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Solving a multiprocessor problem by column generation and branch-and-price

dc.contributor.authorDuarte, António J.S.T.
dc.contributor.authorCarvalho, J.M. Valério de
dc.date.accessioned2010-10-21T13:21:26Z
dc.date.available2010-10-21T13:21:26Z
dc.date.issued2010
dc.description.abstractThis work presents an algorithm for solving exactly a scheduling problem with identical parallel machines and malleable tasks, subject to arbitrary release dates and due dates. The objective is to minimize a function of late work and setup costs. A task is malleable if we can freely change the set of machines assigned to its processing over the time horizon. We present an integer programming model, a Dantzig-Wolfe decomposition reformulation and its solution by column generation. We also developed an equivalent network flow model, used for the branching phase. Finally, we carried out extensive computational tests to verify the algorithm’s efficiency and to determine the model’s sensitivity to instance size parameters: the number of machines, the number of tasks and the size of the planning horizon.por
dc.identifier.citationDuarte, António J.S.T. ; Valério de Valério, J. M. ; (2010). Solving a multiprocessor problem by column generation and branch-and-price. In IFAC MCPL. Coimbra.por
dc.identifier.urihttp://hdl.handle.net/10198/2670
dc.language.isoengpor
dc.subjectSchedulingpor
dc.subjectBranch-and-pricepor
dc.titleSolving a multiprocessor problem by column generation and branch-and-pricepor
dc.typeconference paper
dspace.entity.typePublication
oaire.citation.conferencePlaceCoimbrapor
oaire.citation.titleIFAC MCPL 2010por
person.familyNameDuarte
person.givenNameAntónio
person.identifier.ciencia-id9C13-787B-295F
person.identifier.orcid0000-0003-3759-3850
person.identifier.ridH-4473-2011
person.identifier.scopus-author-id36967901400
rcaap.rightsopenAccesspor
rcaap.typeconferenceObjectpor
relation.isAuthorOfPublication40f0f385-492d-4c6c-8949-2480688b1666
relation.isAuthorOfPublication.latestForDiscovery40f0f385-492d-4c6c-8949-2480688b1666

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