Effect of asynchronous execution and imperfect communication on max-sum belief propagation

Max-sum is a version of belief propagation that was adapted for solving distributed constraint optimization problems. It has been studied theoretically and empirically, extended to versions that improve solution quality and converge rapidly, and is applicable to multiple distributed applications. Th...

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Bibliographic Details

Published in:	Autonomous agents and multi-agent systems Vol. 37; no. 2; p. 40
Main Authors:	Zivan, Roie, Rachmut, Ben, Perry, Omer, Yeoh, William
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.12.2023 Springer Nature B.V
Subjects:	Algorithms Artificial Intelligence Communication Computer Science Computer Systems Organization and Communication Networks Damping Messages Optimization Search algorithms Software Engineering/Programming and Operating Systems Sums User Interfaces and Human Computer Interaction Distributed constraints Belief propagation Distributed problem solving
ISSN:	1387-2532, 1573-7454
Online Access:	Get full text
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