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math.OC2019★ 6 cited
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…
math.OC2019
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…