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This article is cited in 4 scientific papers (total in 4 papers)
Dynamic systems and optimal control
On resolution of an extremum norm problem for the terminal state of a linear system
V. A. Srochkoa, E. V. Aksenyushkinab a Irkutsk State University, Irkutsk, Russian Federation
b Baikal State University, Irkutsk, Russian Federation
Abstract:
We study extremum norm problems for the terminal state of a linear dynamical system using methods of parameterization of admissible controls.
Piecewise continuous controls are approximated in the class of piecewise linear functions on a uniform grid of nodes of the time interval by linear combinations of special support functions. In this case, the restriction of a control of the original problem to the interval induces the same restrictions for the variables of the finite-dimensional problems.
The finite-dimensional version of a minimum norm problem can effectively be resolved with the help of modern convex optimization programs. In the case of two variables, we propose an analytical method of resolution that uses a one-dimensional minimization problem for a parabola over a segment.
For a non-convex norm maximization problem, the finite-dimensional version is resolved globally by exhaustive search over the vertices of a hypercube. The proposed approach provides further insights into global resolution of non-convex optimal control problems and is exemplified by some illustrative problems.
Keywords:
linear control system, extremum norm problems for the terminal state, piecewise linear approximation, finite-dimensional problems.
Received: 26.10.2020
Citation:
V. A. Srochko, E. V. Aksenyushkina, “On resolution of an extremum norm problem for the terminal state of a linear system”, Bulletin of Irkutsk State University. Series Mathematics, 34 (2020), 3–17
Linking options:
https://www.mathnet.ru/eng/iigum431 https://www.mathnet.ru/eng/iigum/v34/p3
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