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JOURNALS // Itogi Nauki i Tekhniki. Sovremennaya Matematika i ee Prilozheniya. Tematicheskie Obzory // Archive

Itogi Nauki i Tekhniki. Sovrem. Mat. Pril. Temat. Obz., 2020 Volume 186, Pages 91–101 (Mi into717)

Hierarchical optimal control with random resource constraints

O. Yu. Maryasina, A. S. Kolodkinab

a Yaroslavl State Technical University
b Yaroslavl Industrial and Economical College

Abstract: We consider a method for solving the problem of optimal control of a composite dynamic system with random resource constraints. The method is based on the method of hierarchical optimization, which includes iterative solution of local problems and the coordination problem. To solve local problems, we apply the model predictive control. Taking into account random resource constraints leads to the solution of one-stage problems of stochastic programming.

Keywords: complex system, hierarchical optimal control, stochastic programming.

UDC: 517.977.5

MSC: 34H05, 49K15, 49N10, 93E20

DOI: 10.36535/0233-6723-2020-186-91-101



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