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- Publisher Website: 10.1016/j.cie.2023.109370
- Scopus: eid_2-s2.0-85162146678
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Article: Multi-period scheduling problem of combination of home health care and outpatient services: based on Chinese family doctor contract services
Title | Multi-period scheduling problem of combination of home health care and outpatient services: based on Chinese family doctor contract services |
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Authors | |
Keywords | Home health care Multi-period scheduling Outpatient service Routing Tabu search |
Issue Date | 29-Aug-2023 |
Publisher | Elsevier |
Citation | Computers and Industrial Engineering, 2023, v. 182 How to Cite? |
Abstract | Inspired by the service mode of family doctor contract service in China, this paper presents a multi-period problem of the combination of home health care and outpatient service over a planning horizon of multiple days. In the planning horizon, patients receive services with fixed frequencies and have different preferences for different dates. Taking the patients' service date regulations and doctors' working regulations into account, we propose a mixed-integer nonlinear and convex programming model, which aims to minimize the total operating costs and maximize the patients' preference satisfaction. A hybrid tabu search algorithm with an embedded shake procedure is designed to solve the problem. Numerical experiment results imply that the hybrid tabu search algorithm performs well when compared with the exact method on small instances, and it can also provide higher quality solutions when compared with variable neighborhood search method. We also analyze problem properties and parameter sensitivities through some small instances. |
Persistent Identifier | http://hdl.handle.net/10722/338031 |
ISSN | 2023 Impact Factor: 6.7 2023 SCImago Journal Rankings: 1.701 |
ISI Accession Number ID |
DC Field | Value | Language |
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dc.contributor.author | Xiang, Ting | - |
dc.contributor.author | Li, Yanfeng | - |
dc.contributor.author | Szeto, Wai Yuen | - |
dc.date.accessioned | 2024-03-11T10:25:44Z | - |
dc.date.available | 2024-03-11T10:25:44Z | - |
dc.date.issued | 2023-08-29 | - |
dc.identifier.citation | Computers and Industrial Engineering, 2023, v. 182 | - |
dc.identifier.issn | 0360-8352 | - |
dc.identifier.uri | http://hdl.handle.net/10722/338031 | - |
dc.description.abstract | <p>Inspired by the service mode of family doctor contract service in China, this paper presents a multi-period problem of the combination of home health care and outpatient service over a planning horizon of multiple days. In the planning horizon, patients receive services with fixed frequencies and have different preferences for different dates. Taking the patients' service date regulations and doctors' working regulations into account, we propose a mixed-integer nonlinear and convex programming model, which aims to minimize the total operating costs and maximize the patients' preference satisfaction. A hybrid tabu search algorithm with an embedded shake procedure is designed to solve the problem. Numerical experiment results imply that the hybrid tabu search algorithm performs well when compared with the exact method on small instances, and it can also provide higher quality solutions when compared with variable neighborhood search method. We also analyze problem properties and parameter sensitivities through some small instances.<br></p> | - |
dc.language | eng | - |
dc.publisher | Elsevier | - |
dc.relation.ispartof | Computers and Industrial Engineering | - |
dc.subject | Home health care | - |
dc.subject | Multi-period scheduling | - |
dc.subject | Outpatient service | - |
dc.subject | Routing | - |
dc.subject | Tabu search | - |
dc.title | Multi-period scheduling problem of combination of home health care and outpatient services: based on Chinese family doctor contract services | - |
dc.type | Article | - |
dc.identifier.doi | 10.1016/j.cie.2023.109370 | - |
dc.identifier.scopus | eid_2-s2.0-85162146678 | - |
dc.identifier.volume | 182 | - |
dc.identifier.isi | WOS:001054722200001 | - |
dc.identifier.issnl | 0360-8352 | - |