75 citations · 194 across the 24 of their papers we have counts for
3 papers · 1 filter
Exploiting Chordality in Optimization Algorithms for Model Predictive Control
Anders Hansson, Sina Khoshfetrat Pakazad
In this chapter we show that chordal structure can be used to devise efficient optimization methods for many common model predictive control problems. The chordal structure is used…
Distributed, scalable and gossip-free consensus optimization with application to data analysis
Sina Khoshfetrat Pakazad, Christian A. Naesseth, Fredrik Lindsten +1
Distributed algorithms for solving additive or consensus optimization problems commonly rely on first-order or proximal splitting methods. These algorithms generally come with rest…
Subspace Identification of Large-Scale 1D Homogeneous Networks
Chengpu Yu, Michel Verhaegen, Anders Hansson
This paper considers the identification of large-scale 1D networks consisting of identical LTI dynamical systems. A new subspace identification method is developed that only uses l…