From Data to Decisions in Large Scale Dynamical Systems

Abstract:     

A broad spectrum of applications, such as power systems operation, manufacturing, anomaly detection and security, can be viewed as decision-making problems in uncertain and dynamic environments. This class of problems is naturally formulated in an optimization framework whose exact solution is often intractable. In this seminar, we consider tractable randomized counterparts of these programs. We establish a probabilistic bridge between the proposed random solutions and the original ones from both feasibility and performance perspectives. We also discuss how the pr

 

Type of Seminar:
 Control Seminar

 

Speaker:

Dr. Peyman Mohajerani

Date/Time:

  12 Day/ 4:30 pm

Location:

 EE dept 316

Contact Person:

  Amin Rezaeizadeh

Biographical Sketch:
 

 Peyman Mohajerin Esfahani is an assistant professor in the Delft Center for Systems and Control at the Delft University of Technology. Prior to joining TU Delft, he held several research appointments at EPFL, ETH Zurich, and MIT between 2014 and 2016. He received the B.Sc. and M.Sc. degrees from Sharif University of Technology, Iran, and the PhD degree from ETH Zurich. His research interests include theoretical and practical aspects of decision-making problems in uncertain and dynamic environments, with applications to control and security of large-scale and distr