366 citations
- IBM Research - IrelandIE50 papers
- University College DublinIE9 papers
- University of Colorado BoulderUS4 papers
- Lehigh UniversityUS3 papers
- Massachusetts Institute of TechnologyUS3 papers
- National University of Ireland, MaynoothIE3 papers
- École Polytechnique Fédérale de LausanneCH2 papers
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- National Laboratory of the RockiesUS2 papers
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- Universidade Estadual de Campinas (UNICAMP)BR2 papers
20 papers · 1 filter
Personalized Optimization with User's Feedback
Andrea Simonetto, Emiliano Dall'Anese, Julien Monteil +1
This paper develops an online algorithm to solve a time-varying optimization problem with an objective that comprises a known time-varying cost and an unknown function. This proble…
Prediction-Correction Splittings for Nonsmooth Time-Varying Optimization
Nicola Bastianello, Andrea Simonetto, Ruggero Carli
We address the solution of time-varying optimization problems characterized by the sum of a time-varying strongly convex function and a time-invariant nonsmooth convex function. We…
Real-time City-scale Ridesharing via Linear Assignment Problems
Andrea Simonetto, Julien Monteil, Claudio Gambella
In this paper, we propose a novel, computational efficient, dynamic ridesharing algorithm. The beneficial computational properties of the algorithm arise from casting the rideshari…
Prediction-Correction for Nonsmooth Time-Varying Optimization via Forward-Backward Envelopes
Nicola Bastianello, Andrea Simonetto, Ruggero Carli
We present an algorithm for minimizing the sum of a strongly convex time-varying function with a time-invariant, convex, and nonsmooth function. The proposed algorithm employs the…
Dynamic Distribution State Estimation Using Synchrophasor Data
Jianhan Song, Emiliano Dall'Anese, Andrea Simonetto +1
The increasing deployment of distribution-level phasor measurement units (PMUs) calls for dynamic distribution state estimation (DDSE) approaches that tap into high-rate measuremen…
On the Ergodic Control of Ensembles
Andre R. Fioravanti, Jakub Marecek, Robert N. Shorten +2
Across smart-grid and smart-city application domains, there are many problems where an ensemble of agents is to be controlled such that both the aggregate behaviour and individual-…