An Implementation of Flexible Job Shop Scheduling Problem in a Metal Processing Company
| dc.contributor.author | Ali Ozan Özkul | |
| dc.contributor.author | Gamze Küçük | |
| dc.contributor.author | Ceren Çelik | |
| dc.contributor.author | Nevzatcem Öztuna | |
| dc.contributor.author | Mert Demirkan | |
| dc.contributor.author | Ezgi Çağlar Nizam | |
| dc.contributor.author | Yıldırımşan Büyükmertoğlu | |
| dc.contributor.author | Damla Yüksel | |
| dc.contributor.author | Ayhan Özgür Toy | |
| dc.contributor.author | Nizam, Ezgi Çağlar | |
| dc.contributor.author | Demirkan, Mert | |
| dc.contributor.author | Küçük, Gamze | |
| dc.contributor.author | Öztuna, Nevzatcem | |
| dc.contributor.author | Özkul, Ali Ozan | |
| dc.contributor.author | Toy, Ayhan Özgür | |
| dc.contributor.author | Çelik, Ceren | |
| dc.contributor.editor | N.M. Durakbasa , M.G. Gençyılmaz | |
| dc.date.accessioned | 2025-10-06T17:50:46Z | |
| dc.date.issued | 2021 | |
| dc.description.abstract | In this study we consider the flexible job-shop scheduling problem at a local metal sheet processing company. We aim to develop a model and an algorithm to generate a weekly production plan for the company. The objective is to minimize the makespan while meeting the demands of products for a given planning horizon. First we provide an LP formulation of this problem. The computational complexity of the problem is NP-hard hence the input data prohibits obtaining the optimal solution in a reasonable time. Therefore we implement a metaheuristic and several rule-based heuristics. These are Genetic Algorithm Giffler and Thompson’s Algorithm and three other Rule-Based Heuristic Algorithms that we developed. We first test our model and heuristics over a set of sample instances then we solve for the real data. Our experimental study indicates that one of the rule-based heuristics we developed outperforms others in most of the instances. © 2020 Elsevier B.V. All rights reserved. | |
| dc.description.sponsorship | Acknowledgment. This study is supported by TUBITAK (The Scientific and Technological Research Council of Turkey) in the program of “2209-B Undergraduate Research Projects for Industrial Applications Fellowship Program”. We would like to thank Bekir Fatih Ural for his support as the company advisor. Also, we are grateful to the company for their co-operation during the whole process. | |
| dc.description.sponsorship | TUBITAK; Türkiye Bilimsel ve Teknolojik Araştirma Kurumu, TÜBITAK | |
| dc.identifier.doi | 10.1007/978-3-030-62784-3_68 | |
| dc.identifier.isbn | 9789819650583, 9783031991585, 9783031948886, 9789819667314, 9789811937156, 9783030703318, 9789811622779, 9789811969447, 9789819701056, 9789819748051 | |
| dc.identifier.isbn | 9783030627836 | |
| dc.identifier.issn | 21954364, 21954356 | |
| dc.identifier.issn | 2195-4356 | |
| dc.identifier.scopus | 2-s2.0-85096491434 | |
| dc.identifier.uri | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85096491434&doi=10.1007%2F978-3-030-62784-3_68&partnerID=40&md5=32739a92c1b2c6e4a4dc0f89e3eecfb4 | |
| dc.identifier.uri | https://gcris.yasar.edu.tr/handle/123456789/9107 | |
| dc.identifier.uri | https://doi.org/10.1007/978-3-030-62784-3_68 | |
| dc.language.iso | English | |
| dc.publisher | Springer Science and Business Media Deutschland GmbH | |
| dc.relation.ispartof | International Symposium for Production Research ISPR 2020 | |
| dc.rights | info:eu-repo/semantics/closedAccess | |
| dc.source | Lecture Notes in Mechanical Engineering | |
| dc.subject | Decision Support System, Flexible Job-shop Scheduling, Genetic Algorithm, Giffler And Thompson’s Algorithm, Meta-heuristics, Optimization | |
| dc.subject | Genetic Algorithm | |
| dc.subject | Giffler and Thompson’s Algorithm | |
| dc.subject | Flexible Job-Shop Scheduling | |
| dc.subject | Optimization | |
| dc.subject | Meta-heuristics | |
| dc.subject | Decision Support System | |
| dc.title | An Implementation of Flexible Job Shop Scheduling Problem in a Metal Processing Company | |
| dc.type | Conference Object | |
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| gdc.description.departmenttemp | [Özkul A.O.] Department of Industrial Engineering, Yaşar University, İzmir, Turkey; [Küçük G.] Department of Industrial Engineering, Yaşar University, İzmir, Turkey; [Çelik C.] Department of Industrial Engineering, Yaşar University, İzmir, Turkey; [Öztuna N.] Department of Industrial Engineering, Yaşar University, İzmir, Turkey; [Demirkan M.] Department of Industrial Engineering, Yaşar University, İzmir, Turkey; [Nizam E.Ç.] Department of Industrial Engineering, Yaşar University, İzmir, Turkey; [Büyükmertoğlu Y.] Department of Industrial Engineering, Yaşar University, İzmir, Turkey; [Yüksel D.] Department of Industrial Engineering, Yaşar University, İzmir, Turkey; [Toy A.Ö.] Department of Industrial Engineering, Yaşar University, İzmir, Turkey | |
| gdc.description.endpage | 830 | |
| gdc.description.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | |
| gdc.description.startpage | 817 | |
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| gdc.virtual.author | Toy, Ayhan Özgür | |
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| person.identifier.scopus-author-id | Özkul- Ali Ozan (57220008745), Küçük- Gamze (57191663432), Çelik- Ceren (57220010454), Öztuna- Nevzatcem (57220007491), Demirkan- Mert (57220008734), Nizam- Ezgi Çağlar (57220009384), Büyükmertoğlu- Yıldırımşan (57220003645), Yüksel- Damla (57212210455), Toy- Ayhan Özgür (14521673500) | |
| project.funder.name | Acknowledgment. This study is supported by TUBITAK (The Scientific and Technological Research Council of Turkey) in the program of “2209-B Undergraduate Research Projects for Industrial Applications Fellowship Program”. We would like to thank Bekir Fatih Ural for his support as the company advisor. Also we are grateful to the company for their co-operation during the whole process. | |
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