project |
ARLID |
cav_un_auth*0292725 |
project_id |
GA13-13502S |
agency |
GA ČR |
|
abstract
(eng) |
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. |
RIV |
BB |
FORD0 |
10000 |
FORD1 |
10100 |
FORD2 |
10103 |
reportyear |
2017 |
num_of_auth |
2 |
mrcbC52 |
4 A hod 4ah 20231122141738.5 |
inst_support |
RVO:67985556 |
permalink |
http://hdl.handle.net/11104/0260438 |
cooperation |
ARLID |
cav_un_auth*0331290 |
name |
NCRG, Aston University, Birmingham |
institution |
NCRG Aston |
country |
GB |
|
mrcbC64 |
1 Department of Adaptive Systems UTIA-B 20205 AUTOMATION & CONTROL SYSTEMS |
confidential |
S |
mrcbC83 |
RIV/67985556:_____/17:00460324!RIV17-AV0-67985556 191870805 Doplnění OECD UTIA-B |
mrcbC83 |
RIV/67985556:_____/17:00460324!RIV17-GA0-67985556 191876836 Doplnění OECD UTIA-B |
mrcbC86 |
3+4 Article Automation Control Systems|Computer Science Theory Methods|Operations Research Management Science |
mrcbC86 |
3+4 Article Automation Control Systems|Computer Science Theory Methods|Operations Research Management Science |
mrcbC86 |
3+4 Article Automation Control Systems|Computer Science Theory Methods|Operations Research Management Science |
mrcbT16-e |
AUTOMATIONCONTROLSYSTEMS|COMPUTERSCIENCETHEORYMETHODS|OPERATIONSRESEARCHMANAGEMENTSCIENCE |
mrcbT16-j |
0.498 |
mrcbT16-s |
0.763 |
mrcbT16-B |
37.489 |
mrcbT16-D |
Q3 |
mrcbT16-E |
Q2 |
arlyear |
2017 |
mrcbTft |
\nSoubory v repozitáři: karny-0460324.pdf |
mrcbU14 |
84975302256 SCOPUS |
mrcbU34 |
000385940700015 WOS |
mrcbU63 |
cav_un_epca*0256821 International Journal of Systems Science 0020-7721 1464-5319 Roč. 48 č. 3 2017 604 615 Taylor & Francis |