooms Planning Under Uncertainty (The case: Ghaem Hospital of Mashhad)
title_full_unstemmed A Mathematical Model for Operating Rooms Planning Under Uncertainty (The case: Ghaem Hospital of Mashhad)
title_sort mathematical model for operating rooms planning under uncertainty (the case: ghaem hospital of mashhad)
publisher Allameh Tabataba'i University Press
series Muṭāli̒āt-i Mudīriyyat-i Ṣan̒atī
issn 2251-8029
publishDate 2019-04-01
description The control and planning of operating rooms have became more and more important for hospital managers. Nowadays, the operating rooms, as key resources, often lead to a great time waste. So, appropriate scheduling of operations in order to increase the efficiency of the operating rooms, are significant research topics in medical care. In this study, a new linear programming model has been developed for the assignment of patients to the operating rooms. Since the duration of surgical procedure is a stochastic parameter, in this paper a two-stage stochastic programming model has been presented in addition the deterministic model. These presented models simultaneously investigate the scheduling of surgeries and allocating them to the surgery rooms. The aim of this study is to minimize the cost of assigning patients to unspecialized rooms and reduce the cost of doctors’ idle time per working shifts by taking into account the constraints. The suggested models were applied for the surgery department of Ghaem hospital of Mashhad and solved by ILOG CPLEX 12.6.1 Microsoft Visual Studio environment. The results show that the deterministic proposed model increases the average efficiency of hospital to 38.275% and the stochastic model increases the average efficiency to 85.32%.
topic operating room planning scheduling assigning linear programming model
url http://jims.atu.ac.ir/article_9607_f72e5383d15a3dffb1dac7cb10e41429.pdf
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