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  1. Uncertain multiagent systems with distributed constrained optimization missions and event-triggered communications: application to resource allocation
Uncertain multiagent systems with distributed constrained optimization missions and event-triggered communications: application to resource allocation
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Uncertain multiagent systems with distributed constrained optimization missions and event-triggered communications: application to resource allocation

Sarafraz, M. S

Uncertain multiagent systems with distributed constrained optimization missions and event-triggered communications: application to resource allocation

Sarafraz, M. S ; Sharif University of Technology | 2023

26 Viewed
  1. Type of Document: Article
  2. DOI: 10.1109/JSYST.2022.3181937
  3. Publisher: Institute of Electrical and Electronics Engineers Inc , 2023
  4. Abstract:
  5. This article deals with solving distributed optimization problems with equality constraints by a class of uncertain nonlinear heterogeneous dynamic multiagent systems. It is assumed that each agent with an uncertain dynamic model has limited information about the main problem and limited access to the information of the state variables of the other agents. A distributed algorithm that guarantees cooperatively solving of the constrained optimization problem by the agents is proposed. Via applying this algorithm, the agents do not need to continuously broadcast their data. It is shown that the proposed algorithm can be useful in solving resource allocation problems. © 2007-2012 IEEE
  6. Keywords:
  7. Distributed optimization ; Event-triggered communication ; Resource allocation ; Uncertain multiagent systems
  8. Source: IEEE Systems Journal ; Volume 17, Issue 1 , 2023 , Pages 270-281 ; 19328184 (ISSN)
  9. URL: https://ieeexplore.ieee.org/document/9805663