An efficient lexicographic approach to solve multi-objective multi-port fabric dyeing machine planning problem

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dc.authorid0000-0003-3868-1860
dc.contributor.authorDemir, Yunus
dc.date.accessioned2026-02-12T21:05:22Z
dc.date.available2026-02-12T21:05:22Z
dc.date.issued2023
dc.departmentBursa Teknik Üniversitesi
dc.description.abstractIn this study, the fabric dyeing process in a towel manufacturing factory is investigated, focusing on the batching of towel fabric bolts with different quantities and features belonging to different orders in multi-port dyeing machines. This research differs from previous studies in several aspects. Firstly, it is considered three different objectives: total tardiness, total number of washes (sequence-dependent setups), and total machine fixed cost. These objectives have not been simultaneously optimized in previous studies, making our approach unique. Secondly, we adopt a lexicographic optimization approach to prioritize these objectives according to the company's requirements. This allows to find solutions that are optimal in terms of one objective while satisfying the constraints imposed by the other objectives. Lastly, it is proposed a novel lexicographic multi-objective genetic algorithm, which extends the traditional single-objective genetic algorithm, to effectively solve large-sized problems. Overall, our study not only addresses a real-life problem in the textile industry but also introduces innovative techniques and approaches for optimizing multiple objectives in a scheduling context. & COPY; 2023 Elsevier B.V. All rights reserved.
dc.identifier.doi10.1016/j.asoc.2023.110541
dc.identifier.issn1568-4946
dc.identifier.issn1872-9681
dc.identifier.scopus2-s2.0-85163986171
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://doi.org/10.1016/j.asoc.2023.110541
dc.identifier.urihttps://hdl.handle.net/20.500.12885/6929
dc.identifier.volume144
dc.identifier.wosWOS:001054832100001
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherElsevier
dc.relation.ispartofApplied Soft Computing
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_WoS_20260212
dc.subjectFabric dyeing
dc.subjectMulti-objective lexicographic optimization
dc.subjectInteger programming
dc.subjectMeta-heuristics
dc.titleAn efficient lexicographic approach to solve multi-objective multi-port fabric dyeing machine planning problem
dc.typeArticle

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