{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,29]],"date-time":"2026-07-29T20:01:39Z","timestamp":1785355299345,"version":"3.55.0"},"reference-count":39,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Open J. Commun. Soc."],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/ojcoms.2026.3714979","type":"journal-article","created":{"date-parts":[[2026,7,20]],"date-time":"2026-07-20T20:22:32Z","timestamp":1784578952000},"page":"8609-8619","source":"Crossref","is-referenced-by-count":0,"title":["A Hybrid Genetic Algorithm and Multi-Agent Reinforcement Learning Framework for Optimized Supply Chain Management Using Edge-Enabled Digital Twins"],"prefix":"10.1109","volume":"7","author":[{"given":"Dinesh Prasad","family":"Sahu","sequence":"first","affiliation":[{"name":"Bennett University","place":["Greater Noida, Uttar Pradesh, India"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-5763-6896","authenticated-orcid":false,"given":"Bharati","family":"Rathore","sequence":"additional","affiliation":[{"name":"University of South Wales","place":["Cardiff, U.K."]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-0311-6623","authenticated-orcid":false,"given":"Raja Saeed","family":"Iqbal","sequence":"additional","affiliation":[{"name":"University of South Wales","place":["Cardiff, U.K."]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0953-5047","authenticated-orcid":false,"given":"Weiwei","family":"Jiang","sequence":"additional","affiliation":[{"name":"Beijing University of Posts and Telecommunications","place":["Beijing, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7610-3004","authenticated-orcid":false,"given":"Shiv","family":"Prakash","sequence":"additional","affiliation":[{"name":"University of Allahabad","place":["Prayag Raj, Uttar Pradesh, India"],"department":["Department of Electronics and Communication"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5438-579X","authenticated-orcid":false,"given":"Vishal Krishna","family":"Singh","sequence":"additional","affiliation":[{"name":"University of Essex","place":["Colchester, U.K."]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1111\/poms.12838"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2873186"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2016.2579198"},{"key":"ref4","article-title":"Can deep reinforcement learning improve inventory management","volume-title":"Performance on Dual Sourcing, Lost Sales and Multi-Echelon Problems","author":"Gijsbrechts","year":"2019"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.iot.2024.101135"},{"issue":"5","key":"ref6","first-page":"2","article-title":"On the application of Potter optimization algorithm for solving supply chain management application","volume":"17","author":"Hamadneh","year":"2024","journal-title":"Int. J. Intell. Eng. Syst."},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3390\/math12040573"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1080\/24725854.2023.2217248"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s13132-024-01946-5"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIV.2024.3378579"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1504\/IJSOM.2015.071527"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1881\/4\/042059"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3241960"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.4018\/jiit.2007100103"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-2696-1_85"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1108\/SCM-01-2021-0053"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1108\/MD-03-2023-0412"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2023.107188"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2022.3150151"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2023.106839"},{"key":"ref21","first-page":"1","article-title":"The place and role of digital twin in supply chain management","volume":"20","author":"Barykin","year":"2021","journal-title":"Acad. Strategic Manage. J."},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2022.108454"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1515\/9783111331133-019"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s40747-023-01179-0"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/1271488"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.tre.2022.102712"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1080\/09537287.2013.798086"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-323-91614-1.00005-8"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.31387\/oscm0450291"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CASE59546.2024.10711446"},{"issue":"3","key":"ref31","first-page":"145","article-title":"Utilizing edge computing in cloud environments for warehouse efficiency","volume":"12","author":"Dennis","year":"2024","journal-title":"Int. J. Adv. Comput. Res."},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/MASS58611.2023.00012"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.eng.2019.01.014"},{"key":"ref34","article-title":"Mixed-reality digital twins: Leveraging the physical and virtual worlds for hybrid Sim2Real transition of multi-agent reinforcement learning policies","author":"Samak","year":"2024","journal-title":"arXiv:2403.10996"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1108\/JM2-06-2020-0150"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-020-00329-2"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.4018\/JCIT.332809"},{"issue":"2","key":"ref38","first-page":"151","article-title":"Ai-driven resilience: Enhancing critical infrastructure with edge computing","volume":"12","author":"Arora","year":"2022","journal-title":"Int. J. Curr. Eng. Technol."},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1177\/09721509261417017"}],"container-title":["IEEE Open Journal of the Communications Society"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/8782661\/11343983\/11614525.pdf?arnumber=11614525","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,29]],"date-time":"2026-07-29T19:14:15Z","timestamp":1785352455000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11614525\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":39,"URL":"https:\/\/doi.org\/10.1109\/ojcoms.2026.3714979","relation":{},"ISSN":["2644-125X"],"issn-type":[{"value":"2644-125X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}