2017-07-18T12:37:03 n7946

An integrated approach for scheduling health care activities in a hospital

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To effectively utilise hospital beds, operating rooms (OR) and other treatment spaces, it is necessary to precisely plan patient admissions and treatments in advance. As patient treatment and recovery times are unequal and uncertain, this is not easy. In response a sophisticated flexible job-shop scheduling (FJSS) model is introduced, whereby patients, beds, hospital wards and health care activities are respectively treated as jobs, single machines, parallel machines and operations. Our approach is novel because an entire hospital is describable and schedulable in one integrated approach. The scheduling model can be used to recompute timings after deviations, delays, postponements and cancellations. It also includes advanced conditions such as activity and machine setup times, transfer times between activities, blocking limitations and no wait conditions, timing and occupancy restrictions, buffering for robustness, fixed activities and sequences, release times and strict deadlines. To solve the FJSS problem, constructive algorithms and hybrid meta-heuristics have been developed. Our numerical testing shows that the proposed solution techniques are capable of solving problems of real world size. This outcome further highlights the value of the scheduling model and its potential for integration into actual hospital information systems.

Access rights

Open Access

Geographical area of data collection

kmlPolyCoords
152.991212,-27.506972

Publications

Burdett, Robert L. & Kozan, Erhan (2017) An integrated approach for scheduling health care activities in a hospital. European Journal of Operational Research. (In Press) https://eprints.qut.edu.au/107724/

Research areas

Hospital Scheduling

Cite this collection

Burett,Robert. (2017): An integrated approach for scheduling health care activities in a hospital. [Queensland University of Technology]. http://dx.doi.org/10.4225/09/593f6d509dbd4

Copyright

© Queensland University of Technology, 2017

Dates of data collection

From 2014 to 2017

Connections

Has association with
Erhan Kozan  (Researcher)
Has principal investigator
Robert Burdett  (Researcher)
Is output of

Contacts

Name: Dr Robert Burdett

Other

Date record created:
2017-07-17T09:37:49
Date record modified:
2017-07-18T12:37:03
Record status:
Published - Open Access