A clonal selection algorithm to minimize reshuffling in container stacking operations

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dc.contributor.authorCarraro L.A.
dc.contributor.authorDe Castro L.N.
dc.date.accessioned2024-03-13T01:07:12Z
dc.date.available2024-03-13T01:07:12Z
dc.date.issued2012
dc.description.abstractA container is a widely used solution for the cargo storage to be transported between ports, playing a central role in international trade. Consequently, ships grew in size in order to maximize their container transportation capacity in each trip. Due to increasing demand, container terminals face the challenges of increasing their service capacity and optimizing the loading and unloading time of ships. This paper presents the proposal of a novel meta-heuristic based on the Clonal Selection Algorithm, named MRCLONALG, to minimize the number of reshuffles in operations involving piles of containers. The performance of the proposed model was evaluated through simulations and results compared with those obtained by algorithms from the literature under the same test conditions. The results show that MRCLONALG is competitive in terms of minimizing the need of reshuffles, besides presenting a reduced processing time compared with models of similar performance. © 2012 IEEE.
dc.identifier.doi10.1109/CEC.2012.6252946
dc.identifier.urihttps://dspace.mackenzie.br/handle/10899/36759
dc.relation.ispartof2012 IEEE Congress on Evolutionary Computation, CEC 2012
dc.rightsAcesso Restrito
dc.subject.otherlanguageclonal selection artificial immune system
dc.subject.otherlanguageoptimization
dc.subject.otherlanguagereshuffles
dc.subject.otherlanguageterminal planning
dc.titleA clonal selection algorithm to minimize reshuffling in container stacking operations
dc.typeArtigo de evento
local.scopus.citations2
local.scopus.eid2-s2.0-84866850738
local.scopus.subjectArtificial Immune System
local.scopus.subjectCargo storage
local.scopus.subjectClonal selection algorithms
local.scopus.subjectContainer terminal
local.scopus.subjectContainer transportation
local.scopus.subjectLoading and unloading
local.scopus.subjectMetaheuristic
local.scopus.subjectProcessing time
local.scopus.subjectreshuffles
local.scopus.subjectService capacity
local.scopus.subjectTerminal Planning
local.scopus.subjectTest condition
local.scopus.updated2024-05-01
local.scopus.urlhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84866850738&origin=inward
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