2 papers
math.OC2019
Annealing for Distributed Global Optimization
Brian Swenson, Soummya Kar, H. Vincent Poor +1
The paper proves convergence to global optima for a class of distributed algorithms for nonconvex optimization in network-based multi-agent settings. Agents are permitted to commun…
math.OC2011
Distributed Linear Parameter Estimation: Asymptotically Efficient Adaptive Strategies
Soummya Kar, Jose' M. F. Moura, H. Vincent Poor
The paper considers the problem of distributed adaptive linear parameter estimation in multi-agent inference networks. Local sensing model information is only partially available a…