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A hybrid clonal selection algorithm for the location routing problem with stochastic demands

Marinakis Ioannis, Marinaki Magdalini, Mygdalas Athanasios

Απλή Εγγραφή


URIhttp://purl.tuc.gr/dl/dias/6DCB4A0A-7B32-47E9-BFF7-FBF32B64CC43-
Αναγνωριστικόhttps://link.springer.com/article/10.1007%2Fs10472-014-9441-7-
Αναγνωριστικόhttps://doi.org/10.1007/s10472-014-9441-7-
Γλώσσαen-
Μέγεθος22 pagesen
ΤίτλοςA hybrid clonal selection algorithm for the location routing problem with stochastic demandsen
ΔημιουργόςMarinakis Ioannisen
ΔημιουργόςΜαρινακης Ιωαννηςel
ΔημιουργόςMarinaki Magdalinien
ΔημιουργόςΜαρινακη Μαγδαληνηel
ΔημιουργόςMygdalas Athanasiosen
ΔημιουργόςΜυγδαλας Αθανασιοςel
ΕκδότηςSpringer Netherlandsen
ΠερίληψηIn this paper, a new formulation of the Location Routing Problem with Stochastic Demands is presented. The problem is treated as a two phase problem where in the first phase it is determined which depots will be opened and which customers will be assigned to them while in the second phase, for each of the open depots a Vehicle Routing Problem with Stochastic Demands is solved. For the solution of the problem a Hybrid Clonal Selection Algorithm is applied, where, in the two basic phases of the Clonal Selection Algorithm, a Variable Neighborhood Search algorithm and an Iterated Local Search algorithm respectively have been utilized. As there are no benchmark instances in the literature for this form of the problem, a number of new test instances have been created based on instances of the Capacitated Location Routing Problem. The algorithm is compared with both other variants of the Clonal Selection Algorithm and other evolutionary algorithms.en
ΤύποςPeer-Reviewed Journal Publicationen
ΤύποςΔημοσίευση σε Περιοδικό με Κριτέςel
Άδεια Χρήσηςhttp://creativecommons.org/licenses/by/4.0/en
Ημερομηνία2018-10-29-
Ημερομηνία Δημοσίευσης2016-
Θεματική ΚατηγορίαClonal selection algorithmen
Θεματική ΚατηγορίαIterated local searchen
Θεματική ΚατηγορίαLocation routing problem with stochastic demandsen
Θεματική ΚατηγορίαVariable neighborhood searchen
Βιβλιογραφική ΑναφοράY. Marinakis, M. Marinaki and A. Migdalas, "A hybrid clonal selection algorithm for the location routing problem with stochastic demands," Ann. Math. Artif. Intel., vol. 76, no. 1-2, pp. 121-142, Feb. 2016. doi: 10.1007/s10472-014-9441-7en

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