Approach to task allocation in a collaborative
News of the Kabardin-Balkar scientific center of RAS, no. 6 (2023), pp. 21-32
Voir la notice de l'article provenant de la source Math-Net.Ru
The article gives a number of proposals on improving the developed algorithm for task
allocation in collaborative robotic systems and assignment of participants to perform operations of
technological process. The paper considers the spatial model of the working space (placement of
workplaces), changes in the object of impact (product), the use of additional resources, random behavior
and mistakes of people, fatigue accumulation and decrease in the efficiency of their work over time, as
well as dynamic reassignment of the performers of CRS in case of sudden failure of cobots or inability
to work – for the operators. The work also proposes a modified algorithm of minimization of the
objective function (solution of the optimization problem) when selecting and assigning the performers
for the operation, taking into account the efficiency of available participants of CRS, and minimizing
their composition.
Keywords:
collaborative robotic system, human-robot interaction, task allocation, operation, technological process
@article{IZKAB_2023_6_a1,
author = {R. R. Galin and S. B. Galina and {\CYRM}. V. Mamchenko},
title = {Approach to task allocation in a collaborative},
journal = {News of the Kabardin-Balkar scientific center of RAS},
pages = {21--32},
publisher = {mathdoc},
number = {6},
year = {2023},
language = {ru},
url = {http://geodesic.mathdoc.fr/item/IZKAB_2023_6_a1/}
}
TY - JOUR AU - R. R. Galin AU - S. B. Galina AU - М. V. Mamchenko TI - Approach to task allocation in a collaborative JO - News of the Kabardin-Balkar scientific center of RAS PY - 2023 SP - 21 EP - 32 IS - 6 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/IZKAB_2023_6_a1/ LA - ru ID - IZKAB_2023_6_a1 ER -
R. R. Galin; S. B. Galina; М. V. Mamchenko. Approach to task allocation in a collaborative. News of the Kabardin-Balkar scientific center of RAS, no. 6 (2023), pp. 21-32. http://geodesic.mathdoc.fr/item/IZKAB_2023_6_a1/