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The problems associated with the forward planning of equipment and staff
for the Breast Screening Service are substantial. If it were simply a matter of
taking a demand from a known population and providing the service for this
demand, then it would be quite straightforwards.
However, there are some very
significant additional considerations.
In mathematical terms this is a three dimensional clustering (north, south, time) where there are capacity limits on the Facilities and the time dimension is constrained by both the history and the maximum and minimum times between screenings.
We have the further problems of staffing the Facilities.
The challenges above have addressed using a mixture of Set Covering, Simulation and bespoke Clustering and Time Scheduling algorithms. The client was very satisfied with the results of this work, as can be seen from their Reference . A summary of this project can be seen at Leeds and Wakefield. Project Summary
OPTIMISED RESOURCES : GREATER
PATIENT CARE