Optimal Scheduling of Customer Service Personnel in a Call Centre
Publicerad
Författare
Typ
Examensarbete för masterexamen
Master's Thesis
Master's Thesis
Modellbyggare
Tidskriftstitel
ISSN
Volymtitel
Utgivare
Sammanfattning
This project has studied the ability to schedule staff in customer service at Telia
Sverige AB using a well-known optimisation algorithm called ‘column generation’.
Two mathematical models have been constructed, one for obtaining the amount of
shifts required to satisfy the given demand and to which the column generation
algorithm is applied, the other for distributing those shifts among employees. Also,
one way of generating shifts is presented in detail, involving repeatedly solving a
shortest path problem for a weighted, directed graph. The objective of this project
was to see how well a more optimisation-based approach compares to the already
in-use system at the company. After obtaining the results it was concluded that an
optimisation-based approach works quite well for problems of this nature, but that
additional real-world parameters need to be taken into account before the model
can be used in a call centre
Beskrivning
Ämne/nyckelord
Mathematical optimisation, column generation, scheduling problem, call centre optimisation, shortest path problem