373 citations
- IBM (Ireland)IE50 papers
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4 papers · 2 filters
A Coordinate-Descent Algorithm for Tracking Solutions in Time-Varying Optimal Power Flows
Jie Liu, Jakub Marecek, Andrea Simonetto +1
Consider a polynomial optimisation problem, whose instances vary continuously over time. We propose to use a coordinate-descent algorithm for solving such time-varying optimisation…
Recovering Markov Models from Closed-Loop Data
Jonathan P. Epperlein, Robert Shorten, Sergiy Zhuk
Situations in which recommender systems are used to augument decision making are becoming prevalent in many application domains. Almost always, these prediction tools (recommenders…
Time-Varying Convex Optimization via Time-Varying Averaged Operators
Andrea Simonetto
Devising efficient algorithms that track the optimizers of continuously varying convex optimization problems is key in many applications. A possible strategy is to sample the time-…
On Classical Control and Smart Cities
Andre R. Fioravanti, Jakub Marecek, Robert N. Shorten +2
We discuss the applicability of classical control theory to problems in smart grids and smart cities. We use tools from iterated function systems to identify controllers with desir…