Claudio Gambella, Julien Monteil, et al.
Transportation Letters
We study the solution of a time-varying optimization problem which is observed, i.e., it is known, only intermittently. We propose three approaches based on the prediction-correction scheme for solving this problem by exploiting splitting methods. We present convergence results in mean to a bounded asymptotical error, and showcase them in a numerical example featuring a regression problem.
Claudio Gambella, Julien Monteil, et al.
Transportation Letters
Emiliano Dall'arnese, Andrey Bernstein, et al.
GlobalSIP 2017
Andrea Simonetto, Emiliano Dall'Anese, et al.
Proceedings of the IEEE
Liam Madden, Albert Akhriev, et al.
QCE 2022