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DRG-DCC:A Driving Risk Gaming Based Distributed Congestion Control Method for C-V2X Technology
《Computers, Materials & Continua》2025年第5期2059-2086,共28页Lingqiu Zeng Peibing Sa Qingwen Han Lei Ye Letian Yang Cheng Zhang Jiqiang Cheng 
supported by the special key project of Chongqing Technology Innovation and Application Development under Grant No.cstc2021jscx-gksbX0057;the Special Major Project of Chongqing Technology Innovation and Application Development under Grant No.CSTB2022TIADSTX0003.
Congestion control is an inherent challenge of V2X(Vehicle to Everything)technologies.Due to the use of a broadcasting mechanism,channel congestion becomes severe with the increase in vehicle density.The researchers s...
关键词：Distributed congestion control fuzzy inference driving risk evaluation game theory Nash equilibrium 
The Technological Progress,Applications,and Challenges of Federated Learning
《Proceedings of Business and Economic Studies》2025年第2期247-252,共6页Yanling Liu Yun Li 
With the advent of the era of big data,the exponential growth of data generation has provided unprecedented opportunities for innovation and insight in various fields.However,increasing privacy and security concerns a...
关键词：Federated learning Data privacy Distributed machine learning Heterogeneous data 
Robust adaptive distributed optimization for heterogeneous unknown second-order nonlinear multiagent systems
《Science China(Information Sciences)》2025年第4期387-388,共2页Ping GONG Qing-Guo WANG 
supported by National Natural Science Foundation of China(Grant Nos.62003142,62373060);Guangdong Basic and Applied Basic Research Foundation(Grant Nos.2023A1515011025,2020A1515110965);Guangdong Provincial Key Laboratory of IRADS(Grant No.2022B1212010006)。
The distributed optimization problem has drawn significant attention recently since it has a variety of applications in the economic dispatch of smart grids,regression of distributed data,optimal coordination of mobil...
关键词：mobile robot systems mrss distributed optimization problems multiagent systems mass economic dispatch smart gridsregression distributed dataoptimal coordination distributed optimization problem robust adaptive distributed optimization cooperatively minimize global cost function whe heterogeneous unknown second order nonlinear multiagent systems 
Byzantine-robust distributed support vector machine
《Science China Mathematics》2025年第3期707-728,共22页Xiaozhou Wang Weidong Liu Xiaojun Mao 
supported by National Natural Science Foundation of China (Grant No. 12101240);supported by National Natural Science Foundation of China (Grant No. 11825104);supported by National Natural Science Foundation of China (Grant Nos. 12371273 and 12001109);the Chenguang Program of Shanghai Education Development Foundation and Shanghai Municipal Education Commission (Grant No. 20CG29);the Shanghai Sailing Program (Grant No. 21YF1410500);the Shanghai Rising-Star Program (Grant No. 23QA1404600)。
The development of information technology brings diversification of data sources and large-scale data sets and calls for the exploration of distributed learning algorithms. In distributed systems, some local machines ...
关键词：Byzantine robustness CONVERGENCE distributed learning support vector machine 
Distributed performance constraint control for heterogeneous multiagent systems with dynamic event-triggered mechanism
《Chinese Journal of Aeronautics》2025年第3期124-133,共10页Hongzhen GUO Mou CHEN Peng ZHANG 
supported in part by the National Natural Science Foundation of China(Nos.U23B2036,U2013201).
In this paper, distributed event-triggered performance constraint control is proposed for Heterogeneous Multiagent Systems (HMASs) including quadrotor unmanned aerial vehicles and unmanned ground vehicles in the prese...
关键词：Heterogeneous multiagent systems Quadrotor unmanned aerial vehicles Unmanned ground vehicles Distributed disturbance observer Appoin ted-timne prescribed performance function Event-triggered mechanism 
Azimuthally-distributed wavy inner wall treatment for high subsonic jet noise control
《Chinese Journal of Aeronautics》2025年第3期413-434,共22页Zhenyu NIU Shang WANG Xiaoquan YANG Xiaolong TANG Peifeng WENG 
support from the National Natural Science Foundation of China(Nos.12372256,12072186).
The noise generated by subsonic jet nozzles, commonly encountered in civilian aircraft, is rather significant and propagates in both the upstream and downstream directions due to large-scale and fine-scale turbulence ...
关键词：Jet noise Azimuthally-dis tributed wavy inner wall Jet noise control Large eddy simulation Drag reduction 
Adaptive multi-agent reinforcement learning for dynamic pricing and distributed energy management in virtual power plant networks
《Journal of Electronic Science and Technology》2025年第1期35-59,共25页Jian-Dong Yao Wen-Bin Hao Zhi-Gao Meng Bo Xie Jian-Hua Chen Jia-Qi Wei 
supported by the Science and Technology Project of State Grid Sichuan Electric Power Company Chengdu Power Supply Company under Grant No.521904240005.
This paper presents a novel approach to dynamic pricing and distributed energy management in virtual power plant(VPP)networks using multi-agent reinforcement learning(MARL).As the energy landscape evolves towards grea...
关键词：Distributed energy management Dynamic pricing Multi-agent reinforcement learning Renewable energy integration Virtual power plants 
A robust multi-VSGs coordinated control strategy for distributed secondary frequency regulation in islanded microgrids
《Science China(Technological Sciences)》2025年第3期331-348,共18页Jing ZHANG Yong LI Jinjie LIN Sijia HU Yijia CAO Fang LIU Mingmin ZHANG Li HE 
supported by the National Natural Science Foundation of China(Grant Nos.U22B20104,52407080,52277090,52207097);the International Science and Technology Cooperation Program of China(Grant No.2022YFE0129300);the Science and Technology Innovation Program of Hunan Province(Grant No.2023RC3102);the Excellent Innovation Youth Program of Changsha of China(Grant No.kq2209010);the Key Research and Development Program of Hunan Province(Grant No.2023GK2007)。
Islanded microgrids(IMGs)offer a viable and efficient energy self-sustaining solution for distributed resources in remote areas.While without utility grid support,the frequency of IMG is susceptible to mismatches betw...
关键词：islanded microgrid(IMG) distributed secondary frequency regulation(DSFR) robust multi-VSGs coordinated control linear active disturbance rejection control(LADRC) 
Distributed waveform generation and digitization system based on transparent transmission
《Nuclear Science and Techniques》2025年第3期60-68,共9页Lei Lang Kai Chen Dou Zhu Jing Wang Yi-Chen Yang 
supported by the National Key Research and Development Program of China(No.2022YFA1604703);the National Natural Science Foundation of China(No.12375189);the National Key Research and Development Program of China(No.2021YFA1601300)。
Waveform generation and digitization play essential roles in numerous physics experiments.In traditional distributed systems for large-scale experiments,each frontend node contains an FPGA for data preprocessing,which...
关键词：Transparent transmission Waveform generation Waveform digitization Distributed system 
Deep Reinforcement Learning-based Multi-Objective Scheduling for Distributed Heterogeneous Hybrid Flow Shops with Blocking Constraints
《Engineering》2025年第3期278-291,共14页Xueyan Sun Weiming Shen Jiaxin Fan Birgit Vogel-Heuser Fandi Bi Chunjiang Zhang 
partially supported by the National Key Research and Development Program of the Ministry of Science and Technology of China(2022YFE0114200);the National Natural Science Foundation of China(U20A6004).
This paper investigates a distributed heterogeneous hybrid blocking flow-shop scheduling problem(DHHBFSP)designed to minimize the total tardiness and total energy consumption simultaneously,and proposes an improved pr...
关键词：Multi-objective Markov decision process Multi-agent deep reinforcement learning Proximal policy optimization Distributed hybrid flow-shop scheduling Blocking constraints 
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