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efficient implementation of serial multi-agent model predictive control by parallelization

 
Titel
Efficient implementation of serial multi-agent model predictive control by parallelization
Type
artikel vakblad
Referentie

Negenborn, R.R.; B. De Schutter and J. Hellendoorn: Efficient implementation of serial multi-agent model predictive control by parallelization, 175-185. In: Proceedings of the 2007 IEEE International Conference on Networking, Sensing and Control. At: London, April 15-17 2007. ISBN: 1-4244-1076-2. International (Refereed) Proceeding.

Auteurs
Hans Hellendoorn
 
Rudy Negenborn
 
Bart de Schutter
Beschrijving

We discuss an extension of a scheme recently proposed for multi-agent control of large-scale networks, like power networks, road traffic networks, water networks, etc. The original scheme uses serial sequences of agent interactions that under some assumptions make agents locally choose actions that are globally optimal. However, some weaknesses of the approach appear when applied to large-scale networks. We identify these weaknesses and propose, for problems with a tree-structured problem topology, an improvement based on parallelization of the serial scheme. With an example we illustrate and compare the schemes.

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Multi-agent coordination and intelligent control of infrastructure networks

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