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Ιδρυματικό Αποθετήριο [SANDBOX]
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Πολυτεχνείο Κρήτης
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| URI | http://purl.tuc.gr/dl/dias/F5CBEA79-58D3-45E2-96DA-E1C8062331FD | - |
| Αναγνωριστικό | https://doi.org/10.1016/j.cie.2021.107868 | - |
| Αναγνωριστικό | https://www.sciencedirect.com/science/article/pii/S0360835221007725 | - |
| Γλώσσα | en | - |
| Μέγεθος | 18 pages | en |
| Τίτλος | A hybrid Tabu search – variable neighborhood descent algorithm for the cumulative capacitated vehicle routing problem with time windows in humanitarian applications | en |
| Δημιουργός | Kyriakakis Nikolaos-Antonios | en |
| Δημιουργός | Κυριακακης Νικολαος-Αντωνιος | el |
| Δημιουργός | Sevastopoulos Ioanni | en |
| Δημιουργός | Σεβαστοπουλος Ιωαννη | el |
| Δημιουργός | Marinaki Magdalini | en |
| Δημιουργός | Μαρινακη Μαγδαληνη | el |
| Δημιουργός | Marinakis Ioannis | en |
| Δημιουργός | Μαρινακης Ιωαννης | el |
| Εκδότης | Elsevier | en |
| Περίληψη | The paper presents a Hybrid Tabu Search - Variable Neighborhood Descent (HTS-VND) metaheuristic algorithm for the Cumulative Capacitated Vehicle Routing Problem with Time Windows (CCVRPTW). The algorithm is also used to solve the Cumulative Capacitated Vehicle Routing Problem (CCVRP) without the time widow constraints. Its effectiveness is tested against well known benchmark instances from the literature and the results are compared with the results of other state-of-the-art approaches. The proposed metaheuristic was able to find new best known solutions in two instances of the CCVRP. For the CCVRPTW, two additional algorithms, a Tabu Search algorithm and a Variable Neighborhood Descent algorithm, were implemented to provide benchmark values for results obtained with HTS-VND. Overall, on the 92 CCVRP instances tested, the best known solutions were reached in 84 of them. For the CCVRPTW, 56 instances were tested and the proposed HTS-VND obtained better results than the two pure implementations, reaching the instance specified number of vehicles in 41 of them. The paper also provides solution cost values for the CCVRPTW, which are not included in approaches in the literature. | en |
| Τύπος | Peer-Reviewed Journal Publication | en |
| Τύπος | Δημοσίευση σε Περιοδικό με Κριτές | el |
| Άδεια Χρήσης | http://creativecommons.org/licenses/by/4.0/ | en |
| Ημερομηνία | 2024-05-29 | - |
| Ημερομηνία Δημοσίευσης | 2022 | - |
| Θεματική Κατηγορία | Cumulative Capacitated Vehicle Routing Problem | en |
| Θεματική Κατηγορία | Humanitarian Supply Chain Management | en |
| Θεματική Κατηγορία | Tabu Search | en |
| Θεματική Κατηγορία | Path Relinking | en |
| Βιβλιογραφική Αναφορά | N. A. Kyriakakis, I. Sevastopoulos, M. Marinaki, and Y. Marinakis, “A hybrid Tabu search – variable neighborhood descent algorithm for the cumulative capacitated vehicle routing problem with time windows in humanitarian applications,” Comput. Ind. Eng., vol. 164, Feb. 2022, doi: 10.1016/j.cie.2021.107868. | en |
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