{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T00:40:38Z","timestamp":1743036038041,"version":"3.40.3"},"publisher-location":"Cham","reference-count":25,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030693725"},{"type":"electronic","value":"9783030693732"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-3-030-69373-2_13","type":"book-chapter","created":{"date-parts":[[2021,3,2]],"date-time":"2021-03-02T21:02:32Z","timestamp":1614718952000},"page":"193-202","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Learning Distributed Control for Job Shops - A Comparative Simulation Study"],"prefix":"10.1007","author":[{"given":"Oliver","family":"Antons","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Julia C.","family":"Arlinghaus","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,3,3]]},"reference":[{"key":"13_CR1","doi-asserted-by":"publisher","unstructured":"Antons, O., Arlinghaus, J.C.: Modelling autonomous production control: a guide to select the most suitable modelling approach. In: Lecture Notes in Logistics, pp. 245\u2013253, January 2020a. https:\/\/doi.org\/10.1007\/978-3-030-44783-0_24","DOI":"10.1007\/978-3-030-44783-0_24"},{"key":"13_CR2","doi-asserted-by":"publisher","unstructured":"Antons, O., Bendul, J.: Decision making in Industry 4.0 \u2013 a comparison of distributed control approaches. In: Studies in Computational Intelligence, vol. 853, pp. 329\u2013339, January 2020b. https:\/\/doi.org\/10.1007\/978-3-030-27477-1_25","DOI":"10.1007\/978-3-030-27477-1_25"},{"issue":"3","key":"13_CR3","doi-asserted-by":"publisher","first-page":"7","DOI":"10.1109\/MCS.1985.1104958","volume":"5","author":"KJ Astr\u00f6m","year":"1985","unstructured":"Astr\u00f6m, K.J.: Process control - past, present, and future. IEEE Control Syst. Mag. 5(3), 7 (1985)","journal-title":"IEEE Control Syst. Mag."},{"issue":"11","key":"13_CR4","doi-asserted-by":"publisher","first-page":"1023","DOI":"10.1016\/j.ifacol.2018.08.473","volume":"51","author":"R Beregi","year":"2018","unstructured":"Beregi, R., Szaller, \u00c1., K\u00e1d\u00e1r, B.: Synergy of multimodelling for process control. IFAC-PapersOnLine 51(11), 1023\u20131028 (2018). https:\/\/doi.org\/10.1016\/j.ifacol.2018.08.473","journal-title":"IFAC-PapersOnLine"},{"key":"13_CR5","doi-asserted-by":"publisher","unstructured":"Bertelsmeier, F., Tr\u00e4chtler, A.: Decentralized controller reconfiguration strategies for hybrid system dynamics based on product-intelligence. In: 2015 IEEE 20th Conference on Emerging Technologies & Factory Automation (ETFA). IEEE, pp. 1\u20138 (2015). https:\/\/doi.org\/10.1109\/ETFA.2015.7301527","DOI":"10.1109\/ETFA.2015.7301527"},{"key":"13_CR6","doi-asserted-by":"publisher","unstructured":"Blunck, H., et al.: The balance of autonomous and centralized control in scheduling problems. In: Applied Network Science 3.1, January 2018. https:\/\/doi.org\/10.1007\/s41109-018-0071-6","DOI":"10.1007\/s41109-018-0071-6"},{"issue":"2","key":"13_CR7","doi-asserted-by":"publisher","first-page":"123","DOI":"10.1016\/S0166-3615(00)00062-2","volume":"43","author":"L Bongaerts","year":"2000","unstructured":"Bongaerts, L., et al.: Hierarchy in distributed shop floor control. Comput. Ind. 43(2), 123\u2013137 (2000). https:\/\/doi.org\/10.1016\/S0166-3615(00)00062-2","journal-title":"Comput. Ind."},{"issue":"2","key":"13_CR8","doi-asserted-by":"publisher","first-page":"106","DOI":"10.1080\/09537280410001662556","volume":"15","author":"M Caridi","year":"2007","unstructured":"Caridi, M., Cavalieri, S.: Multi-agent systems in production planning and control: an overview. Prod. Plan. Control 15(2), 106\u2013118 (2007). https:\/\/doi.org\/10.1080\/09537280410001662556","journal-title":"Prod. Plan. Control"},{"key":"13_CR9","doi-asserted-by":"publisher","unstructured":"Duffie, N.A.: Synthesis of Heterarchical manufacturing systems. In: Computers in Industry 14.1-3, pp. 167\u2013174, May 1990. https:\/\/doi.org\/10.1016\/0166-3615(90)90118-9","DOI":"10.1016\/0166-3615(90)90118-9"},{"key":"13_CR10","doi-asserted-by":"publisher","unstructured":"Grundstein, S., Freitag, M., Scholz-Reiter, B.: A new method for autonomous control of complex job shops \u2013 Integrating order release, sequencing and capacity control to meet due dates. J. Manuf. Syst. 42, 11\u201328 (2017). https:\/\/doi.org\/10.1016\/j.jmsy.2016.10.006","DOI":"10.1016\/j.jmsy.2016.10.006"},{"key":"13_CR11","unstructured":"Hussain, M.S., Ali, M.: Distributed control of flexible manufacturing system: control and performance perspectives. Int. J. Eng. Appl. Manage. Sci. Paradigm 54(2), 156\u2013162 (2019)"},{"key":"13_CR12","doi-asserted-by":"publisher","unstructured":"Jones, A.T., Romero, D., Wuest, T.: Modeling agents as joint cognitive systems in smart manufacturing systems. Manuf. Lett. 17, 6\u20138 (2018). https:\/\/doi.org\/10.1016\/j.mfglet.2018.06.002","DOI":"10.1016\/j.mfglet.2018.06.002"},{"issue":"12","key":"13_CR13","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1109\/MC.1984.1659029","volume":"17","author":"N Koinoda","year":"1984","unstructured":"Koinoda, N., Kera, K., Kubo, T.: An autonomous, decentralized control system for factory automation. Computer 17(12), 73\u201383 (1984)","journal-title":"Computer"},{"key":"13_CR14","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1016\/j.procir.2016.06.113","volume":"62","author":"H Meissner","year":"2017","unstructured":"Meissner, H., Ilsen, R., Aurich, J.C.: Analysis of control architectures in the context of Industry 4.0. Procedia CIRP 62, 165\u2013169 (2017). https:\/\/doi.org\/10.1016\/j.procir.2016.06.113","journal-title":"Procedia CIRP"},{"key":"13_CR15","doi-asserted-by":"publisher","first-page":"12","DOI":"10.1016\/j.arcontrol.2015.03.001","volume":"39","author":"L Monostori","year":"2015","unstructured":"Monostori, L., et al.: Cooperative control in production and logistics. Ann. Rev. Control 39, 12\u201329 (2015). https:\/\/doi.org\/10.1016\/j.arcontrol.2015.03.001","journal-title":"Ann. Rev. Control"},{"key":"13_CR16","doi-asserted-by":"publisher","unstructured":"Morariu, O., et al.: Multi-agent system for heterarchical productdriven manufacturing. In: 2014 IEEE International Conference on Automation, Quality and Testing, Robotics, pp. 1\u20136. IEEE (2014). https:\/\/doi.org\/10.1109\/AQTR.2014.6857897","DOI":"10.1109\/AQTR.2014.6857897"},{"key":"13_CR17","unstructured":"Philipp, T., B\u00f6se, F., Windt, K.: Evaluation of autonomously controlled logistic processes. In: Proceedings of 5th CIRP International Seminar on Intelligent Computation in Manufacturing Engineering. CIRP, The International Academy for Production Engineering, pp. 347\u2013352 (2006)"},{"key":"13_CR18","doi-asserted-by":"crossref","unstructured":"Romero, D., Jones, A.T., Wuest, T.: A new architecture for controlling smart manufacturing systems. In: 2018 International Conference on Intelligent Systems (IS). IEEE, pp. 421\u2013427 (2018)","DOI":"10.1109\/IS.2018.8710540"},{"key":"13_CR19","doi-asserted-by":"publisher","unstructured":"Palau, A.S., Dhada, M.H., Parlikad, A.K.: Multi-agent system architectures for collaborative prognostics. J. Intell. Manufact. (2019). https:\/\/doi.org\/10.1007\/s10845-019-01478-9","DOI":"10.1007\/s10845-019-01478-9"},{"key":"13_CR20","unstructured":"Scholz-Reiter, B., et al.: The influence of production networks\u2019 complexity on the performance of autonomous control methods. In: Proceedings of the 5th CIRP International Seminar on Computation in Manufacturing Engineering, pp. 317\u2013320 (2006)"},{"issue":"4","key":"13_CR21","doi-asserted-by":"publisher","first-page":"846","DOI":"10.3182\/20090603-3-RU-2001.0081","volume":"42","author":"B Scholz-Reiter","year":"2009","unstructured":"Scholz-Reiter, B., et al.: Modelling and analysis of autonomously controlled production networks. IFAC Proc. Vol. 42(4), 846\u2013851 (2009). https:\/\/doi.org\/10.3182\/20090603-3-RU-2001.0081","journal-title":"IFAC Proc. Vol."},{"issue":"7","key":"13_CR22","doi-asserted-by":"publisher","first-page":"971","DOI":"10.1016\/j.engappai.2009.05.001","volume":"22","author":"D Trentesaux","year":"2009","unstructured":"Trentesaux, D.: Distributed control of production systems. Eng. Appl. Artif. Intell. 22(7), 971\u2013978 (2009). https:\/\/doi.org\/10.1016\/j.engappai.2009.05.001","journal-title":"Eng. Appl. Artif. Intell."},{"key":"13_CR23","doi-asserted-by":"publisher","first-page":"517","DOI":"10.1016\/j.jmsy.2015.04.008","volume":"37","author":"L Wang","year":"2015","unstructured":"Wang, L., T\u00f6rngren, M., Onori, M.: Current status and advancement of cyber-physical systems in manufacturing. J. Manuf. Syst. 37, 517\u2013527 (2015). https:\/\/doi.org\/10.1016\/j.jmsy.2015.04.008","journal-title":"J. Manuf. Syst."},{"key":"13_CR24","doi-asserted-by":"publisher","unstructured":"Weichart, G., et al.: An agent- and role-based planning approach for flexible automation of advanced production systems. In: 2018 International Conference on Intelligent Systems (IS), May 2019. https:\/\/doi.org\/10.1109\/IS.2018.8710546","DOI":"10.1109\/IS.2018.8710546"},{"key":"13_CR25","doi-asserted-by":"publisher","unstructured":"Zambrano Rey, G., et al.: Reducing myopic behavior in FMS control: a semi-heterarchical simulation-optimization approach. Simul. Model. Pract. Theory 46, 53\u201375 (2014). https:\/\/doi.org\/10.1016\/j.simpat.2014.01.005","DOI":"10.1016\/j.simpat.2014.01.005"}],"container-title":["Studies in Computational Intelligence","Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-69373-2_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,3,2]],"date-time":"2021-03-02T21:11:00Z","timestamp":1614719460000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-69373-2_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030693725","9783030693732"],"references-count":25,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-69373-2_13","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"type":"print","value":"1860-949X"},{"type":"electronic","value":"1860-9503"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"3 March 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"SOHOMA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Workshop on Service Orientation in Holonic and Multi-Agent Manufacturing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Paris","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"France","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1 October 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 October 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"sohoma2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/sohoma2020.sciencesconf.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}