Special Topic: Logical System Control - SCIENCE CHINA Information Sciences

Special Topic: Logical System Control
SCIS Selected Articles on Semi-Tensor Product (STP)
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Semi-tensor product-based convolutional neural network
Cheng D Z, Zhang X
Sci China Inf Sci, 2026, 69(4): 140201

Keywords: semi-tensor product; domain-based convolution; convolutional neural network; irregular image; higher-order signal identification

Cite as: Cheng D Z, Zhang X. Semi-tensor product-based convolutional neural network. Sci China Inf Sci, 2026, 69: 140201, doi: 10.1007/s11432-025-4734-4

Special Topic: Logical System Control
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Optimal control of Boolean control networks: a data-driven perspective
Disaro G, Valcher M E
Sci China Inf Sci, 2026, 69(4): 140202

Keywords: data-driven methods; Boolean control networks; algebraic representation; optimal control; λ switch

Cite as: Disaro G, Valcher M E. Optimal control of Boolean control networks: a data-driven perspective. Sci China Inf Sci, 2026, 69: 140202, doi: 10.1007/s11432-025-4787-9

Special Topic: Logical System Control
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A data-driven framework for constrained control of Boolean networks
Zhong D Y, Li Y Y, Zhong J, et al
Sci China Inf Sci, 2026, 69(4): 140203

Keywords: Boolean networks; data-driven control; stabilization; algebraic state space representation

Cite as: Zhong D Y, Li Y Y, Zhong J, et al. A data-driven framework for constrained control of Boolean networks. Sci China Inf Sci, 2026, 69: 140203, doi: 10.1007/s11432-025-4788-y

Special Topic: Logical System Control
SCIS Selected Articles on Semi-Tensor Product (STP)
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A dimension-keeping semi-tensor product framework for compressed sensing
Qi Q, Tayebi A, Cheng D Z, et al
Sci China Inf Sci, 2026, 69(4): 140204

Keywords: compressed sensing; semi-tensor product; dimension-keeping semi-tensor product; image reconstruction; noise reduction

Cite as: Qi Q, Tayebi A, Cheng D Z, et al. A dimension-keeping semi-tensor product framework for compressed sensing. Sci China Inf Sci, 2026, 69: 140204, doi: 10.1007/s11432-025-4825-9

Special Topic: Logical System Control
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Non-oscillation of asynchronous stochastic logical networks through negative circuits of the joint interaction graph
Li W R, Li H T
Sci China Inf Sci, 2026, 69(4): 140205

Keywords: asynchronous stochastic logical networks; oscillation; set stability; negative circuits; joint interaction graph; node removal

Cite as: Li W R, Li H T. Non-oscillation of asynchronous stochastic logical networks through negative circuits of the joint interaction graph. Sci China Inf Sci, 2026, 69: 140205, doi: 10.1007/s11432-025-4854-0

Special Topic: Logical System Control
SCIS Selected Articles on Semi-Tensor Product (STP)
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Communication and control co-design for heterogeneous industrial IoT over state- dependent Markov fading channels
Wang S L, Zhu S Y, Chen C L, et al
Sci China Inf Sci, 2026, 69(4): 140206

Keywords: stochastic switched system; mean-square stability; semi-tensor product of matrices; vector representation of logic; state-dependent Markov fading channel

Cite as: Wang S L, Zhu S Y, Chen C L, et al. Communication and control co-design for heterogeneous industrial IoT over state- dependent Markov fading channels. Sci China Inf Sci, 2026, 69: 140206, doi: 10.1007/s11432-025-4768-9

Special Topic: Logical System Control
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Observability and approximate observability of Boolean control networks from finite offline data
Ge X Y, Akutsu T, Sun L J, et al
Sci China Inf Sci, 2026, 69(4): 140207

Keywords: Boolean control networks; observability; data-driven; data informativity; matrix representations

Cite as: Ge X Y, Akutsu T, Sun L J, et al. Observability and approximate observability of Boolean control networks from finite offline data. Sci China Inf Sci, 2026, 69: 140207, doi: 10.1007/s11432-025-4750-x

Special Topic: Logical System Control
SCIS Selected Articles on Semi-Tensor Product (STP)
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Algebraic expressions for stochastic dynamics in populations: from strategy profile to aggregate state
Chai Y Y, Jiang C F, Gao J W, et al
Sci China Inf Sci, 2026, 69(4): 140208

Keywords: stochastic dynamics; semi-tensor product; population game; algebraic expression; aggregation

Cite as: Chai Y Y, Jiang C F, Gao J W, et al. Algebraic expressions for stochastic dynamics in populations: from strategy profile to aggregate state. Sci China Inf Sci, 2026, 69: 140208, doi: 10.1007/s11432-025-4832-7

Special Topic: Logical System Control
SCIS Selected Articles on Semi-Tensor Product (STP)
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Equilibrium existence and convergence of congestion games with stochastic disturbances
Fu S H, Wang J J, Wang Z R, et al
Sci China Inf Sci, 2026, 69(4): 140209

Keywords: Nash equilibrium; congestion games; stochastic disturbances; convergence; semi-tensor product of matrices

Cite as: Fu S H, Wang J J, Wang Z R, et al. Equilibrium existence and convergence of congestion games with stochastic disturbances. Sci China Inf Sci, 2026, 69: 140209, doi: 10.1007/s11432-025-4798-y

Special Topic: Logical System Control
SCIS Selected Articles on Semi-Tensor Product (STP)
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A Boolean algebra approach for the disturbance decoupling problem of large-scale Boolean control networks
Li Y F, Wan X Q, Li J Y, et al
Sci China Inf Sci, 2026, 69(4): 140210

Keywords: Boolean control networks; semi-tensor product of matrices; disturbance decoupling; Boolean algebra; Karnaugh map

Cite as: Li Y F, Wan X Q, Li J Y, et al. A Boolean algebra approach for the disturbance decoupling problem of large-scale Boolean control networks. Sci China Inf Sci, 2026, 69: 140210, doi: 10.1007/s11432-025-4799-y

Special Topic: Logical System Control
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Probabilistic bounds and ramp control in linear threshold dynamics
Xuan Z Y, Huang N, Jiang B X, et al
Sci China Inf Sci, 2026, 69(4): 140211

Keywords: Pareto front; consensus oscillation; ramp control; linear threshold dynamics; controllability; optimal control

Cite as: Xuan Z Y, Huang N, Jiang B X, et al. Probabilistic bounds and ramp control in linear threshold dynamics. Sci China Inf Sci, 2026, 69: 140211, doi: 10.1007/s11432-025-4833-9

Special Topic: Logical System Control
SCIS Selected Articles on Semi-Tensor Product (STP)
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STP-based sensor attack-resilient supervisory control of logical finite state machines with encrypted channel
Zhang Z P, Wang A C, Xia C Y
Sci China Inf Sci, 2026, 69(4): 140212

Keywords: semi-tensor product; logical dynamic system; state estimation; logical system control; sensor attack

Cite as: Zhang Z P, Wang A C, Xia C Y. STP-based sensor attack-resilient supervisory control of logical finite state machines with encrypted channel. Sci China Inf Sci, 2026, 69: 140212, doi: 10.1007/s11432-025-4778-5

Special Topic: Logical System Control
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Robust stabilization of random impulsive logical dynamical systems via a hybrid-index model
Yang X R, Lu X D
Sci China Inf Sci, 2026, 69(4): 140213

Keywords: Boolean control networks; random impulses; disturbance; robust stabilization; algebraic state space representation

Cite as: Yang X R, Lu X D. Robust stabilization of random impulsive logical dynamical systems via a hybrid-index model. Sci China Inf Sci, 2026, 69: 140213, doi: 10.1007/s11432-025-4831-x

Special Topic: Logical System Control
SCIS Selected Articles on Semi-Tensor Product (STP)
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Optimal control of smart grids based on weighted network congestion games with time delay via state-flipped control
Zhao G D, Song R R, Zhang H J
Sci China Inf Sci, 2026, 69(4): 140214

Keywords: potential game; semi-tensor product of matrices; stability; stabilization; evolutionary game

Cite as: Zhao G D, Song R R, Zhang H J. Optimal control of smart grids based on weighted network congestion games with time delay via state-flipped control. Sci China Inf Sci, 2026, 69: 140214, doi: 10.1007/s11432-025-4794-9

Special Topic: Logical System Control
SCIS Selected Articles on Semi-Tensor Product (STP)
LETTER Supplementary Webpage Webpage-cn SpringerLink Google Scholar

Finite-time stability of stochastic block logical dynamical systems and its application
Kong X S, Pan J F, Che H T, et al
Sci China Inf Sci, 2026, 69(4): 140215

Keywords: stochastic block logical dynamical systems; time delay; stability; semi-tensor product; law of total expectation

Cite as: Kong X S, Pan J F, Che H T, et al. Finite-time stability of stochastic block logical dynamical systems and its application. Sci China Inf Sci, 2026, 69: 140215, doi: 10.1007/s11432-025-4731-0