129 citations · 752 across the 80 of their papers we have counts for
5 papers · 1 filter
On the Optimal Solutions of the Infinite-Horizon Linear Sensor Scheduling Problem
Lin Zhao, Wei Zhang, Jianghai Hu +2
This paper studies the infinite-horizon sensor scheduling problem for linear Gaussian processes with linear measurement functions. Several important properties of the optimal infin…
On the effect of perturbation of conditional probabilities in total variation
Alessandro Abate, Frank Redig, Ilya Tkachev
A celebrated result by A. Ionescu Tulcea provides a construction of a probability measure on a product space given a sequence of regular conditional probabilities. We study how the…
Computation of ruin probabilities for general discrete-time Markov models
Ilya Tkachev, Alessandro Abate
We study the ruin problem over a risk process described by a discrete-time Markov model. In contrast to previous studies that focused on the asymptotic behaviour of ruin probabilit…
Aggregation and Control of Populations of Thermostatically Controlled Loads by Formal Abstractions
Sadegh Esmaeil Zadeh Soudjani, Alessandro Abate
This work discusses a two-step procedure, based on formal abstractions, to generate a finite-space stochastic dynamical model as an aggregation of the continuous temperature dynami…
Symbolic control of stochastic systems via approximately bisimilar finite abstractions
Majid Zamani, Peyman Mohajerin Esfahani, Rupak Majumdar +2
Symbolic approaches to the control design over complex systems employ the construction of finite-state models that are related to the original control systems, then use techniques…