6 citations · 8 across the 7 of their papers we have counts for
7 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…
On a Potential Game-theoretic Approach to Event-triggered Distributed Resource Allocation
Prashant Bansode, Sharad Jadhav, Mukesh Patil +1
This paper proposes a potential game theoretic approach to address event-triggered distributed resource allocation in multi-agent systems. The fitness dynamic of the population is…
A Graph-Theoretic Analysis of Distributed Replicator Dynamic
Prashant Bansode, Aniket Deshpande, Navdeep Singh
This paper attempts to develop a graph-theoretic multi-agent perspective of population games to study the \quotes{truncation} behavior. The proposed method considers fitness of the…
Primal-Dual Gradient Flow Algorithm for Distributed Support Vector Machines
Prashant Bansode, Sushant Bahadure, Navdeep Singh
In this paper, a primal-dual gradient flow algorithm for distributed support vector machines (DSVM) is proposed. A network of computing nodes, each carrying a subset of horizontall…