On the nonparametric identification and dual adaptive control of dynamic processes
Žurnal Sibirskogo federalʹnogo universiteta. Matematika i fizika, Tome 10 (2017) no. 1, pp. 96-107
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A problem of nonparametric control of dynamic objects in discrete-continuous process is considered. The emphasis is placed on development of dual control non-parametric algorithms. Results of simulation experiment are described in details. These results demonstrate that the quality of control can be considerably improved in comparison with standard controllers by using the non-parametric dual control algorithm.
Keywords:
dynamic process, non-parametric dual control, adaptive system, standard controller.
@article{JSFU_2017_10_1_a13,
author = {Alexander V. Medvedev and Anastasia V. Raskina},
title = {On the nonparametric identification and dual adaptive control of dynamic processes},
journal = {\v{Z}urnal Sibirskogo federalʹnogo universiteta. Matematika i fizika},
pages = {96--107},
publisher = {mathdoc},
volume = {10},
number = {1},
year = {2017},
language = {en},
url = {http://geodesic.mathdoc.fr/item/JSFU_2017_10_1_a13/}
}
TY - JOUR AU - Alexander V. Medvedev AU - Anastasia V. Raskina TI - On the nonparametric identification and dual adaptive control of dynamic processes JO - Žurnal Sibirskogo federalʹnogo universiteta. Matematika i fizika PY - 2017 SP - 96 EP - 107 VL - 10 IS - 1 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/JSFU_2017_10_1_a13/ LA - en ID - JSFU_2017_10_1_a13 ER -
%0 Journal Article %A Alexander V. Medvedev %A Anastasia V. Raskina %T On the nonparametric identification and dual adaptive control of dynamic processes %J Žurnal Sibirskogo federalʹnogo universiteta. Matematika i fizika %D 2017 %P 96-107 %V 10 %N 1 %I mathdoc %U http://geodesic.mathdoc.fr/item/JSFU_2017_10_1_a13/ %G en %F JSFU_2017_10_1_a13
Alexander V. Medvedev; Anastasia V. Raskina. On the nonparametric identification and dual adaptive control of dynamic processes. Žurnal Sibirskogo federalʹnogo universiteta. Matematika i fizika, Tome 10 (2017) no. 1, pp. 96-107. http://geodesic.mathdoc.fr/item/JSFU_2017_10_1_a13/