[{"title":"Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]","file_date_updated":"2024-03-14T11:32:13Z","supervisor":[{"first_name":"Sebastian","full_name":"Trojahn, Sebastian","last_name":"Trojahn"}],"date_created":"2024-03-14T11:32:15Z","user_id":"220548","main_file_link":[{"open_access":"1","url":"http://dx.doi.org/10.25673/115290"}],"alternative_id":["5468"],"file":[{"date_created":"2024-03-14T11:32:13Z","creator":"fgrumbach1","success":1,"date_updated":"2024-03-14T11:32:13Z","content_type":"application/pdf","file_name":"Diss_FGrumbach_2024_Final.pdf","file_size":7859995,"file_id":"4393","relation":"main_file","access_level":"open_access"}],"type":"dissertation","publication_identifier":{"eisbn":["978-3-96057-174-2"]},"oa":"1","tmp":{"short":"CC BY (4.0)","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","image":"/images/cc_by.png"},"has_accepted_license":"1","publication_status":"published","keyword":["Produktionsplanung und -steuerung","Operations Research","Machine Learning","Reinforcement Learning"],"urn":"urn:nbn:de:hbz:bi10-43927","status":"public","place":"Bernburg","author":[{"first_name":"Felix","id":"243801","orcid_put_code_url":"https://api.orcid.org/v2.0/0000-0001-6348-7897/work/156390666","orcid":"0000-0001-6348-7897","full_name":"Grumbach, Felix","last_name":"Grumbach"}],"citation":{"alphadin":"<span style=\"font-variant:small-caps;\">Grumbach, Felix</span>: <i>Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]</i>. Bernburg : Universitäts- und Landesbibliothek Sachsen-Anhalt, 2024","apa":"Grumbach, F. (2024). <i>Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]</i>. Bernburg: Universitäts- und Landesbibliothek Sachsen-Anhalt. <a href=\"https://doi.org/10.25673/115290\">https://doi.org/10.25673/115290</a>","bibtex":"@book{Grumbach_2024, place={Bernburg}, title={Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]}, DOI={<a href=\"https://doi.org/10.25673/115290\">10.25673/115290</a>}, publisher={Universitäts- und Landesbibliothek Sachsen-Anhalt}, author={Grumbach, Felix}, year={2024} }","ieee":"F. Grumbach, <i>Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]</i>. Bernburg: Universitäts- und Landesbibliothek Sachsen-Anhalt, 2024.","mla":"Grumbach, Felix. <i>Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]</i>. Universitäts- und Landesbibliothek Sachsen-Anhalt, 2024, doi:<a href=\"https://doi.org/10.25673/115290\">10.25673/115290</a>.","ama":"Grumbach F. <i>Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]</i>. Bernburg: Universitäts- und Landesbibliothek Sachsen-Anhalt; 2024. doi:<a href=\"https://doi.org/10.25673/115290\">10.25673/115290</a>","chicago":"Grumbach, Felix. <i>Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation]</i>. Bernburg: Universitäts- und Landesbibliothek Sachsen-Anhalt, 2024. <a href=\"https://doi.org/10.25673/115290\">https://doi.org/10.25673/115290</a>.","short":"F. Grumbach, Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens [kumulative Dissertation], Universitäts- und Landesbibliothek Sachsen-Anhalt, Bernburg, 2024."},"publisher":"Universitäts- und Landesbibliothek Sachsen-Anhalt","date_updated":"2026-03-17T15:29:00Z","doi":"10.25673/115290","language":[{"iso":"ger"}],"year":"2024","_id":"4392"},{"_id":"2295","year":"2022","language":[{"iso":"eng"}],"doi":"10.1007/s10845-022-02069-x","date_updated":"2026-03-17T15:28:31Z","publisher":"Springer Science and Business Media LLC","citation":{"ieee":"F. Grumbach, A. Müller, P. Reusch, and S. Trojahn, “Robust-stable scheduling in dynamic flow shops based on deep reinforcement learning,” <i>Journal of Intelligent Manufacturing</i>, 2022.","apa":"Grumbach, F., Müller, A., Reusch, P., &#38; Trojahn, S. (2022). Robust-stable scheduling in dynamic flow shops based on deep reinforcement learning. <i>Journal of Intelligent Manufacturing</i>. <a href=\"https://doi.org/10.1007/s10845-022-02069-x\">https://doi.org/10.1007/s10845-022-02069-x</a>","bibtex":"@article{Grumbach_Müller_Reusch_Trojahn_2022, title={Robust-stable scheduling in dynamic flow shops based on deep reinforcement learning}, DOI={<a href=\"https://doi.org/10.1007/s10845-022-02069-x\">10.1007/s10845-022-02069-x</a>}, journal={Journal of Intelligent Manufacturing}, publisher={Springer Science and Business Media LLC}, author={Grumbach, Felix and Müller, Anna and Reusch, Pascal and Trojahn, Sebastian}, year={2022} }","alphadin":"<span style=\"font-variant:small-caps;\">Grumbach, Felix</span> ; <span style=\"font-variant:small-caps;\">Müller, Anna</span> ; <span style=\"font-variant:small-caps;\">Reusch, Pascal</span> ; <span style=\"font-variant:small-caps;\">Trojahn, Sebastian</span>: Robust-stable scheduling in dynamic flow shops based on deep reinforcement learning. In: <i>Journal of Intelligent Manufacturing</i>, Springer Science and Business Media LLC (2022)","short":"F. Grumbach, A. Müller, P. Reusch, S. Trojahn, Journal of Intelligent Manufacturing (2022).","chicago":"Grumbach, Felix, Anna Müller, Pascal Reusch, and Sebastian Trojahn. “Robust-Stable Scheduling in Dynamic Flow Shops Based on Deep Reinforcement Learning.” <i>Journal of Intelligent Manufacturing</i>, 2022. <a href=\"https://doi.org/10.1007/s10845-022-02069-x\">https://doi.org/10.1007/s10845-022-02069-x</a>.","ama":"Grumbach F, Müller A, Reusch P, Trojahn S. Robust-stable scheduling in dynamic flow shops based on deep reinforcement learning. <i>Journal of Intelligent Manufacturing</i>. 2022. doi:<a href=\"https://doi.org/10.1007/s10845-022-02069-x\">10.1007/s10845-022-02069-x</a>","mla":"Grumbach, Felix, et al. “Robust-Stable Scheduling in Dynamic Flow Shops Based on Deep Reinforcement Learning.” <i>Journal of Intelligent Manufacturing</i>, Springer Science and Business Media LLC, 2022, doi:<a href=\"https://doi.org/10.1007/s10845-022-02069-x\">10.1007/s10845-022-02069-x</a>."},"author":[{"full_name":"Grumbach, Felix","orcid":"0000-0001-6348-7897","last_name":"Grumbach","id":"243801","first_name":"Felix"},{"last_name":"Müller","full_name":"Müller, Anna","first_name":"Anna"},{"first_name":"Pascal","full_name":"Reusch, Pascal","last_name":"Reusch"},{"full_name":"Trojahn, Sebastian","last_name":"Trojahn","first_name":"Sebastian"}],"status":"public","keyword":["Dynamic flow shop","Predictive scheduling","Proactive scheduling","Robust scheduling","Reinforcement learning","Simheuristics"],"publication":"Journal of Intelligent Manufacturing","publication_status":"published","tmp":{"short":"CC BY (4.0)","legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","image":"/images/cc_by.png"},"oa":"1","publication_identifier":{"eissn":["1572-8145"],"issn":["0956-5515"]},"type":"journal_article","main_file_link":[{"open_access":"1","url":"https://link.springer.com/article/10.1007/s10845-022-02069-x"}],"user_id":"216459","jel":["C6"],"date_created":"2023-01-10T13:08:37Z","article_type":"original","title":"Robust-stable scheduling in dynamic flow shops based on deep reinforcement learning","quality_controlled":"1"}]