To control the flow in a dynamical network where the nodes are associated with buffer variables and the arcs with controlled flows, we consider a network-decentralised strategy such that each arc controller makes its decision exclusively based on local information about the levels of the buffers that it connects. We seek a flow control law that asymptotically minimises a cost specified in terms of a weighted L1-norm. This approach has the advantage of providing a solution that is generally sparse, because it uses a limited number of controlled flows. In particular, in the presence of a resource demand applied on a single node, the asymptotic flow is concentrated along the shortest path.

A network-decentralised strategy for shortest-path-flow routing / Blanchini, Franco; Casagrande, Daniele; Fabiani, Filippo; Giordano, Giulia; Pesenti, Raffaele. - 2019:(2019), pp. 1126-1131. (Intervento presentato al convegno 58th IEEE Conference on Decision and Control, CDC 2019 tenutosi a Nizza nel 2019) [10.1109/CDC40024.2019.9029968].

A network-decentralised strategy for shortest-path-flow routing

Giordano, Giulia;
2019-01-01

Abstract

To control the flow in a dynamical network where the nodes are associated with buffer variables and the arcs with controlled flows, we consider a network-decentralised strategy such that each arc controller makes its decision exclusively based on local information about the levels of the buffers that it connects. We seek a flow control law that asymptotically minimises a cost specified in terms of a weighted L1-norm. This approach has the advantage of providing a solution that is generally sparse, because it uses a limited number of controlled flows. In particular, in the presence of a resource demand applied on a single node, the asymptotic flow is concentrated along the shortest path.
2019
Proceedings of the IEEE Conference on Decision and Control
New York, USA
Institute of Electrical and Electronics Engineers Inc.
978-1-7281-1398-2
Blanchini, Franco; Casagrande, Daniele; Fabiani, Filippo; Giordano, Giulia; Pesenti, Raffaele
A network-decentralised strategy for shortest-path-flow routing / Blanchini, Franco; Casagrande, Daniele; Fabiani, Filippo; Giordano, Giulia; Pesenti, Raffaele. - 2019:(2019), pp. 1126-1131. (Intervento presentato al convegno 58th IEEE Conference on Decision and Control, CDC 2019 tenutosi a Nizza nel 2019) [10.1109/CDC40024.2019.9029968].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11572/274879
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