{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,4]],"date-time":"2026-07-04T16:38:19Z","timestamp":1783183099470,"version":"3.54.6"},"reference-count":45,"publisher":"Association for Computing Machinery (ACM)","issue":"2","funder":[{"name":"Guangxi Science and Technology Major Program, China","award":["AA24206003"],"award-info":[{"award-number":["AA24206003"]}]},{"name":"Key Research and Development Program of Guangxi, China","award":["FN2504240008"],"award-info":[{"award-number":["FN2504240008"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["62576088, 62303111, 62476121"],"award-info":[{"award-number":["62576088, 62303111, 62476121"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["ACM Trans. Intell. Syst. Technol."],"published-print":{"date-parts":[[2026,4,30]]},"abstract":"<jats:p>In industrial production processes, disruptions within the industrial chain can severely affect the collaborative capabilities of production agents. A notable example occurred during the COVID-19 pandemic, when many agents faced interruption risks and were unable to participate in coordinated production. Ensuring continuity under such conditions requires migrating tasks from disrupted agents to viable alternatives. Designing effective task migration strategies, however, must account for the emergent multiplex nature of modern industrial chains. In these multiplex networked industrial chains, disruption risk in one layer can propagate to others, generating cascading failures across the system. This introduces two key challenges: (1) disruption risk creates mismatches not only between product agents and tasks but also across network layers, enlarging the problem dimensionality; and (2) simultaneous disruptions across multiple agents and layers increase the volume of tasks needing migration, greatly expanding the solution space. To address these challenges, we introduce the notion of a multiplex potential field, which captures cross-layer interdependencies and system-level dynamics in multiplex industrial chains. Building on this concept, we develop a hierarchical contextual task migration algorithm that exploits the multiplex potential field to guide both inter-layer and intra-layer task reallocations. Extensive experiments show that our approach consistently achieves superior utility, markedly improves task completion ratios, and reduces execution costs compared to benchmark algorithms. Furthermore, it attains solution quality comparable to that of the optimal CPLEX solver while requiring substantially less computation time. Finally, a case study on the FAO international food trade network demonstrates that the proposed framework is not only theoretically robust but also practically effective when deployed on large-scale real-world multiplex systems.<\/jats:p>","DOI":"10.1145\/3787457","type":"journal-article","created":{"date-parts":[[2026,1,19]],"date-time":"2026-01-19T14:43:52Z","timestamp":1768833832000},"page":"1-31","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["Chain Disruption Risk-Oriented Task Migration in Multiplex Networked Industrial Chains"],"prefix":"10.1145","volume":"17","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7929-0682","authenticated-orcid":false,"given":"Kai","family":"Di","sequence":"first","affiliation":[{"name":"Zhejiang Normal University, Hangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-4505-968X","authenticated-orcid":false,"given":"Tian-yu","family":"Zuo","sequence":"additional","affiliation":[{"name":"Southeast University, Nanjing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-3855-6568","authenticated-orcid":false,"given":"Pan","family":"Li","sequence":"additional","affiliation":[{"name":"Zhejiang Normal University, Hangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8249-1725","authenticated-orcid":false,"given":"Jiuchuan","family":"Jiang","sequence":"additional","affiliation":[{"name":"Nanjing University of Finance and Economics, Nanjing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7349-5249","authenticated-orcid":false,"given":"Yichuan","family":"Jiang","sequence":"additional","affiliation":[{"name":"Southeast University, Nanjing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2026,3,19]]},"reference":[{"key":"e_1_3_1_2_2","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2021.3129259"},{"key":"e_1_3_1_3_2","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.3003910"},{"key":"e_1_3_1_4_2","first-page":"1","article-title":"Designing predictive models for customer recommendations during covid-19 in the airline industry","volume":"71","author":"Kar Hang Lee Carmen","year":"2022","unstructured":"Carmen Kar Hang Lee and Eric Ka Ho Leung. 2022. Designing predictive models for customer recommendations during covid-19 in the airline industry. IEEE Transactions on Engineering Management 71 (2022), 1\u201311.","journal-title":"IEEE Transactions on Engineering Management"},{"key":"e_1_3_1_5_2","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2022.3195903"},{"key":"e_1_3_1_6_2","first-page":"1","article-title":"What does cross-industry-production bring under covid-19? A multi-methodological study","volume":"71","author":"Li Xiaowei","year":"2022","unstructured":"Xiaowei Li, Guowei Hua, T. C. Edwin Cheng, and Tsan-Ming Choi. 2022. What does cross-industry-production bring under covid-19? A multi-methodological study. IEEE Transactions on Engineering Management 71 (2022), 1\u201315.","journal-title":"IEEE Transactions on Engineering Management"},{"key":"e_1_3_1_7_2","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2022.3210083"},{"key":"e_1_3_1_8_2","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2017.2785384"},{"key":"e_1_3_1_9_2","doi-asserted-by":"publisher","DOI":"10.1145\/2700327"},{"key":"e_1_3_1_10_2","doi-asserted-by":"publisher","DOI":"10.1145\/3239565"},{"key":"e_1_3_1_11_2","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2020.3046737"},{"key":"e_1_3_1_12_2","doi-asserted-by":"publisher","DOI":"10.1109\/71.149966"},{"key":"e_1_3_1_13_2","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2018.2791406"},{"key":"e_1_3_1_14_2","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2022.3161019"},{"key":"e_1_3_1_15_2","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2023.3238965"},{"key":"e_1_3_1_16_2","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2022.3217101"},{"key":"e_1_3_1_17_2","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2022.3175010"},{"key":"e_1_3_1_18_2","doi-asserted-by":"publisher","DOI":"10.26599\/TST.2023.9010111"},{"key":"e_1_3_1_19_2","doi-asserted-by":"publisher","DOI":"10.26599\/TST.2024.9010012"},{"key":"e_1_3_1_20_2","doi-asserted-by":"publisher","DOI":"10.26599\/TST.2023.9010124"},{"key":"e_1_3_1_21_2","doi-asserted-by":"publisher","DOI":"10.26599\/TST.2023.9010034"},{"key":"e_1_3_1_22_2","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2022.3153964"},{"key":"e_1_3_1_23_2","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2008.133"},{"key":"e_1_3_1_24_2","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2022.3174475"},{"key":"e_1_3_1_25_2","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2015.2407900"},{"key":"e_1_3_1_26_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2016.10.040"},{"key":"e_1_3_1_27_2","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3134681"},{"key":"e_1_3_1_28_2","doi-asserted-by":"publisher","DOI":"10.1109\/TRO.2018.2875389"},{"key":"e_1_3_1_29_2","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2939397"},{"key":"e_1_3_1_30_2","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3271430"},{"key":"e_1_3_1_31_2","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2019.2947620"},{"key":"e_1_3_1_32_2","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2020.2998333"},{"key":"e_1_3_1_33_2","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2022.3181803"},{"key":"e_1_3_1_34_2","doi-asserted-by":"publisher","DOI":"10.1145\/3444688"},{"key":"e_1_3_1_35_2","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2018.2882620"},{"key":"e_1_3_1_36_2","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2021.3117881"},{"key":"e_1_3_1_37_2","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2013.2289327"},{"key":"e_1_3_1_38_2","doi-asserted-by":"publisher","DOI":"10.1109\/TGCN.2022.3153956"},{"key":"e_1_3_1_39_2","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2018.2817515"},{"key":"e_1_3_1_40_2","volume-title":"Introduction to Algorithms","author":"Cormen Thomas H.","year":"2009","unstructured":"Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest, and Clifford Stein. 2009. Introduction to Algorithms. MIT Press."},{"key":"e_1_3_1_41_2","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2022.3189741"},{"key":"e_1_3_1_42_2","doi-asserted-by":"publisher","DOI":"10.1109\/TTE.2022.3151852"},{"key":"e_1_3_1_43_2","doi-asserted-by":"publisher","DOI":"10.1109\/TRO.2022.3142660"},{"key":"e_1_3_1_44_2","doi-asserted-by":"publisher","DOI":"10.1038\/ncomms7864"},{"key":"e_1_3_1_45_2","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2023.3339540"},{"key":"e_1_3_1_46_2","doi-asserted-by":"publisher","DOI":"10.26599\/TST.2024.9010013"}],"container-title":["ACM Transactions on Intelligent Systems and Technology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3787457","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,19]],"date-time":"2026-03-19T16:30:48Z","timestamp":1773937848000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3787457"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3,19]]},"references-count":45,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2026,4,30]]}},"alternative-id":["10.1145\/3787457"],"URL":"https:\/\/doi.org\/10.1145\/3787457","relation":{},"ISSN":["2157-6904","2157-6912"],"issn-type":[{"value":"2157-6904","type":"print"},{"value":"2157-6912","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,3,19]]},"assertion":[{"value":"2024-12-27","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-12-17","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2026-03-19","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}