In this paper we consider the distributed root-tracking problem for a sum of time-varying regression functions over a network, where each agent only has local observation and aims at finding the root of the global reg...
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ISBN:
(纸本)9789881563958
In this paper we consider the distributed root-tracking problem for a sum of time-varying regression functions over a network, where each agent only has local observation and aims at finding the root of the global regressionfunction. Since the regressionfunctions are time-varying, we have to track the changing roots. A distributed stochastic apprximation algorithm is introducted for solving the problem and that the consensus and convergence of the estimates are proved.
In this paper we consider the distributed root-tracking problem for a sum of time-varying regression functions over a network, where each agent only has local observation and aims at finding the root of the global reg...
详细信息
In this paper we consider the distributed root-tracking problem for a sum of time-varying regression functions over a network, where each agent only has local observation and aims at finding the root of the global regressionfunction. Since the regressionfunctions are time-varying, we have to track the changing roots. A distributed stochastic apprximation algorithm is introducted for solving the problem and that the consensus and convergence of the estimates are proved.
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