6 citations · 8 across the 5 of their papers we have counts for
4 papers · 1 filter
On the Geometry and Linear Convergence of Primal-Dual Dynamics
P. Bansode, V. Chinde, S. R. Wagh +2
The paper proposes a variational-inequality based primal-dual dynamic that has a globally exponentially stable saddle-point solution when applied to solve linear inequality constra…
On the Exponential Stability of Projected Primal-Dual Dynamics on a Riemannian Manifold
P. A. Bansode, V. Chinde, S. R. Wagh +2
Equivalence of convex optimization, saddle-point problems, and variational inequalities is a well-established concept. The variational inequality (VI) is a static problem which is…
Accelerated Distributed Primal-Dual Dynamics using Adaptive Synchronization
P. A. Bansode, K. C. Kosaraju, S. R. Wagh +2
This paper proposes an adaptive primal-dual dynamics for distributed optimization in multi-agent systems. The proposed dynamics incorporates an adaptive synchronization law that re…
Stability Analysis of Constrained Optimization Dynamics via Passivity Techniques
K. C. Kosaraju, V. Chinde, R. Pasumarthy +2
In this paper, we present passivity based convergence analysis of continuous time primal-dual gradient method for convex optimization problems. We first show that a convex optimiza…