Load dependent lead time modelling: a robust optimization approach
dc.contributor.author | Albey, Erinç | |
dc.contributor.author | Yanıkoğlu, İhsan | |
dc.contributor.author | Uzsoy, R. | |
dc.date.accessioned | 2019-01-15T10:35:19Z | |
dc.date.available | 2019-01-15T10:35:19Z | |
dc.date.issued | 2018-01-04 | |
dc.identifier.isbn | 978-153863428-8 | |
dc.identifier.issn | 0891-7736 | |
dc.identifier.uri | http://hdl.handle.net/10679/6102 | |
dc.identifier.uri | https://ieeexplore.ieee.org/document/8248067/authors#authors | |
dc.description | Due to copyright restrictions, the access to the full text of this article is only available via subscription. | |
dc.description.abstract | Although production planning models using nonlinear CFs have shown promising results for semiconductor wafer fabrication facilities, the lack of an effective methodology for estimating the CFs is a significant obstacle to their implementation. Current practice focuses on developing point estimates using least-squares regression approaches. This paper compares the performance of a production planning model using a multi-dimensional CF and its robust counterpart under several experimental settings. As expected, as the level of uncertainty is increased, the resulting production plan deviates from the optimal solution of the deterministic model. On the other hand, production plans found using the robust counterpart are less vulnerable to parameter estimation errors. | en_US |
dc.language.iso | eng | en_US |
dc.publisher | IEEE | en_US |
dc.relation.ispartof | 2017 Winter Simulation Conference (WSC) | |
dc.rights | restrictedAccess | |
dc.title | Load dependent lead time modelling: a robust optimization approach | en_US |
dc.type | Conference paper | en_US |
dc.publicationstatus | Published | en_US |
dc.contributor.department | Özyeğin University | |
dc.contributor.authorID | (ORCID 0000-0001-5004-0578 & YÖK ID 144710) Albey, Erinç | |
dc.contributor.authorID | (ORCID 0000-0002-7216-4739 & YÖK ID 234526) Yanıkoğlu, İhsan | |
dc.contributor.ozuauthor | Albey, Erinç | |
dc.contributor.ozuauthor | Yanıkoğlu, İhsan | |
dc.identifier.startpage | 3531 | en_US |
dc.identifier.endpage | 3542 | en_US |
dc.identifier.wos | WOS:000427768603064 | |
dc.identifier.doi | 10.1109/WSC.2017.8248067 | en_US |
dc.subject.keywords | Planning | en_US |
dc.subject.keywords | Optimization | en_US |
dc.subject.keywords | Production planning | en_US |
dc.subject.keywords | Uncertainty | en_US |
dc.subject.keywords | Data models | en_US |
dc.subject.keywords | Throughput | en_US |
dc.identifier.scopus | SCOPUS:2-s2.0-85044521132 | |
dc.contributor.authorMale | 2 | |
dc.relation.publicationcategory | Conference Paper - International - Institutional Academic Staff |
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