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math.OC2018
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…
math.OC2018
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…
math.OC2018
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…