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Distributed Optimization Algorithms with Communications.

Author: J Tsitsiklis; M Athans; MASSACHUSETTS INST OF TECH CAMBRIDGE LAB FOR INFORMATION AND DECISION SYSTEMS.
Publisher: Ft. Belvoir Defense Technical Information Center NOV 1983.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
Summary:
This document discusses the convergence properties of asynchronous distributed iterative optimization algorithms, tolerating communication delays. The authors focus on a gradient-type algorithm for minimizing an additive cost function and present sufficient conditions for convergence. They view such an algorithm as a model of adjustment of the decisions of decision makers in an organization and we suggest that our  Read more...
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Document Type: Book
All Authors / Contributors: J Tsitsiklis; M Athans; MASSACHUSETTS INST OF TECH CAMBRIDGE LAB FOR INFORMATION AND DECISION SYSTEMS.
OCLC Number: 227605249
Description: 4 pages

Abstract:

This document discusses the convergence properties of asynchronous distributed iterative optimization algorithms, tolerating communication delays. The authors focus on a gradient-type algorithm for minimizing an additive cost function and present sufficient conditions for convergence. They view such an algorithm as a model of adjustment of the decisions of decision makers in an organization and we suggest that our results can be interpreted as guidelines for designing the information flows in an organization. (Author).

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