Planning of Treatment at Rehabilitation Clinics Using a Two Stage Mixed-Integer Programming Approach

Planning of Treatment at Rehabilitation Clinics Using a Two Stage Mixed-Integer Programming Approach

This thesis presents a method for planning patient intake and assignment of treatment personnel at rehabilitative care clinics. The rehabilitation process requires patients to undergo a series of treatments spanning several weeks, requiring therapists of different disciplines. We have developed a tw...

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Bibliographic Details
Main Author: König, Tobias
Format: Others
Language:English
Published: Linköpings universitet, Tillämpad matematik 2021
Subjects:
Computational Mathematics
Beräkningsmatematik
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-173339
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spelling ndltd-UPSALLA1-oai-DiVA.org-liu-1733392021-02-20T05:31:48ZPlanning of Treatment at Rehabilitation Clinics Using a Two Stage Mixed-Integer Programming ApproachengKönig, TobiasLinköpings universitet, Tillämpad matematikLinköpings universitet, Tekniska fakulteten2021Computational MathematicsBeräkningsmatematikThis thesis presents a method for planning patient intake and assignment of treatment personnel at rehabilitative care clinics. The rehabilitation process requires patients to undergo a series of treatments spanning several weeks, requiring therapists of different disciplines. We have developed a two stage mixed-integer programming model which plans when each admitted patient will receive treatment and assigns therapists. In addition, the model provides support to decide when to admit new patients and when to hire additional staff in order to maximise the clinic’s patient throughput. Numerical results based on a real rehabilitation clinic are presented and discussed.  Student thesisinfo:eu-repo/semantics/bachelorThesistexthttp://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-173339application/pdfinfo:eu-repo/semantics/openAccess
collection NDLTD
language English
format Others
sources NDLTD
topic Computational Mathematics
Beräkningsmatematik
spellingShingle Computational Mathematics
Beräkningsmatematik
König, Tobias
Planning of Treatment at Rehabilitation Clinics Using a Two Stage Mixed-Integer Programming Approach
description This thesis presents a method for planning patient intake and assignment of treatment personnel at rehabilitative care clinics. The rehabilitation process requires patients to undergo a series of treatments spanning several weeks, requiring therapists of different disciplines. We have developed a two stage mixed-integer programming model which plans when each admitted patient will receive treatment and assigns therapists. In addition, the model provides support to decide when to admit new patients and when to hire additional staff in order to maximise the clinic’s patient throughput. Numerical results based on a real rehabilitation clinic are presented and discussed. 
author König, Tobias
author_facet König, Tobias
author_sort König, Tobias
title Planning of Treatment at Rehabilitation Clinics Using a Two Stage Mixed-Integer Programming Approach
title_short Planning of Treatment at Rehabilitation Clinics Using a Two Stage Mixed-Integer Programming Approach
title_full Planning of Treatment at Rehabilitation Clinics Using a Two Stage Mixed-Integer Programming Approach
title_fullStr Planning of Treatment at Rehabilitation Clinics Using a Two Stage Mixed-Integer Programming Approach
title_full_unstemmed Planning of Treatment at Rehabilitation Clinics Using a Two Stage Mixed-Integer Programming Approach
title_sort planning of treatment at rehabilitation clinics using a two stage mixed-integer programming approach
publisher Linköpings universitet, Tillämpad matematik
publishDate 2021
url http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-173339
work_keys_str_mv AT konigtobias planningoftreatmentatrehabilitationclinicsusingatwostagemixedintegerprogrammingapproach
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