BBO in solving complex optimization problems– bullwhip effect reduction in logistics networks

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dc.contributor.authorDziomdziora, Adam
dc.contributor.authorIgnaciuk, Przemysław
dc.date.accessioned2021-10-25T05:52:19Z
dc.date.available2021-10-25T05:52:19Z
dc.date.issued2021
dc.description.abstractThis chapter addresses Biogeography-Based Optimization (BBO) implementation for counteracting the bullwhip effect in logistic systems influenced by uncertain demand. The considered class of systems comprises two types of actors – controlled nodes and external sources – connected by unidirectional links. In this paper, the application of BBO is proposed to support the optimization problem of proper channel allocation in transportation links. BBO allows one to perform simulation-based optimization and provide desirable operating conditions to answer a priori unknown, timevarying demand. The effectiveness of the goods distribution process governed under a base-stock policy includes the objective function of mitigating the bullwhip effect and minimizing transportation costs. The introduced optimization problem is solved using BBO to find an optimal channel allocation matrix for a given topology. The results are verified in extensive simulations of a real-world logistic network.en_EN
dc.identifier.citationDziomdziora A., Ignaciuk P., BBO in solving complex optimization problems– bullwhip effect reduction in logistics networks. W: TEWI 2021 (Technology, Education, Knowledge, Innovation), Wojciechowski A. (Ed.), Napieralski P. (Ed.), Lipiński P. (Ed.)., Seria: Monografie PŁ;Nr 2378, Wydawnictwo Politechniki Łódzkiej, Łódź 2021, s. 37-56, ISBN 978-83-66741-10-2, DOI 10.34658/9788366741102.3.
dc.identifier.doi10.34658/9788366741102.3
dc.identifier.isbn978-83-66741-10-2
dc.identifier.urihttp://hdl.handle.net/11652/4017
dc.identifier.urihttps://doi.org/10.34658/9788366741102.3
dc.language.isoenen_EN
dc.page.numbers. 37-56
dc.publisherWydawnictwo Politechniki Łódzkiejpl_PL
dc.publisherLodz University of Technology Pressen_EN
dc.relation.ispartofWojciechowski A. (Ed.), Napieralski P. (Ed.), Lipiński P. (Ed.)., TEWI 2021 (Technology, Education, Knowledge, Innovation), Seria: Monografie PŁ;Nr 2378, Wydawnictwo Politechniki Łódzkiej, Łódź 2021, ISBN 978-83-66741-10-2, DOI 10.34658/9788366741102.
dc.relation.ispartofseriesMonografie Politechniki Łódzkiej; 2378pl_PL
dc.relation.ispartofseriesLodz University of Technology Monographs; 2378en_EN
dc.rightsFair use conditionen_EN
dc.rightsDla wszystkich w zakresie dozwolonego użytkupl_PL
dc.rights.licenseLUT Licenseen_EN
dc.rights.licenseLicencja PŁpl_PL
dc.subjectbiogeography-based optimizationen_EN
dc.subjectBullwhip effecten_EN
dc.subjectlogistic networksen_EN
dc.subjecttime-delay systemsen_EN
dc.subjectoptymalizacja oparta na biogeografiipl_PL
dc.subjectefekt Bullwhippl_PL
dc.subjectsieci logistycznepl_PL
dc.subjectsystemy opóźnień czasowychpl_PL
dc.titleBBO in solving complex optimization problems– bullwhip effect reduction in logistics networksen_EN
dc.typeRozdział książkipl_PL
dc.typeBook chapteren_EN

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