End-to-End Resource Allocation and V2X-Assisted Motion Planning: A Learning-Based Optimization Framework.

Hongfeng Wang 0001 https://orcid.org/0000-0002-8954-0876 Northeastern University, Shenyang, China Hongfeng Wang Hongfeng Wang 0002 https://orcid.org/0000-0001-8443-5869 Zhoukou Normal University, Zhoukou, Henan, China Hongfeng Wang 0003 https://orcid.org/0000-0002-4260-8642 Beijing Institute of Technology, Beijing, China Hongfeng Wang 0004 https://orcid.org/0009-0009-3577-3066 AVIC Shenyang Aircraft Industry (Group) Co., Ltd., Shenyang, China

Wenbo Hu 0007 Hongfeng Wang 0001 Hao Zhang Junwei Wang 0001 End-to-End Resource Allocation and V2X-Assisted Motion Planning: A Learning-Based Optimization Framework. 2026 feb15 5972-5986 13 IEEE Internet Things J. 4 https://doi.org/10.1109/JIOT.2025.3634338 db/journals/iotj/iotj13.html#HuWZW26 streams/journals/iotj

Hao Gao 0015 Junwei Wang 0001 Hongfeng Wang 0001 SFG-DE: An explainable and evolvable differential evolution for learning to generate operator structures. 102248 2026 100 Swarm Evol. Comput. https://doi.org/10.1016/j.swevo.2025.102248 db/journals/swevo/swevo100.html#GaoWW26 streams/journals/swevo

Mie Wang Junwei Wang 0001 Hongfeng Wang 0001 Chengye Zou Wen Jiang Modeling and Validating the Impact of Irrational Factors on Patient Hospital Choice in Tiered Healthcare Systems. 2026 April 2413-2422 13 IEEE Trans. Comput. Soc. Syst. 2 https://doi.org/10.1109/TCSS.2025.3636544 db/journals/tcss/tcss13.html#WangWWZJ26 streams/journals/tcss

Wenbo Hu 0007 Hongfeng Wang 0001 Junwei Wang 0001 Joint Optimization Time-Slotted Computing Offloading and V2X Resource Allocation by Reinforcement Learning. 2026 May 2968-2981 56 IEEE Trans. Syst. Man Cybern. Syst. 5 https://doi.org/10.1109/TSMC.2026.3656020 db/journals/tsmc/tsmc56.html#HuWW26 streams/journals/tsmc

Qi Yan Hongfeng Wang 0001 Shengxiang Yang Yaping Fu Self-learning brainstorm optimization for synchronization of operations and maintenance toward dual resource-constrained flexible job shops. 113230 2025 177 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2025.113230 db/journals/asc/asc177.html#YanWYF25 streams/journals/asc

Mie Wang Junwei Wang 0001 Hongfeng Wang 0001 Conceptualizing Resilience in Healthcare Systems Through Domain Modeling. 113-127 2025 February 12 IEEE Trans. Comput. Soc. Syst. 1 https://doi.org/10.1109/TCSS.2024.3451519 db/journals/tcss/tcss12.html#WangWW25 streams/journals/tcss

Qiyuan Zhang Hongfeng Wang 0001 Junwei Wang 0001 Finite-Time Bounded Control for Multitime-Scale Production-Inventory Systems Under Inventory Inaccuracy. 1678-1687 2025 August 12 IEEE Trans. Comput. Soc. Syst. 4 https://doi.org/10.1109/TCSS.2024.3477730 db/journals/tcss/tcss12.html#ZhangWW25 streams/journals/tcss

Qi Yan Hongfeng Wang 0001 Shengxiang Yang A Learning-Assisted Bi-Population Evolutionary Algorithm for Distributed Flexible Job-Shop Scheduling With Maintenance Decisions. 1795-1806 2025 October 29 IEEE Trans. Evol. Comput. 5 https://doi.org/10.1109/TEVC.2024.3400043 db/journals/tec/tec29.html#YanWY25 streams/journals/tec

Yushuang Hou Hongfeng Wang 0001 Xiaoliang Huang A Q-learning-based multi-objective evolutionary algorithm for integrated green production and distribution scheduling problems. 107434 2024 January 127 Eng. Appl. Artif. Intell. Part A https://doi.org/10.1016/j.engappai.2023.107434 db/journals/eaai/eaai127.html#HouWH24

Wenbo Hu 0007 Hongfeng Wang 0001 Junwei Wang 0001 Joint Optimizing High-Speed Cruise Control and Multi-Hop Communication in Platoons: A Reinforcement Learning Approach. 18396-18407 2024 November 25 IEEE Trans. Intell. Transp. Syst. 11 https://doi.org/10.1109/TITS.2024.3428570 db/journals/tits/tits25.html#HuWW24 streams/journals/tits

Yanhe Jia Qi Yan Hongfeng Wang 0001 Q-learning driven multi-population memetic algorithm for distributed three-stage assembly hybrid flow shop scheduling with flexible preventive maintenance. 120837 2023 December 232 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2023.120837 db/journals/eswa/eswa232.html#JiaYW23

Hongfeng Wang 0001 Qi Yan Junwei Wang 0001 Blockchain-secured multi-factory production with collaborative maintenance using Q learning-based optimisation approach. 3685-3702 2023 61 Int. J. Prod. Res. 11 https://doi.org/10.1080/00207543.2021.2002968 db/journals/ijpr/ijpr61.html#WangY023

Zhenpeng Ge Hongfeng Wang 0001 Integrated Optimization of Blocking Flowshop Scheduling and Preventive Maintenance Using a Q-Learning-Based Aquila Optimizer. 1600 2023 August 15 Symmetry 8 https://doi.org/10.3390/sym15081600 db/journals/symmetry/symmetry15.html#GeW23

Yafei Li Hongfeng Wang 0001 Na Wang Tianhong Zhang Optimal scheduling in cloud healthcare system using Q-learning algorithm. 2022 4603-4618 8 Complex Intell. Syst. 6 https://doi.org/10.1007/s40747-022-00776-9 db/journals/comintsys/comintsys8.html#LiWWZ22 streams/journals/comintsys

Qi Yan Hongfeng Wang 0001 Fang Wu Digital twin-enabled dynamic scheduling with preventive maintenance using a double-layer Q-learning algorithm. 105823 2022 144 Comput. Oper. Res. https://doi.org/10.1016/j.cor.2022.105823 db/journals/cor/cor144.html#YanWW22

Qi Yan Hongfeng Wang 0001 Double-Layer Q-Learning-Based Joint Decision-Making of Dual Resource-Constrained Aircraft Assembly Scheduling and Flexible Preventive Maintenance. 4938-4952 2022 58 IEEE Trans. Aerosp. Electron. Syst. 6 https://doi.org/10.1109/TAES.2022.3211247 db/journals/taes/taes58.html#YanW22

Yaping Fu Yushuang Hou Xiwang Guo 0001 Liang Qi 0001 Hongfeng Wang 0001 Scheduling a Permutation Flow Shop in the Context of Industry 4.0. 1-6 2022 ICNSC https://doi.org/10.1109/ICNSC55942.2022.10004121 conf/icnsc/2022 db/conf/icnsc/icnsc2022.html#FuHGQW22

Hongfeng Wang 0001 Qi Yan Shuzhu Zhang Integrated scheduling and flexible maintenance in deteriorating multi-state single machine system using a reinforcement learning approach. 101339 2021 49 Adv. Eng. Informatics https://doi.org/10.1016/j.aei.2021.101339 db/journals/aei/aei49.html#WangYZ21

Yafei Li Hongfeng Wang 0001 Li Li Yaping Fu Dynamic Large-Scale Server Scheduling for IVF Queuing Network in Cloud Healthcare System. 6670288:1-6670288:15 2021 2021 Complex. https://doi.org/10.1155/2021/6670288 db/journals/complexity/complexity2021.html#LiWLF21

Yaping Fu Hongfeng Wang 0001 Junwei Wang 0001 Xujin Pu Multiobjective Modeling and Optimization for Scheduling a Stochastic Hybrid Flow Shop With Maximizing Processing Quality and Minimizing Total Tardiness. 4696-4707 2021 15 IEEE Syst. J. 3 https://doi.org/10.1109/JSYST.2020.3014093 db/journals/sj/sj15.html#FuW0P21

Dazhi Wang Yanhua Chen Hongfeng Wang 0001 Min Huang 0001 Formulation of the Non-Parametric Value at Risk Portfolio Selection Problem Considering Symmetry. 1639 2020 12 Symmetry 10 https://doi.org/10.3390/sym12101639 db/journals/symmetry/symmetry12.html#WangCWH20

Yafei Li Hongfeng Wang 0001 Yingying Li Li Li Patient assignment scheduling in a cloud healthcare system based on petri net and greedy-based heuristic. 515-533 2019 13 Enterp. Inf. Syst. 4 https://doi.org/10.1080/17517575.2018.1526323 db/journals/eis/eis13.html#LiWLL19

Yaping Fu Hongfeng Wang 0001 Min Huang 0001 Integrated scheduling for a distributed manufacturing system: a stochastic multi-objective model. 557-573 2019 13 Enterp. Inf. Syst. 4 https://doi.org/10.1080/17517575.2018.1545160 https://www.wikidata.org/entity/Q128962485 db/journals/eis/eis13.html#FuWH19

Yaping Fu Hongfeng Wang 0001 Guangdong Tian Zhiwu Li 0001 Hesuan Hu Two-agent stochastic flow shop deteriorating scheduling via a hybrid multi-objective evolutionary algorithm. 2257-2272 2019 30 J. Intell. Manuf. 5 https://doi.org/10.1007/s10845-017-1385-4 db/journals/jim/jim30.html#FuWTLH19

Hongfeng Wang 0001 Min Huang 0001 Junwei Wang 0001 An effective metaheuristic algorithm for flowshop scheduling with deteriorating jobs. 2733-2742 2019 30 J. Intell. Manuf. 7 https://doi.org/10.1007/s10845-018-1425-8 https://www.wikidata.org/entity/Q129728499 db/journals/jim/jim30.html#WangHW19

Yaping Fu Hongfeng Wang 0001 Min Huang 0001 Junwei Wang 0001 A decomposition based multiobjective genetic algorithm with adaptive multipopulation strategy for flowshop scheduling problem. 757-768 2019 18 Nat. Comput. 4 https://doi.org/10.1007/s11047-016-9602-1 db/journals/nc/nc18.html#FuWHW19

Junwei Wang 0001 Hongfeng Wang 0001 Y. M. Zhou Y. Wang Wen-Jun Zhang 0005 On an integrated approach to resilient transportation systems in emergency situations. 815-823 2019 18 Nat. Comput. 4 https://doi.org/10.1007/s11047-016-9605-y db/journals/nc/nc18.html#WangWZWZ19

Yaping Fu Jinliang Ding Hongfeng Wang 0001 Junwei Wang 0001 Two-objective stochastic flow-shop scheduling with deteriorating and learning effect in Industry 4.0-based manufacturing system. 847-855 2018 68 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2017.12.009 db/journals/asc/asc68.html#FuDWW18

Hongfeng Wang 0001 Yaping Fu Min Huang 0001 George Q. Huang Junwei Wang 0001 A NSGA-II based memetic algorithm for multiobjective parallel flowshop scheduling problem. 185-194 2017 113 Comput. Ind. Eng. https://doi.org/10.1016/j.cie.2017.09.009 db/journals/candie/candie113.html#WangFHHW17

Hongfeng Wang 0001 Yaping Fu Min Huang 0001 George Q. Huang Junwei Wang 0001 A hybrid evolutionary algorithm with adaptive multi-population strategy for multi-objective optimization problems. 5975-5987 2017 21 Soft Comput. 20 https://doi.org/10.1007/s00500-016-2414-5 db/journals/soco/soco21.html#WangFHHW17

Junwei Wang 0001 Hongfeng Wang 0001 J. L. Ding Kazuo Furuta Taro Kanno Andrew W. H. Ip Wenjun Zhang 0005 On domain modelling of the service system with its application to enterprise information systems. 1-16 2016 10 Enterp. Inf. Syst. 1 https://doi.org/10.1080/17517575.2013.810784 https://www.wikidata.org/entity/Q125797269 db/journals/eis/eis10.html#WangWDFKIZ16

Hongfeng Wang 0001 Yaping Fu Min Huang 0001 Junwei Wang 0001 Multiobjective optimisation design for enterprise system operation in the case of scheduling problem with deteriorating jobs. 268-285 2016 10 Enterp. Inf. Syst. 3 https://doi.org/10.1080/17517575.2015.1078913 db/journals/eis/eis10.html#WangFHW16

Jinliang Ding Tianyou Chai Hongfeng Wang 0001 Junwei Wang 0001 Xiuping Zheng An intelligent factory-wide optimal operation system for continuous production process. 286-302 2016 10 Enterp. Inf. Syst. 3 https://doi.org/10.1080/17517575.2015.1065346 db/journals/eis/eis10.html#DingCWWZ16

Junwei Wang 0001 Raja R. Muddada Hongfeng Wang 0001 Jinliang Ding Yingzi Lin Changli Liu Wen-Jun Zhang 0005 Toward a Resilient Holistic Supply Chain Network System: Concept, Review and Future Direction. 410-421 2016 10 IEEE Syst. J. 2 https://doi.org/10.1109/JSYST.2014.2363161 db/journals/sj/sj10.html#WangMWDLLZ16

Hongfeng Wang 0001 Yaping Fu Min Huang 0001 A species based multiobjective evolutionary algorithm for multiobjective flow shop scheduling problem. 3243-3247 2015 CEC https://doi.org/10.1109/CEC.2015.7257295 conf/cec/2015 db/conf/cec/cec2015.html#WangFH15

Junwei Wang 0001 Hongfeng Wang 0001 Wenjun Zhang 0005 Wai-Hung Ip Kazuo Furuta On a Unified Definition of the Service System: What is its Identity? 821-826 2014 8 IEEE Syst. J. 3 https://doi.org/10.1109/JSYST.2013.2260623 db/journals/sj/sj8.html#WangWZIF14

Yaping Fu Hongfeng Wang 0001 Min Huang 0001 Locate Multiple Pareto Optima Using a Species-Based Multi-objective Genetic Algorithm. 128-137 2014 BIC-TA https://doi.org/10.1007/978-3-662-45049-9_21 conf/bic-ta/2014 db/conf/bic-ta/bic-ta2014.html#FuWH14

Junwei Wang 0001 Hongfeng Wang 0001 Wenjun Zhang 0005 W. H. Ip Kazuo Furuta Evacuation Planning Based on the Contraflow Technique With Consideration of Evacuation Priorities and Traffic Setup Time. 480-485 2013 14 IEEE Trans. Intell. Transp. Syst. 1 https://doi.org/10.1109/TITS.2012.2204402 db/journals/tits/tits14.html#WangWZIF13

Kyungdaw Kang Ilkyeong Moon Hongfeng Wang 0001 A hybrid genetic algorithm with a new packing strategy for the three-dimensional bin packing problem. 1287-1299 2012 219 Appl. Math. Comput. 3 https://doi.org/10.1016/j.amc.2012.07.036 db/journals/amc/amc219.html#KangMW12

Hongfeng Wang 0001 Shengxiang Yang W. H. Ip Dingwei Wang A memetic particle swarm optimisation algorithm for dynamic multi-modal optimisation problems. 1268-1283 2012 43 Int. J. Syst. Sci. 7 https://doi.org/10.1080/00207721.2011.605966 db/journals/ijsysc/ijsysc43.html#WangYIW12

Hongfeng Wang 0001 Ilkyeong Moon Shengxiang Yang Dingwei Wang A memetic particle swarm optimization algorithm for multimodal optimization problems. 38-52 2012 197 Inf. Sci. https://doi.org/10.1016/j.ins.2012.02.016 db/journals/isci/isci197.html#WangMYW12

Hongfeng Wang 0001 Shengxiang Yang W. H. Ip Dingwei Wang A particle swarm optimization based memetic algorithm for dynamic optimization problems. 703-725 2010 9 Nat. Comput. 3 https://doi.org/10.1007/s11047-009-9176-2 db/journals/nc/nc9.html#WangYIW10

Hongfeng Wang 0001 Yanjie Chen A hybrid genetic algorithm for 3D bin packing problems. 703-707 2010 BIC-TA https://doi.org/10.1109/BICTA.2010.5645211 conf/bic-ta/2010 db/conf/bic-ta/bic-ta2010.html#WangC10

Chun-Ho Wu Dazhi Wang Andrew W. H. Ip Dingwei Wang Ching-Yuen Chan Hongfeng Wang 0001 A particle swarm optimization approach for components placement inspection on printed circuit boards. 535-549 2009 20 J. Intell. Manuf. 5 https://doi.org/10.1007/s10845-008-0140-2 https://www.wikidata.org/entity/Q58045304 db/journals/jim/jim20.html#WuWIWCW09

Chun-Ho Wu Dazhi Wang Andrew W. H. Ip Dingwei Wang Ching-Yuen Chan Hongfeng Wang 0001 A particle swarm optimization approach for components placement inspection on printed circuit boards. 551 2009 20 J. Intell. Manuf. 5 https://doi.org/10.1007/s10845-008-0235-9 https://www.wikidata.org/entity/Q58045312 db/journals/jim/jim20.html#WuWIWCW09a

Hongfeng Wang 0001 Dingwei Wang Shengxiang Yang A memetic algorithm with adaptive hill climbing strategy for dynamic optimization problems. 763-780 2009 13 Soft Comput. 8-9 https://doi.org/10.1007/s00500-008-0347-3 db/journals/soco/soco13.html#WangWY09

Hongfeng Wang 0001 Shengxiang Yang W. H. Ip Dingwei Wang Adaptive Primal-Dual Genetic Algorithms in Dynamic Environments. 1348-1361 2009 39 IEEE Trans. Syst. Man Cybern. Part B 6 https://doi.org/10.1109/TSMCB.2009.2015281 https://www.wikidata.org/entity/Q46038914 db/journals/tsmc/tsmcb39.html#WangYIW09

Yang Yan Hongfeng Wang 0001 Dingwei Wang Shengxiang Yang Dazhi Wang A multi-agent based evolutionary algorithm in non-stationary environments. 2967-2974 2008 IEEE Congress on Evolutionary Computation https://doi.org/10.1109/CEC.2008.4631198 conf/cec/2008 db/conf/cec/cec2008.html#YanWWYW08 Hongfeng Wang 0001 Dingwei Wang Shengxiang Yang Triggered Memory-Based Swarm Optimization in Dynamic Environments. 637-646 2007 conf/evoW/2007 EvoWorkshops https://doi.org/10.1007/978-3-540-71805-5_70 db/conf/evoW/evoW2007.html#WangWY07 Hongfeng Wang 0001 Dingwei Wang An Improved Primal-Dual Genetic Algorithm for Optimization in Dynamic Environments. 836-844 2006 conf/iconip/2006-3 ICONIP (3) https://doi.org/10.1007/11893295_92 db/conf/iconip/iconip2006-3.html#WangW06a Tianyou Chai Ching-Yuen Chan Yanhua Chen Yanjie Chen J. L. Ding Jinliang Ding Yaping Fu Kazuo Furuta Hao Gao 0015 Zhenpeng Ge Xiwang Guo 0001 Yushuang Hou Hesuan Hu Wenbo Hu 0007 George Q. Huang Min Huang 0001 Xiaoliang Huang Andrew W. H. IpW. H. IpWai-Hung Ip Yanhe Jia Wen Jiang Kyungdaw Kang Taro Kanno Li Li Yafei Li Yingying Li Zhiwu Li 0001 Yingzi Lin Changli Liu Ilkyeong Moon Raja R. Muddada Xujin Pu Liang Qi 0001 Guangdong Tian Dazhi Wang Dingwei Wang Junwei Wang 0001 Mie Wang Na Wang Y. Wang Chun-Ho Wu Fang Wu Qi Yan Yang Yan Shengxiang Yang Hao Zhang Qiyuan Zhang Shuzhu Zhang Tianhong Zhang Wenjun Zhang 0005Wen-Jun Zhang 0005 Xiuping Zheng Y. M. Zhou Chengye Zou