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

Marinakis Ioannis, Marinaki Magdalini, Mygdalas Athanasios

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URIhttp://purl.tuc.gr/dl/dias/6DCB4A0A-7B32-47E9-BFF7-FBF32B64CC43-
Identifierhttps://link.springer.com/article/10.1007%2Fs10472-014-9441-7-
Identifierhttps://doi.org/10.1007/s10472-014-9441-7-
Languageen-
Extent22 pagesen
TitleA hybrid clonal selection algorithm for the location routing problem with stochastic demandsen
CreatorMarinakis Ioannisen
CreatorΜαρινακης Ιωαννηςel
CreatorMarinaki Magdalinien
CreatorΜαρινακη Μαγδαληνηel
CreatorMygdalas Athanasiosen
CreatorΜυγδαλας Αθανασιοςel
PublisherSpringer Netherlandsen
Content SummaryIn 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
Type of ItemPeer-Reviewed Journal Publicationen
Type of ItemΔημοσίευση σε Περιοδικό με Κριτέςel
Licensehttp://creativecommons.org/licenses/by/4.0/en
Date of Item2018-10-29-
Date of Publication2016-
SubjectClonal selection algorithmen
SubjectIterated local searchen
SubjectLocation routing problem with stochastic demandsen
SubjectVariable neighborhood searchen
Bibliographic CitationY. 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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