Small-Disturbance Input-to-State Stability of Perturbed Gradient Flows: Applications to LQR Problem

Leilei Cui, Zhong-Ping Jiang, Eduardo D. Sontag

This paper studies the effect of perturbations on the gradient flow of a general nonlinear programming problem, where the perturbation may arise from inaccurate gradient estimation…