IISER Mohali, Knowledge city, Sector 81, SAS Nagar, Manauli PO 140306

An optimization-based stability and learning of a dynamical system

Dr. Lakshman Mahto (faculty candidate, IIT Dharwad)

Zoom Link

Location Online
Abstract:In this talk, I focus on two problems from a dynamical system based on the sum of square techniques. First, after a brief review of a sum of squares polynomials as a subproblem of PSD polynomials, I discuss Lyapunov stability conditions for a polynomial dynamical system using a semi-definite program. Second, I discuss learning of an unknown vector field of a dynamical system parameterized as a polynomial field using a constrained semidefinite program.

Meeting ID: 949 7648 8587
Passcode: 511217
Go to top