3 papers
stat.CO2011
Iterative Methods for Scalable Uncertainty Quantification in Complex Networks
Amit Surana, Tuhin Sahai, Andrzej Banaszuk
In this paper we address the problem of uncertainty management for robust design, and verification of large dynamic networks whose performance is affected by an equally large numbe…
eess.SY2011
Scalable Approach to Uncertainty Quantification and Robust Design of Interconnected Dynamical Systems
Andrzej Banaszuk, Vladimir A. Fonoberov, Thomas A. Frewen +8
Development of robust dynamical systems and networks such as autonomous aircraft systems capable of accomplishing complex missions faces challenges due to the dynamically evolving…
cs.DM2009
Hearing the clusters in a graph: A distributed algorithm
Tuhin Sahai, Alberto Speranzon, Andrzej Banaszuk
We propose a novel distributed algorithm to cluster graphs. The algorithm recovers the solution obtained from spectral clustering without the need for expensive eigenvalue/vector c…