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IMPROVING THE OPERATIONS PERFORMANCE OF A CHEMOTHERAPY CLINIC: A TWO-PHASE APPROACH.

Authors :
Alabdulkarim, A.
Source :
South African Journal of Industrial Engineering. Dec2018, Vol. 29 Issue 4, p45-52. 8p.
Publication Year :
2018

Abstract

The increasing number of cancer patients, coupled with the development and use of new, efficient medications, has increased the demand for cancer service care. Outpatient chemotherapy clinics (OCCs) are complex facilities, due to the large variability in treatment durations resulting from different cancer types and chemotherapy protocols under limited resources. In this paper we address the operations planning problem encountered by OCCs, of optimally assigning the first days of treatment for a set of new patients in tandem with the presence of existing patients. We propose a two-phase approach to optimise the start days of a set of new patients. In the first stage, a system dynamics (SD) simulation model, adapted from the literature, is used to find the critical days for the new patients -- i.e., the upper bounds by which patients must begin treatment. The optimal start days are then determined using a new mixed-integer programming (MIP) model. The results show that the optimal start days can be effectively prioritised and evaluated using simulation and mathematical programming. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
1012277X
Volume :
29
Issue :
4
Database :
Academic Search Index
Journal :
South African Journal of Industrial Engineering
Publication Type :
Academic Journal
Accession number :
133573588
Full Text :
https://doi.org/10.7166/29-4-1941