{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,19]],"date-time":"2026-03-19T01:19:23Z","timestamp":1773883163455,"version":"3.50.1"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032035493","type":"print"},{"value":"9783032035509","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,8,27]],"date-time":"2025-08-27T00:00:00Z","timestamp":1756252800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,8,27]],"date-time":"2025-08-27T00:00:00Z","timestamp":1756252800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-032-03550-9_32","type":"book-chapter","created":{"date-parts":[[2025,8,26]],"date-time":"2025-08-26T22:03:56Z","timestamp":1756245836000},"page":"478-493","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Optimising a\u00a0Manufacturing-as-a-Service Platform Through Mathematical Modeling"],"prefix":"10.1007","author":[{"given":"Angelos Ioannis","family":"Lagos","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ioannis","family":"Avgerinos","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Georgios","family":"Zois","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ioannis","family":"Mourtos","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Patricia","family":"Casla","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,8,27]]},"reference":[{"issue":"3","key":"32_CR1","doi-asserted-by":"publisher","first-page":"985","DOI":"10.1016\/j.ejor.2006.06.060","volume":"187","author":"A Allahverdi","year":"2008","unstructured":"Allahverdi, A., Ng, C.T., Cheng, T.C.E., Kovalyov, M.Y.: A survey of scheduling problems with setup times or costs. Eur. J. Oper. Res. 187(3), 985\u20131032 (2008)","journal-title":"Eur. J. Oper. Res."},{"key":"32_CR2","doi-asserted-by":"publisher","first-page":"513","DOI":"10.1007\/s10951-020-00637-8","volume":"23","author":"T Bekta\u015f","year":"2020","unstructured":"Bekta\u015f, T., Hamzadayi, A., Ruiz, R.: Benders decomposition for the mixed no-idle permutation flowshop scheduling problem. J. Sched. 23, 513\u2013523 (2020)","journal-title":"J. Sched."},{"key":"32_CR3","doi-asserted-by":"publisher","DOI":"10.1016\/j.omega.2024.103157","volume":"129","author":"W Chen","year":"2024","unstructured":"Chen, W., Feng, P., Luo, X., Nie, L.: Task-service matching problem for platform-driven manufacturing-as-a-service: a one-leader and multi-follower Stackelberg game with multiple objectives. Omega 129, 103157 (2024)","journal-title":"Omega"},{"issue":"4","key":"32_CR4","doi-asserted-by":"crossref","first-page":"6835","DOI":"10.3934\/mbe.2023326","volume":"20","author":"J Duan","year":"2023","unstructured":"Duan, J., Wang, M., Zhang, Q., Qin, J.: Distributed shop scheduling: a comprehensive review on classifications, models, and algorithms. Math. Biosci. Eng. 20(4), 6835\u20136875 (2023)","journal-title":"Math. Biosci. Eng."},{"key":"32_CR5","doi-asserted-by":"publisher","DOI":"10.1016\/j.cor.2023.106372","volume":"160","author":"S Hamdan","year":"2023","unstructured":"Hamdan, S., Cheaitou, A., Shikhli, A., Alsyouf, I.: Comprehensive quantity discount model for dynamic green supplier selection and order allocation. Comput. Oper. Res. 160, 106372 (2023)","journal-title":"Comput. Oper. Res."},{"key":"32_CR6","doi-asserted-by":"crossref","unstructured":"Karamanli A., Xanthopoulos A., Gasteratos A., Koulouriotis D.: Manufacturing-as-a-service: a systematic review of the literature. In: Proceedings of the International Conference on Smart Cities and Green ICT Systems. Communications in Computer and Information Science, vol. 2110, pp. 269\u2013281 (2025)","DOI":"10.1007\/978-3-031-69344-1_20"},{"key":"32_CR7","doi-asserted-by":"crossref","unstructured":"Lee J., Kao H.A., Yang S.: Service innovation and smart analytics for Industry 4.0 and big data environment. Procedia CIRP 16, 3\u20138 (2016)","DOI":"10.1016\/j.procir.2014.02.001"},{"key":"32_CR8","doi-asserted-by":"crossref","unstructured":"Leng J., et al.: Towards resilience in Industry 5.0: A decentralized autonomous manufacturing paradigm. J. Manufact. Syst. 71, 95\u2013114 (2023)","DOI":"10.1016\/j.jmsy.2023.08.023"},{"key":"32_CR9","doi-asserted-by":"crossref","unstructured":"Medeiros G.H.A., Cao Q., Zanni-Merk C., Samet A.: Manufacturing as a service in industry 4.0: a multi-objective optimization approach. In: Czarnowski, I. et al. (eds.) Intelligent Decision Technologies, Smart Innovation, Systems and Technologies, vol. 193, pp. 37\u201346. Springer, Singapore (2020)","DOI":"10.1007\/978-981-15-5925-9_4"},{"key":"32_CR10","doi-asserted-by":"crossref","unstructured":"Pinedo M.: Scheduling: Theory, Algorithms, and Systems. Springer (2012)","DOI":"10.1007\/978-1-4614-2361-4"},{"key":"32_CR11","first-page":"313","volume":"52","author":"A Pulkkinen","year":"2024","unstructured":"Pulkkinen, A., Nagarajan, H.P.N., Heilala, J.: A review of modelling methods for manufacturing as a service \u2013 case additive manufacturing. Adv. Transdiscip. Eng. 52, 313\u2013321 (2024)","journal-title":"Adv. Transdiscip. Eng."},{"key":"32_CR12","unstructured":"Reeves C.R.: Modern Heuristic Techniques for Combinatorial Problems. Blackwell Scientific Publications (1993)"},{"issue":"3","key":"32_CR13","doi-asserted-by":"publisher","first-page":"1143","DOI":"10.1016\/j.ejor.2006.07.029","volume":"187","author":"R Ruiz","year":"2008","unstructured":"Ruiz, R., St\u00fctzle, T.: An iterated greedy heuristic for the sequence dependent setup times flowshop problem with makespan and weighted tardiness objectives. Eur. J. Oper. Res. 187(3), 1143\u20131159 (2008)","journal-title":"Eur. J. Oper. Res."},{"issue":"17","key":"32_CR14","doi-asserted-by":"publisher","first-page":"7396","DOI":"10.3390\/s23177396","volume":"23","author":"F Sch\u00f6ppenthau","year":"2023","unstructured":"Sch\u00f6ppenthau, F., et al.: Building a digital manufacturing as a service ecosystem for catena-X. Sensors 23(17), 7396 (2023)","journal-title":"Sensors"},{"key":"32_CR15","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2023.122478","volume":"191","author":"L Shen","year":"2023","unstructured":"Shen, L., Sun, W., Parida, V.: Consolidating digital servitization research: a systematic review, integrative framework, and future research directions. Technol. Forecast. Soc. Chang. 191, 122478 (2023)","journal-title":"Technol. Forecast. Soc. Chang."},{"issue":"2","key":"32_CR16","doi-asserted-by":"publisher","first-page":"167","DOI":"10.1080\/17517575.2012.683812","volume":"8","author":"L Zhang","year":"2014","unstructured":"Zhang, L., et al.: Cloud manufacturing: a new manufacturing paradigm. Enterprise Inform. Syst. 8(2), 167\u2013187 (2014)","journal-title":"Enterprise Inform. Syst."}],"container-title":["IFIP Advances in Information and Communication Technology","Advances in Production Management Systems. Cyber-Physical-Human Production Systems: Human-AI Collaboration and Beyond"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-03550-9_32","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,9]],"date-time":"2025-09-09T16:40:31Z","timestamp":1757436031000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-03550-9_32"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,27]]},"ISBN":["9783032035493","9783032035509"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-03550-9_32","relation":{},"ISSN":["1868-4238","1868-422X"],"issn-type":[{"value":"1868-4238","type":"print"},{"value":"1868-422X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,8,27]]},"assertion":[{"value":"27 August 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"The authors have no competing interests to declare that are relevant to the content of this article.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Disclosure of Interests"}},{"value":"APMS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"IFIP International Conference on Advances in Production Management Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Kamakura","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Japan","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"31 August 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4 September 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"44","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"apms2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.apms-conference.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}