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Trudy Instituta Matematiki i Mekhaniki UrO RAN, 2015, Volume 21, Number 1, Pages 264–279
(Mi timm1163)
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This article is cited in 8 scientific papers (total in 8 papers)
On piecewise constant approximation in distributed optimization problems
A. V. Chernovab a N. I. Lobachevski State University of Nizhni Novgorod
b Institute of Radio Engineering and Information Technologies, Nizhniy Novgorod State Technical University
Abstract:
The paper is devoted to optimal control problems for distributed parameter systems representable by functional operator equations of Hammerstein type in a Banach space compactly embedded in a Lebesgue space. The problem of minimizing an integral functional on a set of “state-control” pairs satisfying a control equation of the mentioned type is considered. We prove that this problem is equivalent to an optimization problem obtained from the original one by passing to a description of the control system in terms of V.I. Sumin's functional operator equation in a Lebesgue space. The equivalent optimization problem is called S-dual. For an S-dual optimization problem, we investigate a piecewise constant approximation for the “state-control” pair. For this approximation method, we state the following results: (1) convergence of piecewise constant approximations with respect to the functional and the equation for the S-dual optimization problem; (2) existence of a global solution of an approximating finite-dimensional mathematical programming problem; (3) convergence with respect to the functional of solutions of an approximating optimization problem to a solution of the original problem. As an auxiliary result of independent interest, we prove a theorem on the total (over the whole set of admissible controls) preservation of solvability for a control equation of Hammerstein type. The Dirichlet problem for a semilinear elliptic equation of diffusion-reaction type is considered as an example of reducing a distributed parameter control system to such an equation.
Keywords:
piecewise constant approximation; optimal control; equation of Hammerstein type; convergence by functional; total preservation of solvability; semilinear stationary diffusion-reaction equation.
Received: 25.06.2014
Citation:
A. V. Chernov, “On piecewise constant approximation in distributed optimization problems”, Trudy Inst. Mat. i Mekh. UrO RAN, 21, no. 1, 2015, 264–279
Linking options:
https://www.mathnet.ru/eng/timm1163 https://www.mathnet.ru/eng/timm/v21/i1/p264
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Abstract page: | 689 | Full-text PDF : | 101 | References: | 83 | First page: | 13 |
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