Semi-Autonomous Networks
Autor: | Chapman, Airlie |
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EAN: | 9783319150093 |
Sachgruppe: | Mathematik Physik, Astronomie |
Sprache: | Englisch |
Seitenzahl: | 220 |
Produktart: | Gebunden |
Veröffentlichungsdatum: | 10.03.2015 |
Untertitel: | Effective Control of Networked Systems through Protocols, Design, and Modeling |
Schlagworte: | Messtechnik Netzwerk (elektronisch) |
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This thesis analyzes and explores the design of controlled networked dynamic systems - dubbed semi-autonomous networks. The work approaches the problem of effective control of semi-autonomous networks from three fronts: protocols which are run on individual agents in the network; the network interconnection topology design; and efficient modeling of these often large-scale networks. The author extended the popular consensus protocol to advection and nonlinear consensus. The network redesign algorithms are supported by a game-theoretic and an online learning regret analysis.