75 citations · 194 across the 24 of their papers we have counts for
4 papers · 1 filter
A distributed primal-dual interior-point method for loosely coupled problems using ADMM
Mariette Annergren, Sina Khoshfetrat Pakazad, Anders Hansson +1
In this paper we propose an efficient distributed algorithm for solving loosely coupled convex optimization problems. The algorithm is based on a primal-dual interior-point method…
Distributed System Identification with ADMM
Anders Hansson, Michel Verhaegen
This paper presents identification of both network connected systems as well as distributed systems governed by PDEs in the framework of distributed optimization via the Alternatin…
Distributed Robustness Analysis of Interconnected Uncertain Systems Using Chordal Decomposition
Sina Khoshfetrat Pakazad, Anders Hansson, Martin S. Andersen +1
Large-scale interconnected uncertain systems commonly have large state and uncertainty dimensions. Aside from the heavy computational cost of solving centralized robust stability a…
Nuclear Norm Subspace Identification (N2SID) for short data batches
Michel Verhaegen, Anders Hansson
Subspace identification is revisited in the scope of nuclear norm minimization methods. It is shown that essential structural knowledge about the unknown data matrices in the data…