{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,23]],"date-time":"2026-06-23T23:13:46Z","timestamp":1782256426644,"version":"3.54.5"},"reference-count":81,"publisher":"Informa UK Limited","issue":"17","content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["International Journal of Production Research"],"published-print":{"date-parts":[[2025,9,2]]},"DOI":"10.1080\/00207543.2025.2470983","type":"journal-article","created":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T04:43:31Z","timestamp":1740804211000},"page":"6291-6318","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":6,"title":["Optimising centralisation in distribution networks for perishable products through mathematical modelling, parametric analysis, and machine learning"],"prefix":"10.1080","volume":"63","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6288-484X","authenticated-orcid":false,"given":"Alessandra","family":"Cantini","sequence":"first","affiliation":[{"name":"Politecnico di Milano","place":["Milan, Italy"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Leonardo","family":"Leoni","sequence":"additional","affiliation":[{"name":"University of Florence","place":["Florence, Italy"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Saverio","family":"Ferraro","sequence":"additional","affiliation":[{"name":"University of Florence","place":["Florence, Italy"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Filippo","family":"De Carlo","sequence":"additional","affiliation":[{"name":"University of Florence","place":["Florence, Italy"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"301","published-online":{"date-parts":[[2025,3]]},"reference":[{"key":"e_1_3_3_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2020.107019"},{"key":"e_1_3_3_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2020.107048"},{"key":"e_1_3_3_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2012.03.005"},{"key":"e_1_3_3_5_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10696-011-9122-3"},{"key":"e_1_3_3_6_1","article-title":"A Novel Decision Support System for Managing Predictive Maintenance Strategies Based on Machine Learning Approaches","author":"Arena S.","year":"2021","unstructured":"Arena, S., E. Florian, P. F. Orr\u00f9, F. Sgarbossa, and I. Zennaro. 2021. \u201cA Novel Decision Support System for Managing Predictive Maintenance Strategies Based on Machine Learning Approaches.\u201d Safety Science, Article in press.","journal-title":"Safety Science"},{"key":"e_1_3_3_7_1","first-page":"893","volume-title":"Presented at the Proceedings of the International Conference on Industrial Engineering and Operations Management, IEOM Society International,\u00a0Pilsen, Czech Republic, July 23-26","author":"Basto J.","year":"2019","unstructured":"Basto, J., J. S. Ferreira, S. G. S. Alcal\u00e1, E. Frazzon, and S. Moniz. 2019. \u201cOptimal Design of Additive Manufacturing Supply Chains.\u201d In Presented at the Proceedings of the International Conference on Industrial Engineering and Operations Management, IEOM Society International,\u00a0Pilsen, Czech Republic, July 23-26, 893\u2013903."},{"key":"e_1_3_3_8_1","doi-asserted-by":"publisher","DOI":"10.3390\/machines10060458"},{"key":"e_1_3_3_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2020.120842"},{"key":"e_1_3_3_10_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2018.02.231"},{"key":"e_1_3_3_11_1","doi-asserted-by":"publisher","DOI":"10.1007\/BFb0026682"},{"key":"e_1_3_3_12_1","first-page":"1816","volume-title":"Proceedings of Building Simulation 2011: Presented at the 12th Conference of International Building Performance Simulation Association, Sydney,\u00a014-16 November","author":"Burhenne S.","year":"2011","unstructured":"Burhenne, S., D. Jacob, and G. P. Henze. 2011. \u201cSampling Based on Sobol\u2019sequences for Monte Carlo Techniques Applied to Building Simulations.\u201d In Proceedings of Building Simulation 2011: Presented at the 12th Conference of International Building Performance Simulation Association, Sydney,\u00a014-16 November, 1816\u20131823. IBPSA Publications."},{"key":"e_1_3_3_13_1","volume-title":"Presented at the XXVI Summer School \u201cFrancesco Turco\u201d \u2013 Industrial Systems Engineering, Bergamo, Italy","author":"Cantini A.","year":"2021","unstructured":"Cantini, A., F. De Carlo, L. Leoni, and M. Tucci. 2021. \u201cA Novel Approach for Spare Parts Dynamic Deployment, in: Proceedings of the Summer School Francesco Turco.\u201d Presented at the XXVI Summer School \u201cFrancesco Turco\u201d \u2013 Industrial Systems Engineering, Bergamo, Italy."},{"key":"e_1_3_3_14_1","volume-title":"Presented at the Proceedings of the Summer School Francesco Turco","author":"Cantini A.","year":"2022","unstructured":"Cantini, A., S. Ferraro, L. Leoni, and M. Tucci. 2022. \u201cInventory Centralization and Decentralization in Spare Parts Supply Chain Configuration: A Bibliometric Review.\u201d Presented at the Proceedings of the Summer School Francesco Turco."},{"key":"e_1_3_3_15_1","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2022.2041757"},{"key":"e_1_3_3_16_1","doi-asserted-by":"publisher","DOI":"10.3390\/su141912060"},{"key":"e_1_3_3_17_1","volume-title":"Strategy, Planning, and Operation","author":"Chopra S.","year":"2019","unstructured":"Chopra, S. 2019. Strategy, Planning, and Operation. 7th ed. London, UK: Pearson.","edition":"7"},{"key":"e_1_3_3_18_1","doi-asserted-by":"publisher","DOI":"10.1287\/inte.1060.0212"},{"key":"e_1_3_3_19_1","first-page":"29","article-title":"Design of Supply Chain Network Model for Perishable Products with Stochastic Demand: An Optimized Model","volume":"13","author":"Dagne T. B.","year":"2020","unstructured":"Dagne, T. B., J. Jayaprkash, and S. Geremew Gebeyehu. 2020. \u201cDesign of Supply Chain Network Model for Perishable Products with Stochastic Demand: An Optimized Model.\u201d Journal of Optimization in Industrial Engineering 13:29\u201337.","journal-title":"Journal of Optimization in Industrial Engineering"},{"key":"e_1_3_3_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2018.04.007"},{"key":"e_1_3_3_21_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1020763400324"},{"key":"e_1_3_3_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2017.03.049"},{"key":"e_1_3_3_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2018.09.018"},{"key":"e_1_3_3_24_1","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.3298228"},{"key":"e_1_3_3_25_1","doi-asserted-by":"publisher","DOI":"10.3390\/su14105855"},{"key":"e_1_3_3_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2018.03.004"},{"key":"e_1_3_3_27_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.apm.2021.02.027"},{"key":"e_1_3_3_28_1","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2014.988889"},{"key":"e_1_3_3_29_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2021.108139"},{"key":"e_1_3_3_30_1","doi-asserted-by":"publisher","DOI":"10.1155\/2013\/891409"},{"key":"e_1_3_3_31_1","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2021.1902013"},{"key":"e_1_3_3_32_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10100-015-0418-3"},{"key":"e_1_3_3_33_1","doi-asserted-by":"publisher","DOI":"10.1080\/00288230709510350"},{"key":"e_1_3_3_34_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2013.12.028"},{"key":"e_1_3_3_35_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0377-2217(00)00248-4"},{"key":"e_1_3_3_36_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11740-018-0814-3"},{"key":"e_1_3_3_37_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10098-018-1646-8"},{"key":"e_1_3_3_38_1","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/7279491"},{"key":"e_1_3_3_39_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2016.10.004"},{"key":"e_1_3_3_40_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2022.108726"},{"key":"e_1_3_3_41_1","volume-title":"Supply Chain Simulation and Optimization with Anylogistix","author":"Ivanov D.","year":"2021","unstructured":"Ivanov, D. 2021. Supply Chain Simulation and Optimization with Anylogistix. 5th ed. Berlin, Germany: Berlin School of Economics and Law.","edition":"5"},{"key":"e_1_3_3_42_1","doi-asserted-by":"publisher","DOI":"10.1080\/23302674.2021.2020367"},{"key":"e_1_3_3_43_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2010.11.013"},{"key":"e_1_3_3_44_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12351-018-0395-0"},{"key":"e_1_3_3_45_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2010.09.032"},{"key":"e_1_3_3_46_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2023.109107"},{"key":"e_1_3_3_47_1","doi-asserted-by":"publisher","DOI":"10.1108\/IJPDLM-02-2014-0035"},{"key":"e_1_3_3_48_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2011.11.022"},{"key":"e_1_3_3_49_1","doi-asserted-by":"publisher","DOI":"10.3390\/su12229346"},{"key":"e_1_3_3_50_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2019.07.007"},{"key":"e_1_3_3_51_1","first-page":"71","article-title":"Sample Size and Modeling Accuracy of Decision Tree Based Data Mining Tools","volume":"6","author":"Morgan J.","year":"2003","unstructured":"Morgan, J., R. Daugherty, A. Hilchie, and B. Carey. 2003. \u201cSample Size and Modeling Accuracy of Decision Tree Based Data Mining Tools.\u201d Academy of Information and Management Sciences Journal 6:71\u201399.","journal-title":"Academy of Information and Management Sciences Journal"},{"key":"e_1_3_3_52_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2017.07.039"},{"key":"e_1_3_3_53_1","doi-asserted-by":"publisher","DOI":"10.21608\/jesaun.2020.133685"},{"key":"e_1_3_3_54_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11356-021-13718-8"},{"key":"e_1_3_3_55_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.rtbm.2017.08.002"},{"key":"e_1_3_3_56_1","doi-asserted-by":"publisher","DOI":"10.1109\/POMS.2018.8629450"},{"key":"e_1_3_3_57_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2024.04.012"},{"key":"e_1_3_3_58_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12351-021-00674-x"},{"key":"e_1_3_3_59_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cogsys.2024.101243"},{"key":"e_1_3_3_60_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2018.09.006"},{"key":"e_1_3_3_61_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cherd.2018.09.008"},{"key":"e_1_3_3_62_1","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.19.5.555"},{"key":"e_1_3_3_63_1","doi-asserted-by":"publisher","DOI":"10.1108\/01443571311295608"},{"key":"e_1_3_3_64_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-016-2332-z"},{"key":"e_1_3_3_65_1","first-page":"1453","volume-title":"Presented at the 2012 World Congress on Engineering and Computer Science, WCECS 2012, San Francisco, United States","author":"Siriruk P.","year":"2012","unstructured":"Siriruk, P. 2012. \u201cThe Optimal Ordering Policy for a Perishable Inventory System, in: Lecture Notes in Engineering and Computer Science.\u201d Presented at the 2012 World Congress on Engineering and Computer Science, WCECS 2012, San Francisco, United States, 1453\u20131455."},{"key":"e_1_3_3_66_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2013.12.012"},{"key":"e_1_3_3_67_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICMSE.2007.4422038"},{"key":"e_1_3_3_68_1","doi-asserted-by":"publisher","DOI":"10.1108\/IJPPM-12-2020-0674"},{"key":"e_1_3_3_69_1","doi-asserted-by":"publisher","DOI":"10.1109\/CIS.2007.140"},{"key":"e_1_3_3_70_1","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2020.1720924"},{"key":"e_1_3_3_71_1","doi-asserted-by":"publisher","DOI":"10.1007\/s40092-018-0287-1"},{"key":"e_1_3_3_72_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.116628"},{"key":"e_1_3_3_73_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.omega.2015.11.009"},{"key":"e_1_3_3_74_1","doi-asserted-by":"publisher","DOI":"10.1080\/00207540701725075"},{"key":"e_1_3_3_75_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.tre.2009.01.006"},{"key":"e_1_3_3_76_1","doi-asserted-by":"publisher","DOI":"10.1109\/FSKD.2009.198"},{"key":"e_1_3_3_77_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-019-03434-5"},{"key":"e_1_3_3_78_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2019.03.279"},{"key":"e_1_3_3_79_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2019.106680"},{"key":"e_1_3_3_80_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2017.09.046"},{"key":"e_1_3_3_81_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.tre.2017.04.009"},{"key":"e_1_3_3_82_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1009613921001"}],"container-title":["International Journal of Production Research"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/00207543.2025.2470983","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T05:57:34Z","timestamp":1756706254000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/00207543.2025.2470983"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,3]]},"references-count":81,"journal-issue":{"issue":"17","published-print":{"date-parts":[[2025,9,2]]}},"alternative-id":["10.1080\/00207543.2025.2470983"],"URL":"https:\/\/doi.org\/10.1080\/00207543.2025.2470983","relation":{},"ISSN":["0020-7543","1366-588X"],"issn-type":[{"value":"0020-7543","type":"print"},{"value":"1366-588X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,3]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tprs20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tprs20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2024-03-22","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-01-10","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-03-01","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}