Concept
Matrix splitting
Related publications (34)
Optimization Methods for Control: From Embedded Programmable Hardware to Data-Driven Process Optimization
The research community has been making significant progress in hardware implementation, numerical computing and algorithm development for optimization-based control. However, there are two key challenges that still have to be overcome for optimization-base ...
EPFL2021SVR-AMA: An Asynchronous Alternating Minimization Algorithm With Variance Reduction for Model Predictive Control Applications
This paper focuses on the design of an asynchronous dual solver suitable for model predictive control (MPC) applications. The proposed solver relies on a state-of-the-art variance reduction (VR) scheme, previously used in the context of proximal stochastic ...
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC2019MATHICSE Technical Report : On maximum volume submatrices and cross approximation for symmetric semidefinite and diagonally dominant matrices
Daniel Kressner, Stefano Massei, Alice Cortinovis
The problem of finding a submatrix of maximum volume of a matrix A is of interest in a variety of applications. For example, it yields a quasi-best low-rank approximation constructed from the rows and columns of A. We show that such a submatrix ...
MATHICSE2019