Search Results for author:
Found 6 papers, 0 papers with code
Control Theoretic Approach to Fine-Tuning and Transfer Learning
Given a training set in the form of a paired $(\mathcal{X},\mathcal{Y})$, we say that the control system $\dot{x} = f(x, u)$ has learned the paired set via the control $u^*$ if the system steers each point of $\mathcal{X}$ to its corresponding target in $\mathcal{Y}$.
Online Data-Driven Adaptive Control for Unknown Linear Time-Varying Systems
This paper proposes a novel online data-driven adaptive control for unknown linear time-varying systems.
Further characterizations of integral input-to-state stability for hybrid systems
In this work we present further characterizations of integral input-to-state stability (iISS) for hybrid systems.
On Polynomially Solvable Constrained Input Selections for Fixed and Switched Linear Structured Systems
In this paper, it is found that, if the input structure satisfies certain `regularizations', which are characterized by the proposed restricted total unimodulairty notion, those problems can be solvable in polynomial time via linear programming (LP) relaxations.
Unified stability criteria for perturbed LTV systems with unstable instantaneous dynamics
We then state our main result of the work, which requires the combined assessment of the total variation of the system matrix, the measure when the system is not sufficiently "stable" and the estimate of the perturbation to be upper bounded by a function affine in time.
Iterative Algorithms for Assessing Network Resilience Against Structured Perturbations
This paper studies network resilience against structured additive perturbations to its topology.
