Παρακαλώ χρησιμοποιήστε αυτό το αναγνωριστικό για να παραπέμψετε ή να δημιουργήσετε σύνδεσμο προς αυτό το τεκμήριο:
https://hdl.handle.net/20.500.14279/30835
Τίτλος: | Ant Colony optimization for the Electric Vehicle Routing Problem | Συγγραφείς: | Mavrovouniotis, Michalis Ellinas, Georgios Polycarpou, Marios M. |
Major Field of Science: | Natural Sciences | Field Category: | Computer and Information Sciences | Λέξεις-κλειδιά: | Ant colony optimization;electric vehicle;vehicle routing problem | Ημερομηνία Έκδοσης: | 2-Ιου-2018 | Πηγή: | 8th IEEE Symposium Series on Computational Intelligence, SSCI 2018, Bangalore, India, 18 - 21 November 2018 | Conference: | Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018 | Περίληψη: | Ant colony optimization (ACO) algorithms have proved to be powerful tools to solve difficult optimization problems. In this paper, ACO is applied to the electric vehicle routing problem (EVRP). New challenges arise with the consideration of electric vehicles instead of conventional vehicles because their energy level is affected by several uncertain factors. Therefore, a feasible route of an electric vehicle (EV) has to consider visit(s) to recharging station(s) during its daily operation (if needed). A look ahead strategy is incorporated into the proposed ACO for EVRP (ACO-EVRP) that estimates whether at any time EVs have within their range a recharging station. From the simulation results on several benchmark problems it is shown that the proposed ACO-EVRP approach is able to output feasible routes, in terms of energy, for a fleet of EVs. | URI: | https://hdl.handle.net/20.500.14279/30835 | ISBN: | 9781538692769 | DOI: | 10.1109/SSCI.2018.8628831 | Rights: | © IEEE | Type: | Conference Papers | Affiliation: | University of Cyprus |
Εμφανίζεται στις συλλογές: | Άρθρα/Articles |
CORE Recommender
SCOPUSTM
Citations
20
32
checked on 14 Μαρ 2024
Page view(s) 20
107
Last Week
0
0
Last month
16
16
checked on 31 Αυγ 2024
Google ScholarTM
Check
Altmetric
Όλα τα τεκμήρια του δικτυακού τόπου προστατεύονται από πνευματικά δικαιώματα