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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

  • Czech description

Classification

  • Type

    J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database

  • CEP classification

  • 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

  • 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