{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T15:40:23Z","timestamp":1780501223634,"version":"3.54.1"},"reference-count":15,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T00:00:00Z","timestamp":1761523200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T00:00:00Z","timestamp":1761523200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,10,27]]},"DOI":"10.1109\/isncc66965.2025.11250464","type":"proceedings-article","created":{"date-parts":[[2025,11,21]],"date-time":"2025-11-21T18:39:45Z","timestamp":1763750385000},"page":"1-7","source":"Crossref","is-referenced-by-count":1,"title":["Real-Time Hyper-Heuristic Control for Decentralized Edge Logistics: A Reinforcement Learning Approach"],"prefix":"10.1109","author":[{"given":"Kassem","family":"Danach","sequence":"first","affiliation":[{"name":"Al Maaref University,asic and Applied Sciences Research Center,Beirut,Lebanon"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Samir","family":"Haddad","sequence":"additional","affiliation":[{"name":"University of Balamand,Computer Science Department,Koura,Lebanon"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Joseph","family":"Merhej","sequence":"additional","affiliation":[{"name":"Lebanese University,Computer Science Department,Fanar,Lebanon"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Imad","family":"Jawhar","sequence":"additional","affiliation":[{"name":"Al Maaref University,asic and Applied Sciences Research Center,Beirut,Lebanon"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chadi","family":"Kallab","sequence":"additional","affiliation":[{"name":"Lebanese American University,Department of Computer Science,Jbeil,Lebanon"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jinane","family":"Sayah","sequence":"additional","affiliation":[{"name":"University of Balamand,Telecom and Networks Department,Koura,Lebanon"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"issue":"12","key":"ref1","first-page":"9363","article-title":"Edge computing for smart logistics: A survey","volume":"8","author":"Li","year":"2021","journal-title":"IEEE Internet of Things Journal"},{"issue":"3","key":"ref2","first-page":"1478","article-title":"A survey on edge computing for internet of things: Architecture, applications, and challenges","volume":"24","author":"Xu","year":"2022","journal-title":"IEEE Communications Surveys & Tutorials"},{"key":"ref3","first-page":"449","article-title":"A classification of hyper-heuristic approaches. Handbook of Metaheuristics","author":"Burke","year":"2013"},{"key":"ref4","first-page":"113177","article-title":"Comparison of hyper-heuristic and metaheuristic approaches for dynamic vehicle routing problems","volume":"146","author":"Vassiliades","year":"2020","journal-title":"Expert Systems with Applications"},{"issue":"5","key":"ref5","first-page":"19982010","article-title":"Learning to select heuristics for combinatorial optimization via deep reinforcement learning","volume":"32","author":"Zhang","year":"2021","journal-title":"IEEE Transactions on Neural Networks and Learning Systems"},{"key":"ref6","first-page":"107922","article-title":"Reinforcement learning for adaptive heuristic selection in dynamic scheduling","volume":"165","author":"Huang","year":"2022","journal-title":"Computers & Industrial Engineering"},{"issue":"3","key":"ref7","first-page":"1897","article-title":"Edge ai for decentralized logistics: Challenges and opportunities","volume":"19","author":"Song","year":"2023","journal-title":"IEEE Transactions on Industrial Informatics"},{"issue":"4","key":"ref8","first-page":"3456","article-title":"Deep reinforcement learningbased hyper-heuristic for container terminal truck routing and 2d strip packing problems","volume":"23","author":"Zhang","year":"2022","journal-title":"IEEE Transactions on Intelligent Transportation Systems"},{"key":"ref9","first-page":"103876","article-title":"Comparison of hyperheuristics for passenger cost minimization in urban transit routing","volume":"142","author":"Wijaya","year":"2024","journal-title":"Transportation Research Part C: Emerging Technologies"},{"issue":"1","key":"ref10","first-page":"150","article-title":"A hybrid hyperheuristic approach combining adaptive simulated annealing and q learning for electric vehicle routing problems","volume":"298","author":"Garc\u00eda","year":"2022","journal-title":"European Journal of Operational Research"},{"issue":"1","key":"ref11","doi-asserted-by":"crossref","first-page":"112","DOI":"10.1109\/TASE.2022.3142565","article-title":"Reinforcement learning-based adaptive task assignment for automated guided vehicles in dynamic warehouses","volume":"21","author":"Li","year":"2024","journal-title":"IEEE Transactions on Automation Science and Engineering"},{"key":"ref12","first-page":"1","article-title":"Adaptive control and reinforcement learning for logistics systems: Stability and performance analysis","volume":"52","author":"Lavretsky","year":"2023","journal-title":"Annual Reviews in Control"},{"issue":"2","key":"ref13","first-page":"1350","article-title":"Edge computing for realtime vehicle routing: Latency reduction and scalability","volume":"12","author":"Hakia","year":"2025","journal-title":"IEEE Internet of Things Journal"},{"key":"ref14","first-page":"108962","article-title":"Real-time inventory optimization in pharmaceutical supply chains using edge computing and iot","volume":"175","author":"Flevy","year":"2025","journal-title":"Computers Industrial Engineering"},{"issue":"1","key":"ref15","first-page":"45","article-title":"Challenges in dynamic logistics: Temporal uncertainty and adaptive ai solutions","volume":"58","author":"Alpega","year":"2024","journal-title":"Transportation Science"}],"event":{"name":"2025 International Symposium on Networks, Computers and Communications (ISNCC)","location":"Paris, France","start":{"date-parts":[[2025,10,27]]},"end":{"date-parts":[[2025,10,29]]}},"container-title":["2025 International Symposium on Networks, Computers and Communications (ISNCC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11250373\/11250375\/11250464.pdf?arnumber=11250464","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,22]],"date-time":"2025-11-22T05:46:03Z","timestamp":1763790363000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11250464\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,27]]},"references-count":15,"URL":"https:\/\/doi.org\/10.1109\/isncc66965.2025.11250464","relation":{},"subject":[],"published":{"date-parts":[[2025,10,27]]}}}