84 citations · 160 across the 18 of their papers we have counts for
5 papers · 1 filter
Exploiting Term Sparsity in Moment-SOS hierarchy for Dynamical Systems
Jie Wang, Corbinian Schlosser, Milan Korda +1
In this paper, we develop a dynamical system counterpart to the term sparsity sum-of-squares (TSSOS) algorithm proposed for static polynomial optimization. This allows for computat…
Certifying Global Optimality of AC-OPF Solutions via sparse polynomial optimization
Jie Wang, Victor Magron, Jean B. Lasserre
We report the experimental results on certifying 1% global optimality of solutions of AC-OPF instances from PGLiB via the CS-TSSOS hierarchy -- a moment-SOS based hierarchy that ex…
Exploiting Sparsity in Complex Polynomial Optimization
Jie Wang, Victor Magron
In this paper, we study the sparsity-adapted complex moment-Hermitian sum of squares (moment-HSOS) hierarchy for complex polynomial optimization problems, where the sparsity includ…
TSSOS: a Julia library to exploit sparsity for large-scale polynomial optimization
Victor Magron, Jie Wang
The Julia library TSSOS aims at helping polynomial optimizers to solve large-scale problems with sparse input data. The underlying algorithmic framework is based on exploiting corr…
Stability of Linear Systems under Extended Weakly-Hard Constraints
Nils Vreman, Paolo Pazzaglia, Jie Wang +2
Control systems can show robustness to many events, like disturbances and model inaccuracies. It is natural to speculate that they are also robust to sporadic deadline misses when…