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Optimising the scheduling and planning of urban milk deliveries.

Urquhart, Neil B

Authors



Contributors

Antonio M Mora
Editor

Giovanni Squillero
Editor

Abstract

This paper investigates the optimisation of the delivery of dairy products to households in three urban areas. The requirement for the optimisation to be part of the existing business process has determined the approach taken. The solution is maintained in an existing customer database, with manual amendments as customers are added and deleted. The optimisation challenge is to take this solution, reduce the distance travelled, and balance the load across rounds making the minimum number of changes to the delivery network. The approach taken utilises an Evolutionary Algorithm for ordering deliveries and a multi-agent approach to reassigning deliveries between rounds. The case study suggests that distance travelled may be reduced by up to 19%, the deviation between round lengths may be considerably reduced, with only 10 % of customers being moved between rounds.

Presentation Conference Type Conference Paper (Published)
Conference Name European Conference on the Applications of Evolutionary Computation EvoApplications 2015
Start Date Apr 8, 2015
End Date Apr 10, 2015
Acceptance Date Jan 9, 2015
Publication Date Mar 17, 2015
Deposit Date Mar 23, 2015
Publisher Springer
Peer Reviewed Peer Reviewed
Volume 9028
Pages 604-615
Series Title Lecture Notes in Computer Science
Series Number 9028
Series ISSN 0302-9743
Book Title Applications of Evolutionary Computation
ISBN 978-3-319-16548-6
DOI https://doi.org/10.1007/978-3-319-16549-3_49
Keywords Evolutionary algorithm; route optimisation;
Public URL http://researchrepository.napier.ac.uk/id/eprint/7683
Publisher URL http://dx.doi.org/10.1007/978-3-319-16549-3_49