Scalable Harmonization of Complex Networks With Local Adaptive Controllers
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985556%3A_____%2F17%3A00457337" target="_blank" >RIV/67985556:_____/17:00457337 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/TSMC.2015.2502427" target="_blank" >http://dx.doi.org/10.1109/TSMC.2015.2502427</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/TSMC.2015.2502427" target="_blank" >10.1109/TSMC.2015.2502427</a>
Alternative languages
Result language
angličtina
Original language name
Scalable Harmonization of Complex Networks With Local Adaptive Controllers
Original language description
Computational and communication complexities call for distributed, robust, and adaptive control. This paper proposes a promising way of bottom-up design of distributed control in which simple controllers are responsible for individual nodes. The overall behavior of the network can be achieved by interconnecting such controlled loops in cascade control for example and by enabling the individual nodes to share information about data with their neighbors without aiming at unattainable global solution. The problem is addressed by employing a fully probabilistic design, which can cope with inherent uncertainties, that can be implemented adaptively and which provide a systematic rich way to information sharing. This paper elaborates the overall solution, applies it to linear-Gaussian case, and provides simulation results.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
10103 - Statistics and probability
Result continuities
Project
<a href="/en/project/GA13-13502S" target="_blank" >GA13-13502S: Fully Probabilistic Design of Dynamic Decision Strategies for Imperfect Participants in Market Scenarios</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2017
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
IEEE Transactions on Systems Man Cybernetics-Systems
ISSN
2168-2216
e-ISSN
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Volume of the periodical
47
Issue of the periodical within the volume
3
Country of publishing house
US - UNITED STATES
Number of pages
11
Pages from-to
394-404
UT code for WoS article
000396232000002
EID of the result in the Scopus database
2-s2.0-85014589668