Abstract:
A new approach to realization of the time-optimal control in real time for linear systems under control with a constraint is proposed. It is based on dividing the computer costs into those made in advance of the control process and those carried out as it proceeds. The preliminary computations do not depend on certain initial condition and rely on approximation of attainability sets in different periods of time by a union of hyperplanes. Methods of their construction and singling out the support hyperplane are given. Methods of approximate finding and subsequent correction of the normalized vector of the initial conditions of the conjugate system as well as switching times and instants of switching of time-optimal control are proposed. Results of modeling and numerical calculations are presented.
Key words:
optimal control, attainability sets, hyperplane, real time, adjoint system, edge point, first approximation, approximating construction.
Citation:
V. M. Aleksandrov, “Forming an approximating construction for calculation and implementation of optimal control in real time”, Sib. Zh. Vychisl. Mat., 15:1 (2012), 1–19; Num. Anal. Appl., 5:1 (2012), 1–16
\Bibitem{Ale12}
\by V.~M.~Aleksandrov
\paper Forming an approximating construction for calculation and implementation of optimal control in real time
\jour Sib. Zh. Vychisl. Mat.
\yr 2012
\vol 15
\issue 1
\pages 1--19
\mathnet{http://mi.mathnet.ru/sjvm454}
\elib{https://elibrary.ru/item.asp?id=17979270}
\transl
\jour Num. Anal. Appl.
\yr 2012
\vol 5
\issue 1
\pages 1--16
\crossref{https://doi.org/10.1134/S1995423912010016}
\scopus{https://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-84857891966}
Linking options:
https://www.mathnet.ru/eng/sjvm454
https://www.mathnet.ru/eng/sjvm/v15/i1/p1
This publication is cited in the following 6 articles:
V. M. Aleksandrov, “Real-time computation of resource optimal control”, Comput. Math. Math. Phys., 59:7 (2019), 1074–1084
V. M. Aleksandrov, “Computing of optimal inertial control with a linear system”, Num. Anal. Appl., 8:1 (2015), 1–12
V. M. Aleksandrov, “Zadanie nachalnogo priblizheniya i metod vychisleniya optimalnogo upravleniya”, Sib. elektron. matem. izv., 11 (2014), 87–118
V. M. Aleksandrov, “A method of optimal real-time computation of a linear system with retarded control”, Num. Anal. Appl., 7:1 (2014), 15–25
V. M. Aleksandrov, “Transferring a system with unknown disturbance under optimal control to a state of dynamic balance and to $\epsilon$-vicinity of a final state”, Num. Anal. Appl., 6:2 (2013), 119–130
V. M. Aleksandrov, “Optimalnoe upravlenie dinamicheskoi sistemoi pri nepolnoi informatsii”, Sib. elektron. matem. izv., 9 (2012), 329–345