Applying flexible job shop scheduling in patients management to optimize processing time in hospitals.

The continuous growth of the population causes an increased demand for our healthcare services. Insufficient hospitals face challenges to serve the patient within a preferable duration. Long lines in front of counters increase the processing time of a patient. From the entry to the completion, plent...

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Main Authors: N. Sarfaraj, Md. L. Lingkon, N. Zahan
Format: Article
Language:English
Published: Ayandegan Institute of Higher Education, 2021-03-01
Series:International Journal of Research in Industrial Engineering
Subjects:
Online Access:http://www.riejournal.com/article_126002_c6ddcec75b5398fcfa6f2e06519f76de.pdf
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spelling doaj-6b2ffc87d4f2443fb40388a53e9347872021-09-06T05:52:19ZengAyandegan Institute of Higher Education,International Journal of Research in Industrial Engineering2783-13372717-29372021-03-01101465510.22105/riej.2021.260145.1158126002Applying flexible job shop scheduling in patients management to optimize processing time in hospitals.N. Sarfaraj0Md. L. Lingkon1N. Zahan2Department of Industrial and Production Engineering, Mechanical Faculty, Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh.Department of Industrial and Production Engineering, Mechanical Faculty, Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh.Department of Industrial and Production Engineering, Mechanical Faculty, Rajshahi University of Engineering and Technology, Rajshahi, Bangladesh.The continuous growth of the population causes an increased demand for our healthcare services. Insufficient hospitals face challenges to serve the patient within a preferable duration. Long lines in front of counters increase the processing time of a patient. From the entry to the completion, plenty of time waste just for unscheduled hospital management system. Job shop scheduling is an optimization process in which jobs are assigned with maintain a particular sequence. In this paper, we proposed flexible job shop scheduling to solve this type of problem by considering patients as job and test counter as machine for the optimization of the processing time and increase the efficiency of a hospital or a clinic. Genetic Algorithm was used to analyze the processing time for multiple counter of a hospital for a stable and effective scheduling. The results showed that an optimized makespan was generated and patients could fulfill their needs much quickly after applying flexible job shop scheduling.http://www.riejournal.com/article_126002_c6ddcec75b5398fcfa6f2e06519f76de.pdfschedulingmake-spangeneric algorithm
collection DOAJ
language English
format Article
sources DOAJ
author N. Sarfaraj
Md. L. Lingkon
N. Zahan
spellingShingle N. Sarfaraj
Md. L. Lingkon
N. Zahan
Applying flexible job shop scheduling in patients management to optimize processing time in hospitals.
International Journal of Research in Industrial Engineering
scheduling
make-span
generic algorithm
author_facet N. Sarfaraj
Md. L. Lingkon
N. Zahan
author_sort N. Sarfaraj
title Applying flexible job shop scheduling in patients management to optimize processing time in hospitals.
title_short Applying flexible job shop scheduling in patients management to optimize processing time in hospitals.
title_full Applying flexible job shop scheduling in patients management to optimize processing time in hospitals.
title_fullStr Applying flexible job shop scheduling in patients management to optimize processing time in hospitals.
title_full_unstemmed Applying flexible job shop scheduling in patients management to optimize processing time in hospitals.
title_sort applying flexible job shop scheduling in patients management to optimize processing time in hospitals.
publisher Ayandegan Institute of Higher Education,
series International Journal of Research in Industrial Engineering
issn 2783-1337
2717-2937
publishDate 2021-03-01
description The continuous growth of the population causes an increased demand for our healthcare services. Insufficient hospitals face challenges to serve the patient within a preferable duration. Long lines in front of counters increase the processing time of a patient. From the entry to the completion, plenty of time waste just for unscheduled hospital management system. Job shop scheduling is an optimization process in which jobs are assigned with maintain a particular sequence. In this paper, we proposed flexible job shop scheduling to solve this type of problem by considering patients as job and test counter as machine for the optimization of the processing time and increase the efficiency of a hospital or a clinic. Genetic Algorithm was used to analyze the processing time for multiple counter of a hospital for a stable and effective scheduling. The results showed that an optimized makespan was generated and patients could fulfill their needs much quickly after applying flexible job shop scheduling.
topic scheduling
make-span
generic algorithm
url http://www.riejournal.com/article_126002_c6ddcec75b5398fcfa6f2e06519f76de.pdf
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