Abstract: This paper investigates the potential ofapproximate addition for k-means clustering, which is a popular unsupervised machine learning technique. The k-means clustering aims to organize data ...

In this note, the problem of data-driven saturated state feedback design for polynomial nonlinear systems is solved by means of a sum-of-squares (SOS) approach. This new strategy combines recent ...