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Keywords: distributed observer; finite-time tracking; homogeneous technique; intermittent communication; multiple heterogeneous AUVs
Cite as: Chen B, Hu J P, Ghosh B K. Finite-time tracking control of heterogeneous multi-AUV systems with partial measurements and intermittent communication. Sci China Inf Sci, 2024, 67: 152202, doi: 10.1007/s11432-023-3903-6
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Keywords: multi-robot system; region tracking; robust control; adaptive control; distributed control
Cite as: Fu J J, Lv Y Z, Yu W W. Robust adaptive time-varying region tracking control of multi-robot systems. Sci China Inf Sci, 2023, 66: 159202, doi: 10.1007/s11432-020-3299-2
Special Topic: Entanglement of Control and Optimization
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Reinforcement learning for optimal tracking of large-scale systems with multitime scales
Li, Jinna; Nie, Hao; Chai, Tianyou; Lewis, Frank L.
Sci China Inf Sci, 2023, 66(7): 170201
Keywords: reinforcement learning; singular perturbation; multitime scales; data-driven control
Cite as: Li J N, Nie H, Chai T Y, et al. Reinforcement learning for optimal tracking of large-scale systems with multitime scales. Sci China Inf Sci, 2023, 66: 170201, doi: 10.1007/s11432-022-3796-2
Special Topic: Entanglement of Control and Optimization
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Keywords: adaptive dynamic programming; cooperative control; distributed adaptive internal model; multi-agent systems; optimal output regulation
Cite as: Xie K D, Jiang Y, Yu X, et al. Data-driven cooperative optimal output regulation for linear discrete-time multi-agent systems by online distributed adaptive internal model approach. Sci China Inf Sci, 2023, 66: 170202, doi: 10.1007/s11432-022-3687-1
Special Topic: Entanglement of Control and Optimization
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Keywords: heterogeneous multiagent systems; HMAS; reinforcement learning; RL; optimal output syn- chronization; communication delays
Cite as: Xu Y, Wu Z-G, Che W-W, et al. Reinforcement learning-based unknown reference tracking control of HMASs with nonidentical communication delays. Sci China Inf Sci, 2023, 66: 170203, doi: 10.1007/s11432-022-3729-7
Special Topic: Entanglement of Control and Optimization
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Predefined-time distributed multiobjective optimization for network resource allocation
Zhang, Kunpeng; Xu, Lei; Yi, Xinlei; Ding, Zhengtao; Johansson, Karl H.; Chai, Tianyou; Yang, Tao
Sci China Inf Sci, 2023, 66(7): 170204
Keywords: distributed optimization; multiobjective optimization; predefined-time algorithms; time-based generators; weighted Lp preference index
Cite as: Zhang K P, Xu L, Yi X L, et al. Predefined-time distributed multiobjective optimization for network resource allocation. Sci China Inf Sci, 2023, 66: 170204, doi: 10.1007/s11432-022-3791-8
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A survey of decision making in adversarial games
Li, Xiuxian; Meng, Min; Hong, Yiguang; Chen, Jie
Sci China Inf Sci, 2024, 67(4): 141201
Keywords: adversarial games; zero-sum games; Stackelberg games; differential games; Nash equilibrium; correlated equilibrium; regret
Cite as: Li X X, Meng M, Hong Y G, et al. A survey of decision making in adversarial games. Sci China Inf Sci, 2024, 67: 141201, doi: 10.1007/s11432-022-3777-y
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Keywords: optimal consensus; dynamic event-triggered control; synchronous and asynchronous communications
Cite as: Zhang J, Zhang H G, Zhou B W, et al. Distributed optimal consensus of multiagent systems with Markovian switching topologies: synchronous and asynchronous communications. Sci China Inf Sci, 2023, 66: 222209, doi: 10.1007/s11432-023-3843-7
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Modified graph systems for distributed optimization
Xia, Zicong; Liu, Yang; Wang, Dongyun; Gui, Weihua
Sci China Inf Sci, 2023, 66(12): 222202
Keywords: distributed optimization; modified graph system; neurodynamic optimization; communication graph
Cite as: Xia Z C, Liu Y, Wang D Y, et al. Modified graph systems for distributed optimization. Sci China Inf Sci, 2023, 66: 222202, doi: 10.1007/s11432-022-3781-4
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Keywords: Multi-agent systems; Consensus; Hybrid systems; Hybrid output feedback; Cooperative control
Cite as: Zhang Y, Su Y F. Consensus of hybrid linear multi-agent systems with periodic jumps. Sci China Inf Sci, 2023, 66: 179204, doi: 10.1007/s11432-021-3413-x
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Keywords: cyber-physical microgrid; load frequency control; quadratic convex framework; stability analysis
Cite as: He J, Liang Y, Hao X H, et al. A quadratic convex framework with bigger freedom for the stability analysis of a cyber-physical microgrid system. Sci China Inf Sci, 2023, 66: 122202, doi: 10.1007/s11432-021-3433-8
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A model predictive control strategy with switching cost functions for cooperative operation of trains
Zhang, Zixuan; Song, Haifeng; Wang, Hongwei; Liu, Ling; Dong, Hairong
Sci China Inf Sci, 2023, 66(7): 172206
Keywords: cooperative control; switching cost functions; model predictive control; automatic train operation; railway train
Cite as: Zhang Z X, Song H F, Wang H W, et al. A model predictive control strategy with switching cost functions for cooperative operation of trains. Sci China Inf Sci, 2023, 66: 172206, doi: 10.1007/s11432-022-3662-x
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Rating-protocol optimization for blockchain-enabled hybrid energy trading in smart grids
Bao, Zheng; Tang, Changbing; Lin, Feilong; Zheng, Zhonglong; Yu, Xinghuo
Sci China Inf Sci, 2023, 66(5): 159205
Keywords: blockchain; smart grid; rating protocol; incentive mechanism; hybrid trading
Cite as: Bao Z, Tang C B, Lin F L, et al. Rating-protocol optimization for blockchain-enabled hybrid energy trading in smart grids. Sci China Inf Sci, 2023, 66: 159205, doi: 10.1007/s11432-021-3390-7
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Fully distributed event-triggered affine formation maneuver control over directed graphs
Chang, Zeze; Song, Weihao; Wang, Junjie; Li, Zhongkui
Sci China Inf Sci, 2023, 66(6): 164201
Keywords: formation control; event-triggered control; multi-agent systems; fully distributed control; directed graph
Cite as: Chang Z Z, Song W H, Wang J J, et al. Fully distributed event-triggered affine formation maneuver control over directed graphs. Sci China Inf Sci, 2023, 66: 164201, doi: 10.1007/s11432-022-3638-9
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Keywords: Euler-Lagrange systems; underactuated system; containment control; adaptive-robust control
Cite as: Su H S, Wu Y L, Zhang L R, et al. Structure-free containment control for uncertain underactuated multiple Euler-Lagrange systems. Sci China Inf Sci, 2023, 66: 212203, doi: 10.1007/s11432-022-3711-1
Special Topic: Control, Optimization, and Learning for Networked Systems
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Cited in SCI: 5
Sampled-data bipartite containment control over a network of wave equations
Chen, Yining; Zuo, Zhiqiang; Wang, Yijing
Sci China Inf Sci, 2023, 66(9): 190202
Keywords: bipartite containment control; sampled-data control; multi-agent system; partial differential equation
Cite as: Chen Y N, Zuo Z Q, Wang Y J. Sampled-data bipartite containment control over a network of wave equations. Sci China Inf Sci, 2023, 66: 190202, doi: 10.1007/s11432-022-3747-2
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Keywords: noncooperative games; event-triggered communication; coding-decoding; quantization
Cite as: Yang S F, Xu W Y, He W L, et al. Distributed generalized Nash equilibrium seeking: event-triggered coding-decoding-based secure communication. Sci China Inf Sci, 2024, 67: 172205, doi: 10.1007/s11432-023-4009-4
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A zeroth-order algorithm for distributed optimization with stochastic stripe observations
Wang, Yinghui; Zeng, Xianlin; Zhao, Wenxiao; Hong, Yiguang
Sci China Inf Sci, 2023, 66(9): 199202
Keywords: distributed algorithm; stochastic; stripe observations; zeroth-order method; distributed optimization
Cite as: Wang Y H, Zeng X L, Zhao W X, et al. A zeroth-order algorithm for distributed optimization with stochastic stripe observations. Sci China Inf Sci, 2023, 66: 199202, doi: 10.1007/s11432-022-3637-y
Special Topic: Control, Optimization, and Learning for Networked Systems
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Keywords: cooperative output regulation; heterogeneous multi-agent systems; DoS attacks; linear parameter-varying systems
Cite as: Fu C C, Zhang H, Huang C, et al. Secure cooperative output regulation for linear parameter-varying systems under DoS attacks: a resilient observer approach. Sci China Inf Sci, 2023, 66: 190203, doi: 10.1007/s11432-022-3792-5
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Distributed periodic event-triggered terminal sliding mode control for vehicular platoon system
Li, Mengjie; Li, Shaobao; Luo, Xiaoyuan; Zheng, Xinquan; Guan, Xinping
Sci China Inf Sci, 2023, 66(12): 229203
Keywords: Platoon control; Sliding mode control; Vehicular platoon systems; Periodic event-triggered mechanism; Traffic flow stability
Cite as: Li M J, Li S B, Luo X Y, et al. Distributed periodic event-triggered terminal sliding mode control for vehicular platoon system. Sci China Inf Sci, 2023, 66: 229203, doi: 10.1007/s11432-023-3840-x
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Keywords: distributed secondary control; islanded microgrid; iterative learning control; sliding mode control; external disturbances
Cite as: Su H Y, Lai J G. Distributed robust iterative learning control for AC microgrids with external disturbances. Sci China Inf Sci, 2025, 68: 202201, doi: 10.1007/s11432-024-4271-6
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Keywords: multiagent systems; event-triggered mechanism; prioritized experience replay; dual-structured neural networks; optimal consensus control
Cite as: Zhang C J, Ji L H, Yang S S, et al. Distributed optimal consensus control for multiagent systems based on event-triggered and prioritized experience replay strategies. Sci China Inf Sci, 2025, 68: 112206, doi: 10.1007/s11432-023-4183-4
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Keywords: Pinning control; Bearing-only formation; Finite-time; Multi-agent systems; Collision avoidance
Cite as: Liu C J, Zhu W, Sun F L. Finite-time bearing-only formation of first-order multi-agent systems under pinning control. Sci China Inf Sci, 2024, 67: 159203, doi: 10.1007/s11432-023-3999-5
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Keywords: Consensus; Communication link faults; Rigid body systems; Attitude consensus; Resilience
Cite as: Su H S, Li Z H. Adaptive leader-following attitude consensus of multiple rigid body systems with resilience to communication link faults. Sci China Inf Sci, 2023, 66: 209201, doi: 10.1007/s11432-021-3689-6
Special Topic: Control, Optimization, and Learning for Networked Systems
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Keywords: distributed observer; heterogeneous multi-agent system; sign consensus; switching signed graph; leaderless consensus
Cite as: Meng Y H, Zhang H W, Wu A G. Leaderless output sign consensus of heterogeneous multi-agent systems over switching signed graphs. Sci China Inf Sci, 2023, 66: 190208, doi: 10.1007/s11432-022-3776-5
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Towards proof-of-prospect consensus mechanism for maximizing consumers' satisfaction in distributed energy systems
Xie, Yuqi; Tang, Changbing; Chen, Zhiyi; Lai, Jingang; Zheng, Zhonglong; Yu, Xinghuo
Sci China Inf Sci, 2026, 69(2): 122202
Keywords: blockchain consensus mechanism; distributed energy systems; distributed optimization; prospect theory; risk decision; satisfaction
Cite as: Xie Y Q, Tang C B, Chen Z Y, et al. Towards proof-of-prospect consensus mechanism for maximizing consumers' satisfaction in distributed energy systems. Sci China Inf Sci, 2026, 69: 122202, doi: 10.1007/s11432-024-4438-5
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Distributed Nash equilibrium for pursuit-evasion game with one evader and multiple pursuers
Wang, Libing; Liu, Zhixin; Yuan, Shuo; Pu, Zhiqiang
Sci China Inf Sci, 2025, 68(9): 192205
Keywords: multiplayer pursuit-evasion game; distributed control strategy; differential games; Nash equilibrium; distributed observer
Cite as: Wang L B, Liu Z X, Yuan S, et al. Distributed Nash equilibrium for pursuit-evasion game with one evader and multiple pursuers. Sci China Inf Sci, 2025, 68: 192205, doi: 10.1007/s11432-024-4274-8
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Keywords: distributed optimization; nonlinear dynamics; adaptive control; continuous optimization algorithm; robust control
Cite as: Gong P, Wang Q-G. Robust adaptive distributed optimization for heterogeneous unknown second-order nonlinear multiagent systems. Sci China Inf Sci, 2025, 68: 149202, doi: 10.1007/s11432-024-4314-8
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Keywords: distributed optimization; economic dispatch; gossip algorithms; multi-agent systems; consensus algorithm
Cite as: Zhang Y M, Zhang Y L, Liu Z X, et al. Gossip-based algorithm for economic dispatch of microgrids integrating isolated and grid-connected modes. Sci China Inf Sci, 2025, 68: 132204, doi: 10.1007/s11432-024-4140-5
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Inexact proximal gradient algorithm with random reshuffling for nonsmooth optimization
Jiang, Xia; Fang, Yanyan; Zeng, Xianlin; Sun, Jian; Chen, Jie
Sci China Inf Sci, 2025, 68(1): 112201
Keywords: proximal operator; random reshuffling; inexact computation; compressed sensing; nonsmooth optimization
Cite as: Jiang X, Fang Y Y, Zeng X L, et al. Inexact proximal gradient algorithm with random reshuffling for nonsmooth optimization. Sci China Inf Sci, 2025, 68: 112201, doi: 10.1007/s11432-023-4095-y
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Optimization methods rooted in optimal control
Zhang, Huanshui; Wang, Hongxia; Xu, Yeming; Guo, Ziyuan
Sci China Inf Sci, 2024, 67(12): 222208
Keywords: optimal control; optimization methods; optimization algorithm; maximum principle; superlinear convergence
Cite as: Zhang H S, Wang H X, Xu Y M, et al. Optimization methods rooted in optimal control. Sci China Inf Sci, 2024, 67: 222208, doi: 10.1007/s11432-024-4207-5
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Keywords: mixed integer programming; decomposition methods; distributed optimization
Cite as: Tian F Z, Liu H Z, Yu W W. A distributed decomposition algorithm for solving large-scale mixed integer programming problem. Sci China Inf Sci, 2024, 67: 222205, doi: 10.1007/s11432-024-4210-2
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A reputation-based blockchain scheme for sustained carbon emission reduction
Zhou, Lixiao; Tang, Changbing; Bao, Zheng; Liu, Yang; Yu, Xinghuo
Sci China Inf Sci, 2024, 67(5): 159202
Keywords: blockchain; consensus protocol; carbon emission reduction; Emission Trading Schemes; Public Goods Game
Cite as: Zhou L X, Tang C B, Bao Z, et al. A reputation-based blockchain scheme for sustained carbon emission reduction. Sci China Inf Sci, 2024, 67: 159202, doi: 10.1007/s11432-023-3967-0
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Distributed sensor network localization based on local bearing measurement
Zhang, Hao; Lv, Yunkai; Wang, Zhuping; Zhan, Zhian; Yan, Huaicheng
Sci China Inf Sci, 2023, 66(12): 229202
Keywords: network localization; local bearing measurements; orientation estimation; directed acyclic graph; distributed estimation
Cite as: Zhang H, Lv Y K, Wang Z P, et al. Distributed sensor network localization based on local bearing measurement. Sci China Inf Sci, 2023, 66: 229202, doi: 10.1007/s11432-022-3797-2
Special Topic: Control, Optimization, and Learning for Networked Systems
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Keywords: data-driven control; interconnected system; traffic light control; prediction control; adaptive predictive control
Cite as: Ru X F, Mei C Y, Xia W G, et al. Distributed model-free adaptive predictive control of traffic lights for multiple interconnected intersections. Sci China Inf Sci, 2023, 66: 190209, doi: 10.1007/s11432-022-3825-4
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Cited in SCI: 0
Asynchronous and aperiodic sampled-data control for general linear multiagent systems
Zhang, Xiaodan; Xiao, Feng; Zheng, Yuanshi; Wang, Aiping
Sci China Inf Sci, 2026, 69(2): 122204
Keywords: asynchronous sampling; hybrid systems; multiagent systems; reverse average dwell time
Cite as: Zhang X D, Xiao F, Zheng Y S, et al. Asynchronous and aperiodic sampled-data control for general linear multiagent systems. Sci China Inf Sci, 2026, 69: 122204, doi: 10.1007/s11432-024-4391-2
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Keywords: distributed resource allocation; nonlinear uncertainty; multiagent system; extended state observer; active disturbance rejection control
Cite as: He J L, Chen S, Xue W C. Resource allocation for high-order multiagent systems with uncertainties from non-neighboring nodes. Sci China Inf Sci, 2026, 69: 122203, doi: 10.1007/s11432-024-4390-2
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Keywords: reinforcement learning; distributed policy evaluation; jointly connected network; distributed optimization; multi-agent systems
Cite as: Chen G, Pu C L, Zhou Y Y, et al. Multi-agent robust policy evaluation for reinforcement learning via primal-dual online time-averaging. Sci China Inf Sci, 2025, 68: 229203, doi: 10.1007/s11432-024-4578-2
Special Topic: Mean-Field Game and Control of Large Population Systems: From Theory to Practice
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Optimal tax-subsidy incentive for population games based on mean field approximation
Chai, Yingying; Wu, Zhenyu; Wu, Yuhu; Le, Shuting
Sci China Inf Sci, 2025, 68(11): 210213
Keywords: evolutionary dynamics; mean field approximation; Hamilton-Jacobi-Bellman equation; population games; cooperation; Monte-Carlo simulation; tax-subsidy incentive
Cite as: Chai Y Y, Wu Z Y, Wu Y H, et al. Optimal tax-subsidy incentive for population games based on mean field approximation. Sci China Inf Sci, 2025, 68: 210213, doi: 10.1007/s11432-025-4653-4
Special Topic: Mean-Field Game and Control of Large Population Systems: From Theory to Practice
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Keywords: Stackelberg mean field game; Stackelberg equilibrium; power grid balance; HVAC loads; collective control
Cite as: Zhang Y X, Yang S H, Shen T L. Stackelberg mean field game-based decentralized collective control for large-scale population of HVACs under grid balancing. Sci China Inf Sci, 2025, 68: 210205, doi: 10.1007/s11432-025-4657-5
Special Topic: Mean-Field Game and Control of Large Population Systems: From Theory to Practice
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Mean field games for urban mobility: a review
Di, Xuan; Xu, Zhenhui; Shen, Tielong
Sci China Inf Sci, 2025, 68(11): 210201
Keywords: mean field game; traffic flow; vehicle routing; speed consensus; EV charging
Cite as: Di X, Xu Z H, Shen T L. Mean field games for urban mobility: a review. Sci China Inf Sci, 2025, 68: 210201, doi: 10.1007/s11432-025-4649-7
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Existence and uniqueness of mean field equilibrium in continuous bandit game
Wang, Xiong; Li, Yuqing; Jia, Riheng
Sci China Inf Sci, 2025, 68(3): 139201
Keywords: mean field; multi-armed bandit; generalized continuous reward; equilibrium; existence and uniqueness
Cite as: Wang X, Li Y Q, Jia R H. Existence and uniqueness of mean field equilibrium in continuous bandit game. Sci China Inf Sci, 2025, 68: 139201, doi: 10.1007/s11432-024-4267-7
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Keywords: formation tracking control; region constraints; repulsive potential function; event-triggered mechanism
Cite as: Sun F L, Xu Z H, Zhu W, et al. Observer-based event-triggered formation tracking control for second-order multi-agent systems in constrained region. Sci China Inf Sci, 2025, 68: 122201, doi: 10.1007/s11432-023-4218-9
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Mean-square prescribed finite-time output consensus of high-order linear multi-agent systems
Liang, Qingpeng; Huang, Deqing; Ma, Lei; Hu, Jiangping; Wu, Yanzhi
Sci China Inf Sci, 2024, 67(12): 229201
Keywords: multi-agent systems; communication noises; mean-square prescribed finite-time output consensus; stochastic approximation gain; distributed control
Cite as: Liang Q P, Huang D Q, Ma L, et al. Mean-square prescribed finite-time output consensus of high-order linear multi-agent systems. Sci China Inf Sci, 2024, 67: 229201, doi: 10.1007/s11432-023-4193-1
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Improved dynamic regret of distributed online multiple Frank-Wolfe convex optimization
Zhang, Wentao; Shi, Yang; Zhang, Baoyong; Yuan, Deming
Sci China Inf Sci, 2024, 67(11): 212201
Keywords: distributed online convex optimization; multiple iterations; Frank-Wolfe algorithm; dynamic regret; gradient tracking method
Cite as: Zhang W T, Shi Y, Zhang B Y, et al. Improved dynamic regret of distributed online multiple Frank-Wolfe convex optimization. Sci China Inf Sci, 2024, 67: 212201, doi: 10.1007/s11432-023-4086-5