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Stabilizing Boolean networks by optimal event-triggered feedback control
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Neural Delay Differential Equations
TLDR
This work successfully model the delayed dynamics where the trajectories in the lower-dimensional phase space could be mutually intersected, while the traditional NODEs without any argumentation are not directly applicable for such modeling, and achieves lower loss and higher accuracy.
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Categorization Problem on Controllability of Boolean Control Networks
TLDR
This article develops a method, via algebraic graph theoretic approach, to determine whether the set of reachable time steps and theset of unreachable time steps, associated with the given pair of states, are finite or infinite.
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Further Results on the Controllability of Boolean Control Networks
TLDR
An improved method via combining the well known Tarjan's algorithm and depth-first search technique for the controllability analysis of Boolean control networks (BCNs) is proposed and can be more efficient than the conventional method used in the recent paper.
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On the Optimal Control of Boolean Control Networks
TLDR
An optimal input-state transfer graph (OISTG) is defined for BCNs with cost in every stage for optimal control problem of Boolean control networks.
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Observability of Boolean control networks
TLDR
The concept of a reachable set that results in a given set of initial states is proposed, and four additional necessary and sufficient conditions for the observability of BCNs are derived.
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Detecting unstable periodic orbits based only on time series: When adaptive delayed feedback control meets reservoir computing.
TLDR
A data-driven and model-free method which connects a well-known machine learning technique, the reservoir computing, with a widely-used control strategy of nonlinear dynamical systems, the adaptive delayed feedback control is articulated.
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Controllability and Observability of Boolean Control Networks via Sampled-Data Control
TLDR
It is proved that an SDBCN is observable, if and only if <inline-formula><tex-math notation="LaTeX">$\Vert {\mathcal {U}}^*\Vert _1=N^2-N$</tex- math></inline- formula> is the number of state-variables of BNs.
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Emergent dynamics of coordinated cells with time delays in a tissue.
TLDR
This article investigates the emergence of tissue dynamics with time delays of diffusion and finds that, when the generalized MC is further relaxed, the system is able to sustain periodic oscillations, whose periods are verified to have delicate dependence with the selected time delays.
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Strong controllability of mix-valued logical control networks
In this paper, the strong controllability of mix-valued logical control networks are investigated. The definition of strong controllability is presented for mix-valued logical control networks.…
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