Ιδρυματικό Αποθετήριο
Πολυτεχνείο Κρήτης
Πολυτεχνείο Κρήτης
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| URI | http://purl.tuc.gr/dl/dias/A3866ECD-C8D8-466C-B369-E5D47A983799 | - |
| Αναγνωριστικό | https://doi.org/10.1007/978-3-030-38629-0_21 | - |
| Αναγνωριστικό | https://link.springer.com/chapter/10.1007/978-3-030-38629-0_21 | - |
| Γλώσσα | en | - |
| Μέγεθος | 15 pages | en |
| Τίτλος | A novel solution encoding in the Differential Evolution algorithm for optimizing tourist trip design problems | en |
| Δημιουργός | Trachanatzi Dimitra | en |
| Δημιουργός | Τραχανατζη Δημητρα | el |
| Δημιουργός | Rigakis Manousos | en |
| Δημιουργός | Ρηγακης Μανουσος | el |
| Δημιουργός | Taxidou Andromachi | en |
| Δημιουργός | Ταξιδου Ανδρομαχη | el |
| Δημιουργός | Marinaki Magdalini | en |
| Δημιουργός | Μαρινακη Μαγδαληνη | el |
| Δημιουργός | Marinakis Ioannis | en |
| Δημιουργός | Μαρινακης Ιωαννης | el |
| Δημιουργός | Matsatsinis Nikolaos | en |
| Δημιουργός | Ματσατσινης Νικολαος | el |
| Εκδότης | Springer Nature | en |
| Περίληψη | In this paper, a tourist trip design problem is simulated by the Capacitated Team Orienteering Problem (CTOP). The objective of the CTOP is to form feasible solution, as a set of itineraries, that represent a sequence visit of nodes, that maximize the total prize collected from them. Each itinerary is constrained by the vehicle capacity and the total travelled time. The proposed algorithmic framework, the Distance Related Differential Algorithm (DRDE), is a combination of the widely-known Differential Evolution algorithm (DE) and a novel encoding/decoding process, namely the Distance Related (DR). The process is based on the representation of the solution vector by the Euclidean Distance of the included nodes and offers a data-oriented approach to apply the original DE to a discrete optimization problem, such as the CTOP. The efficiency of the proposed algorithm is demonstrated over computational experiments. | en |
| Τύπος | Πλήρης Δημοσίευση σε Συνέδριο | el |
| Τύπος | Conference Full Paper | en |
| Άδεια Χρήσης | http://creativecommons.org/licenses/by/4.0/ | en |
| Ημερομηνία | 2022-05-19 | - |
| Ημερομηνία Δημοσίευσης | 2019 | - |
| Θεματική Κατηγορία | Capacitated Team Orienteering Problem (CTOP) | en |
| Θεματική Κατηγορία | Differential Evolution algorithm | en |
| Θεματική Κατηγορία | DR solution encoding | en |
| Βιβλιογραφική Αναφορά | D. Trachanatzi, M. Rigakis, A. Taxidou, M. Marinaki, Y. Marinakis, and N. Matsatsinis, “A novel solution encoding in the Differential Evolution algorithm for optimizing tourist trip design problems,” in Learning and Intelligent Optimization, vol 11968, Lecture Notes in Computer Science, N. Matsatsinis, Y. Marinakis, P. Pardalos, Eds., Cham, Switzerland: Springer Nature, 2020, pp. 253–267, doi: 10.1007/978-3-030-38629-0_21. | en |
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