Vehicle Routing Optimization

Graduate Thesis uoadl:2922549 180 Read counter

Unit:
Department of Informatics and Telecommunications
Πληροφορική
Deposit date:
2020-09-15
Year:
2020
Author:
KOUTSOVASILIS NIKOLAOS
Supervisors info:
Ιωάννης Εμίρης, καθηγητής, τμήμα Πληροφορικής και Τηλ/νιών, ΕΚΠΑ
Original Title:
Vehicle Routing Optimization
Languages:
English
Greek
Translated title:
Vehicle Routing Optimization
Summary:
This thesis aims to find optimal routes, with data given by an oil transfer company, in
order to minimize number of kilometres and, in general, minimize total cost of fuel transfer
from central fuel depot in Athens, to gas stations in Central and Southern Greece and
some islands as well. For the implementation we used Google’s or-tools library which is a
library focused on operations research and provides constraint and routing solvers which
we utilized to achieve our goal. Our next step was to model the problem and its constraints
with or-tools. Indicative constraints are the time windows when gas stations are able to
receive fuels, a few safety constraints such as that the first compartment of each vehicle
has to be filled at least 90% of its volume, and the fact that large compartments have to be
filled more than 80% or less than 20% of their volume. There are 6 different vehicle types,
depending on the size and the ability to carry a tractor. The available veihicles have to be
routed in such a way, that all constraints are met and the transfer cost, which is affected
by the number of kilometres and stops, is minimum. The solution found by our application,
is better and faster than those that humans found by hand.
Main subject category:
Technology - Computer science
Keywords:
VRP, TSP, or-tools
Index:
Yes
Number of index pages:
1
Contains images:
Yes
Number of references:
3
Number of pages:
31
koutsovasilis_thesis.pdf (346 KB) Open in new window