2017-06-14T09:58:03 n11006

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

text
Queensland, Australia

Publications

Research areas

Hospital Scheduling

Cite this collection

An Integrated Approach for Scheduling Health Care Activities in a Hospital - Companion Data
Burdett,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

Licence


Creative Commons Attribution 4.0 (CC-BY)
http://creativecommons.org/licenses/by/4.0/

Copyright

©

Connections

Has principal investigator
Erhan Kozan  (Researcher)

Contacts

Name: Dr Robert Burdett

Other

Date record created:
2017-06-06T08:13:57
Date record modified:
2017-06-14T09:58:03
Record status:
Published - Open Access