activity
20212026
most citedA closed loop gradient descent algorithm applied to Rosenbrock's function

1 citations · 1 across the 6 of their papers we have counts for

collaborators
Showing math.OCShow all

2 papers · 1 filter

math.OC2022

Whiplash Gradient Descent Dynamics

Subhransu S. Bhattacharjee, Ian R. Petersen

In this paper, we propose the Whiplash Inertial Gradient dynamics, a closed-loop optimization method that utilises gradient information, to find the minima of a cost function in fi…

math.OC2021★ 1 cited

A closed loop gradient descent algorithm applied to Rosenbrock's function

Subhransu Bhattacharjee, Ian Petersen

We introduce a novel adaptive damping technique for an inertial gradient system which finds application as a gradient descent algorithm for unconstrained optimisation. In an exampl…