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Implementation of distributed asynchronous algorithms with stochastic delays for solving time drifting optimization problems

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2 Author(s)
Beidas, B.F. ; Dept. of Electr. Eng.-Syst., Univ. of Southern California, Los Angeles, CA, USA ; Papavassilopoulos, G.P.

A distributed asynchronous algorithm that minimizes a functional whose minimum drifts with time is discussed. The communication delays among the processors are assumed to be stochastic with Markovian character. The authors present conditions under which the mean square and almost sure convergence to the sought nonstationary solution are guaranteed

Published in:
Parallel Processing Symposium, 1993., Proceedings of Seventh International

Date of Conference: 13-16 Apr 1993

Page(s):
597 - 601
Meeting Date :
13 Apr 1993-16 Apr 1993
Print ISBN:
0-8186-3442-1
INSPEC Accession Number:
4577249
Conference Location :
Newport, CA
Digital Object Identifier :
10.1109/IPPS.1993.262812
Product Type:
Conference Publications

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