Počet záznamů: 1
Towards probabilistic synchronisation of local controllers
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SYSNO ASEP 0460324 Druh ASEP J - Článek v odborném periodiku Zařazení RIV J - Článek v odborném periodiku Poddruh J Článek ve WOS Název Towards probabilistic synchronisation of local controllers Tvůrce(i) Herzallah, R. (GB)
Kárný, Miroslav (UTIA-B) RID, ORCIDCelkový počet autorů 2 Zdroj.dok. International Journal of Systems Science. - : Taylor & Francis - ISSN 0020-7721
Roč. 48, č. 3 (2017), s. 604-615Poč.str. 12 s. Forma vydání Tištěná - P Jazyk dok. eng - angličtina Země vyd. GB - Velká Británie Klíč. slova cooperative control ; optimal control ; complex systems ; stochastic systems ; fully probabilistic desing Vědní obor RIV BB - Aplikovaná statistika, operační výzkum Obor OECD Statistics and probability CEP GA13-13502S GA ČR - Grantová agentura ČR Institucionální podpora UTIA-B - RVO:67985556 UT WOS 000385940700015 EID SCOPUS 84975302256 DOI https://doi.org/10.1080/00207721.2016.1197979 Anotace 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. Pracoviště Ústav teorie informace a automatizace Kontakt Markéta Votavová, votavova@utia.cas.cz, Tel.: 266 052 201. Rok sběru 2017
Počet záznamů: 1