Towards probabilistic synchronisation of local controllers
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985556%3A_____%2F17%3A00460324" target="_blank" >RIV/67985556:_____/17:00460324 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1080/00207721.2016.1197979" target="_blank" >http://dx.doi.org/10.1080/00207721.2016.1197979</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1080/00207721.2016.1197979" target="_blank" >10.1080/00207721.2016.1197979</a>
Alternative languages
Result language
angličtina
Original language name
Towards probabilistic synchronisation of local controllers
Original language description
The traditional use of global and centralised controlmethods fails for large, complex, noisy and highly connected systems, which typify many real-world industrial and commercial systems. This paper provides an efficient bottom-up design of distributed control in which many simple components communicate and cooperate to achieve a joint systemgoal. Each component acts individually so as to maximise personal utility whilst obtaining probabilistic information on the global system merely through local message-passing. This leads to an implied scalable and collective control strategy for complex dynamical systems,without the problems of global centralised control. Robustness is addressed by employing a fully probabilistic design, which can cope with inherent uncertainties, can be implemented adaptively and opens a systematic rich way to information sharing. This paper opens the foreseen direction and inspects the proposed design on a linearised version of coupled map lattice with spatio-temporal chaos.
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
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
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
International Journal of Systems Science
ISSN
0020-7721
e-ISSN
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Volume of the periodical
48
Issue of the periodical within the volume
3
Country of publishing house
GB - UNITED KINGDOM
Number of pages
12
Pages from-to
604-615
UT code for WoS article
000385940700015
EID of the result in the Scopus database
2-s2.0-84975302256