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Observer-based l2-l∞ control for singularly perturbed semi-Markov jump systems with an improved weighted TOD protocol
Shen, Hao; Xing, Mengping; Yan, Huaicheng; Cao, Jinde
Sci China Inf Sci, 2022, 65(9): 199204
Keywords: Markov jump systems; Singularly perturbed systems; semi-Markov jump systems; networked control systems; Robust control; try-once-discard protocol
Cite as: Shen H, Xing M P, Yan H C, et al. Observer-based l2-l∞ control for singularly perturbed semi-Markov jump systems with an improved weighted TOD protocol. Sci China Inf Sci, 2022, 65(9): 199204, doi: 10.1007/s11432-021-3345-1

Special Topic: Analysis and Control of Stochastic Systems
Highly Cited in 202407 Hot Paper RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 36

Online Pareto optimal control of mean-field stochastic multi-player systems using policy iteration
Jiang, Xiushan; Wang, Yanshuang; Zhao, Dongya; Shi, Ling
Sci China Inf Sci, 2024, 67(4): 140202
Keywords: mean-field stochastic systems; Pareto optimal control; policy iteration scheme; H-representation
Cite as: Jiang X S, Wang Y S, Zhao D Y, et al. Online Pareto optimal control of mean-field stochastic multi-player systems using policy iteration. Sci China Inf Sci, 2024, 67(4): 140202, doi: 10.1007/s11432-023-3982-y

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Group consensus of multi-agent systems with additive noises
Li, Chuanjian; Zong, Xiaofeng
Sci China Inf Sci, 2022, 65(10): 202205
Keywords: group consensus; multi-agent systems; additive noises; pure group consensus; hybrid group consensus
Cite as: Li C J, Zong X F. Group consensus of multi-agent systems with additive noises. Sci China Inf Sci, 2022, 65(10): 202205, doi: 10.1007/s11432-021-3424-x

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On large action space in EV charging scheduling optimization
Jiang, Zhaoyu; Jia, Qing-Shan; Guan, Xiaohong
Sci China Inf Sci, 2022, 65(2): 122201
Keywords: ev; simulation-based policy improvement; large action space; sampling
Cite as: Jiang Z Y, Jia Q-S, Guan X H. On large action space in EV charging scheduling optimization. Sci China Inf Sci, 2022, 65(2): 122201, doi: 10.1007/s11432-020-3106-7

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pth moment D-stability/stabilization of linear discrete-time stochastic systems
Zhang, Huasheng; Xia, Jianwei; Zhang, Yining; Shen, Hao; Wang, Zhen
Sci China Inf Sci, 2022, 65(3): 139202
Keywords: discrete-time stochastic system; pth moment d-stability; generalized h-representation; power vector; lmi region
Cite as: Zhang H S, Xia J W, Zhang Y N, et al. pth moment D-stability/stabilization of linear discrete-time stochastic systems. Sci China Inf Sci, 2022, 65(3): 139202, doi: 10.1007/s11432-019-2843-9

RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 11

Keywords: multicriteria optimization problems; Pareto optimality; cooperative difference games; discrete-time stochastic LQ theory; the difference Riccati equation; the difference Lyapunov equation
Cite as: Peng C C, Zhang W H. Multicriteria optimization problems of finite horizon stochastic cooperative linear-quadratic difference games. Sci China Inf Sci, 2022, 65(7): 172203, doi: 10.1007/s11432-020-3177-8

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Predefined-time stabilization for nonlinear stochastic Itˆo systems
Zhang, Tianliang; Xu, Shengyuan; Zhang, Weihai
Sci China Inf Sci, 2023, 66(8): 182202
Keywords: stochastic predefined-time stabilization; nonlinear systems; stochastic systems; settling-time function
Cite as: Zhang T L, Xu S Y, Zhang W H. Predefined-time stabilization for nonlinear stochastic Itˆo systems. Sci China Inf Sci, 2023, 66(8): 182202, doi: 10.1007/s11432-022-3690-y

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Observer-based event-triggered asynchronous control of networked Markovian jump systems under deception attacks
Gao, Xiaobin; Deng, Feiqi; Zhang, Hongyang; Zeng, Pengyu
Sci China Inf Sci, 2023, 66(5): 159204
Keywords: Markovian jump systems; MJSs; event-triggered mechanism; ETM; deception attacks; asynchronous control
Cite as: Gao X B, Deng F Q, Zhang H Y, et al. Observer-based event-triggered asynchronous control of networked Markovian jump systems under deception attacks. Sci China Inf Sci, 2023, 66(5): 159204, doi: 10.1007/s11432-020-3238-x

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Keywords: stochastic time-varying nonlinear systems; Markovian switching; weak solutions; stochastic finite-time stability; finite-time control
Cite as: Zhao G-H, Liu S-J. Finite-time stabilization of nonlocal Lipschitzian stochastic time-varying nonlinear systems with Markovian switching. Sci China Inf Sci, 2022, 65(11): 212204, doi: 10.1007/s11432-021-3458-9

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Stochastic stabilization of Markovian jump systems closed by a communication network: an auxiliary system approach
Wang, Guoliang; Song, Siyong; Huang, Chao
Sci China Inf Sci, 2023, 66(10): 202202
Keywords: Markovian jump system; Brownian motion; sampled switching signal; stochastic stabilization; networked control
Cite as: Wang G L, Song S Y, Huang C. Stochastic stabilization of Markovian jump systems closed by a communication network: an auxiliary system approach. Sci China Inf Sci, 2023, 66(10): 202202, doi: 10.1007/s11432-022-3701-7

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Asynchronous control for 2-D Markov jump cyber-physical systems against aperiodic denial-of-service attacks
Cheng, Peng; Wu, Di; He, Shuping; Zhang, Weidong
Sci China Inf Sci, 2023, 66(7): 172204
Keywords: asynchronous; two-dimensional; Markov jump cyber-physical systems; denial-of-service attacks; hidden Markov model
Cite as: Cheng P, Wu D, He S P, et al. Asynchronous control for 2-D Markov jump cyber-physical systems against aperiodic denial-of-service attacks. Sci China Inf Sci, 2023, 66(7): 172204, doi: 10.1007/s11432-022-3660-1

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GE-semigroup method for controllability of stochastic descriptor linear systems
Ge, Zhaoqiang
Sci China Inf Sci, 2023, 66(3): 139201
Keywords: stochastic descriptor linear systems; controllability; observability; GE-semigroup; Hilbert spaces
Cite as: Ge Z Q. GE-semigroup method for controllability of stochastic descriptor linear systems. Sci China Inf Sci, 2023, 66(3): 139201, doi: 10.1007/s11432-020-3288-x

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Adaptive deep reinforcement learning for non-stationary environments
Zhu, Jin; Wei, Yutong; Kang, Yu; Jiang, Xiaofeng; Dullerud, Geir E.
Sci China Inf Sci, 2022, 65(10): 202204
Keywords: adaptive DRL; non-stationary environment; model uncertainty; exploration and exploitation problem; parameter setting; LDP
Cite as: Zhu J, Wei Y T, Kang Y, et al. Adaptive deep reinforcement learning for non-stationary environments. Sci China Inf Sci, 2022, 65(10): 202204, doi: 10.1007/s11432-021-3347-8

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Robust interval stability/stabilization and H-infinity feedback control for uncertain stochastic Markovian jump systems based on the linear operator
Zhang, Huasheng; Xia, Jianwei; Zhuang, Guangming; Shen, Hao
Sci China Inf Sci, 2022, 65(4): 142202
Keywords: markovian jump systems; linear operator; interval stability; interval stabilization; robust h∞ control
Cite as: Zhang H S, Xia J W, Zhuang G M, et al. Robust interval stability/stabilization and H-infinity feedback control for uncertain stochastic Markovian jump systems based on the linear operator. Sci China Inf Sci, 2022, 65(4): 142202, doi: 10.1007/s11432-020-3087-1

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Interval stability/stabilization of impulsive positive systems
Wang, Xuezhen; Zhang, Huasheng; Xia, Jianwei; Sun, Wei; Zhuang, Guangming
Sci China Inf Sci, 2023, 66(1): 112203
Keywords: impulsive positive systems; interval stability/stabilization; copositive Lyapunov function; convergence rate
Cite as: Wang X Z, Zhang H S, Xia J W, et al. Interval stability/stabilization of impulsive positive systems. Sci China Inf Sci, 2023, 66(1): 112203, doi: 10.1007/s11432-021-3426-1

MOOP Supplementary Video Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 4

Common quantitative characteristics of music melodies — pursuing the constrained entropy maximization casually in composition
Nan, Nan; Guan, Xiaohong; Wang, Yixin; Du, Youtian
Sci China Inf Sci, 2022, 65(7): 174201
Keywords: power law; music melody variations; complementary communitive distribution; entropy; functional optimization
Cite as: Nan N, Guan X H, Wang Y X, et al. Common quantitative characteristics of music melodies — pursuing the constrained entropy maximization casually in composition. Sci China Inf Sci, 2022, 65(7): 174201, doi: 10.1007/s11432-021-3366-4

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Keywords: semi-markovian jump systems; time delay; finite-time boundedness; composite anti-disturbance control; uncertain system
Cite as: Xu T B, Gao X W, Qi W H. Finite-time boundedness analysis and composite anti-disturbance control for uncertain semi-Markovian jump systems with time delay. Sci China Inf Sci, 2022, 65(4): 149202, doi: 10.1007/s11432-019-2879-0

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Prescribed-time stabilization and inverse optimal control of stochastic high-order nonlinear systems
Liu, Ran; Wang, Hui; Li, Wuquan
Sci China Inf Sci, 2024, 67(2): 122202
Keywords: stochastic high-order nonlinear systems; prescribed-time stabilization; the scaled design; inverse optimality
Cite as: Liu R, Wang H, Li W Q. Prescribed-time stabilization and inverse optimal control of stochastic high-order nonlinear systems. Sci China Inf Sci, 2024, 67(2): 122202, doi: 10.1007/s11432-022-3842-2

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Linear-quadratic optimal control for partially observed forward-backward stochastic systems with random jumps
Chen, Tian; Wang, Guangchen; Wu, Zhen
Sci China Inf Sci, 2022, 65(11): 212205
Keywords: LQ optimal control; partially observed stochastic system; random jumps; backward separation principle; optimal filtering
Cite as: Chen T, Wang G C, Wu Z. Linear-quadratic optimal control for partially observed forward-backward stochastic systems with random jumps. Sci China Inf Sci, 2022, 65(11): 212205, doi: 10.1007/s11432-021-3559-3

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Resilient dynamic event-triggered and self-triggered control for Markov jump systems under denial-of-service attacks
Zeng, Pengyu; Deng, Feiqi; Liu, Xiaohua; Zhang, Hongyang
Sci China Inf Sci, 2022, 65(9): 199203
Keywords: markov jump systems; dynamic event-triggering scheme (ets); self-triggering scheme (sts); denial-of-service (dos) attacks; resilient control
Cite as: Zeng P Y, Deng F Q, Liu X H, et al. Resilient dynamic event-triggered and self-triggered control for Markov jump systems under denial-of-service attacks. Sci China Inf Sci, 2022, 65(9): 199203, doi: 10.1007/s11432-020-3186-8

Special Topic: Analysis and Control of Stochastic Systems
RESEARCH PAPER Webpage Webpage-cn SpringerLink Google Scholar Cited in SCI: 2

Fixed-time stabilization of output-constrained stochastic high-order nonlinear systems
Xie, Ruiming; Xu, Shengyuan
Sci China Inf Sci, 2024, 67(4): 140201
Keywords: stochastic high-order nonlinear system; output constraint; high-order and low-order nonlinearity; xed-time stabilization; nite-time stabilization
Cite as: Xie R M, Xu S Y. Fixed-time stabilization of output-constrained stochastic high-order nonlinear systems. Sci China Inf Sci, 2024, 67(4): 140201, doi: 10.1007/s11432-023-3981-9

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Keywords: stochastic high-order planar nonlinear system; output constraint; stochastic inverse dynamics; output feedback stabilization; stochastic integral input-to-state stability; SiISS
Cite as: Xie R M, Xu S Y. Output feedback stabilization of stochastic high-order planar nonlinear systems with stochastic inverse dynamics and output-constraint. Sci China Inf Sci, 2024, 67(3): 132205, doi: 10.1007/s11432-023-3875-5

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Value iteration algorithm for continuous-time linear quadratic stochastic optimal control problems
Wang, Guangchen; Zhang, Heng
Sci China Inf Sci, 2024, 67(2): 122204
Keywords: stochastic systems; optimal control; linear quadratic stochastic problem; generalized algebraic Riccati equation; value iteration algorithm
Cite as: Wang G C, Zhang H. Value iteration algorithm for continuous-time linear quadratic stochastic optimal control problems. Sci China Inf Sci, 2024, 67(2): 122204, doi: 10.1007/s11432-023-3820-3

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Demand response management of smart grid based on Stackelberg-evolutionary joint game
Li, Jun; Li, Tao; Dong, Daoyi
Sci China Inf Sci, 2023, 66(8): 182201
Keywords: smart grid; real-time pricing; demand response management; Stackelberg game; multi-population evolutionary game
Cite as: Li J, Li T, Dong D Y. Demand response management of smart grid based on Stackelberg-evolutionary joint game. Sci China Inf Sci, 2023, 66(8): 182201, doi: 10.1007/s11432-022-3674-6

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Practical tracking of MIMO uncertain stochastic systems driven by colored noises via active disturbance rejection control
Lv, Chunwan; Ouyang, Zhengyong; Wu, Zehao; Deng, Feiqi; Xiao, Mingqing
Sci China Inf Sci, 2022, 65(6): 162208
Keywords: uncertain stochastic systems; active disturbance rejection control; extended state observer; tracking; colored noise
Cite as: Lv C W, Ouyang Z Y, Wu Z H, et al. Practical tracking of MIMO uncertain stochastic systems driven by colored noises via active disturbance rejection control. Sci China Inf Sci, 2022, 65(6): 162208, doi: 10.1007/s11432-020-3146-y

Special Topic: Analysis and Control of Stochastic Systems
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Hybrid stochastic control strategy by two-layer networks for dissipating urban traffic congestion
Zhong, Xiaojing; Pang, Bin; Deng, Feiqi; Zhao, Xueyan
Sci China Inf Sci, 2024, 67(4): 140204
Keywords: urban road congestion propagation; hybrid control strategy; two-layer propagation model; stochastic stabilization; network control
Cite as: Zhong X J, Pang B, Deng F Q, et al. Hybrid stochastic control strategy by two-layer networks for dissipating urban traffic congestion. Sci China Inf Sci, 2024, 67(4): 140204, doi: 10.1007/s11432-023-3983-7

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On the convergence of tracking differentiator with multiple stochastic disturbances
Wu, Zehao; Zhou, Huacheng; Guo, Baozhu; Deng, Feiqi
Sci China Inf Sci, 2024, 67(2): 122203
Keywords: tracking differentiator; convergence; noise-tolerance; filtering performance; multiple stochastic disturbances
Cite as: Wu Z H, Zhou H C, Guo B Z, et al. On the convergence of tracking differentiator with multiple stochastic disturbances. Sci China Inf Sci, 2024, 67(2): 122203, doi: 10.1007/s11432-022-3815-4

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Input-to-state stability analysis of stochastic delayed switching systems
Yu, Peilin; Deng, Feiqi; Zhao, Xueyan; Sun, Yuanyuan
Sci China Inf Sci, 2023, 66(11): 212206
Keywords: input-to-state stability; synchronous switching; asynchronous switching; Lyapunov-Razumikhin technique; mode-dependent average dwell time; comparison theorem approach
Cite as: Yu P L, Deng F Q, Zhao X Y, et al. Input-to-state stability analysis of stochastic delayed switching systems. Sci China Inf Sci, 2023, 66(11): 212206, doi: 10.1007/s11432-023-3819-0

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Policy iteration-based adaptive optimal control for Markov jump systems: a transition-probability-free asynchronous approach
Cheng, Weidi; Ren, Chengcheng; He, Shuping; Sun, Changyin
Sci China Inf Sci, 2024, 67(11): 219203
Keywords: asynchronous control; policy iteration; adaptive optimal controller; Markov jump systems; hidden Markov model
Cite as: Cheng W D, Ren C C, He S P, et al. Policy iteration-based adaptive optimal control for Markov jump systems: a transition-probability-free asynchronous approach. Sci China Inf Sci, 2024, 67(11): 219203, doi: 10.1007/s11432-024-4139-6

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Mean-square consensus control of multi-agent systems driven by fractional Brownian motion
Yuan, Xiaolin; Yu, Yongguang; Su, Wei; Ren, Guojian
Sci China Inf Sci, 2024, 67(11): 219202
Keywords: fractional Brownian motion; fractional Ito formula; Malliavin derivative; Skorokhod-type stochastic integral; multi-agent systems; stochastic stability analysis
Cite as: Yuan X L, Yu Y G, Su W, et al. Mean-square consensus control of multi-agent systems driven by fractional Brownian motion. Sci China Inf Sci, 2024, 67(11): 219202, doi: 10.1007/s11432-023-4175-9

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A zero-sum hybrid stochastic differential game with impulse controls
Lv, Siyu; Wu, Zhen; Xiong, Jie
Sci China Inf Sci, 2024, 67(11): 212209
Keywords: stochastic differential game; Markov chain; impulse control; HJBI equation; viscosity solution; verification theorem
Cite as: Lv S Y, Wu Z, Xiong J. A zero-sum hybrid stochastic differential game with impulse controls. Sci China Inf Sci, 2024, 67(11): 212209, doi: 10.1007/s11432-023-4062-6

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Mean-square exponential stability of stochastic Volterra systems in infinite dimensions
Fu, Lin; Peng, Shiguo; Deng, Feiqi; Zhu, Quanxin
Sci China Inf Sci, 2024, 67(10): 202206
Keywords: stochastic integro-differential equations; mean-square exponential stability; stochastic distributed parameter systems; Hardy space; composition operators
Cite as: Fu L, Peng S G, Deng F Q, et al. Mean-square exponential stability of stochastic Volterra systems in infinite dimensions. Sci China Inf Sci, 2024, 67(10): 202206, doi: 10.1007/s11432-023-4036-0

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Stability analysis and stabilization of semi-Markov jump linear systems with unavailable sojourn-time information
Wu, Xiaotai; Tang, Yang; Mao, Shuai; Zhao, Ying
Sci China Inf Sci, 2024, 67(7): 172201
Keywords: semi-Markov chain; semi-Markov jump linear systems; σ-error mean square stability; unavailable sojourn-time information
Cite as: Wu X T, Tang Y, Mao S, et al. Stability analysis and stabilization of semi-Markov jump linear systems with unavailable sojourn-time information. Sci China Inf Sci, 2024, 67(7): 172201, doi: 10.1007/s11432-023-4065-2

Special Topic: Analysis and Control of Stochastic Systems
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An online value iteration method for linear-quadratic mean field social control with unknown dynamics
Wang, Bing-Chang; Li, Shumei; Cao, Ying
Sci China Inf Sci, 2024, 67(4): 140203
Keywords: value iteration; robust dynamic programming; mean field; ergodic control; online learning algorithm
Cite as: Wang B C, Li S M, Cao Y. An online value iteration method for linear-quadratic mean field social control with unknown dynamics. Sci China Inf Sci, 2024, 67(4): 140203, doi: 10.1007/s11432-023-3962-0

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Multicase finite-time stabilization of stochastic memristor neural network with adaptive PI control
Wei, Fei; Chen, Guici; Zhu, Song
Sci China Inf Sci, 2023, 66(12): 222207
Keywords: stochastic delayed memristor neural networks; multicase finite-time stabilization; PI control; adaptive PI control
Cite as: Wei F, Chen G C, Zhu S. Multicase finite-time stabilization of stochastic memristor neural network with adaptive PI control. Sci China Inf Sci, 2023, 66(12): 222207, doi: 10.1007/s11432-022-3790-4

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Asymptotic behavior of least squares estimators for nonlinear autoregressive models
Liu, Zhaobo; Li, Chanying
Sci China Inf Sci, 2023, 66(6): 169204
Keywords: nonlinear autoregressive models; strong consistency; least squares; parameter identification; asymptotic behavior
Cite as: Liu Z B, Li C Y. Asymptotic behavior of least squares estimators for nonlinear autoregressive models. Sci China Inf Sci, 2023, 66(6): 169204, doi: 10.1007/s11432-021-3309-7