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This article is cited in 16 scientific papers (total in 16 papers)
Generalized fast automatic differentiation technique
Yu. G. Evtushenkoa, V. I. Zubovba a Dorodnicyn Computing Center, Federal Research Center "Computer Science and Control", Russian Academy of Sciences, Moscow, Russia
b Moscow Institute of Physics and Technology (State University), Dolgoprudnyi, Moscow oblast, Russia
Abstract:
A new efficient technique intended for the numerical solution of a broad class of optimal control problems for complicated dynamical systems described by ordinary and/or partial differential equations is investigated. In this approach, canonical formulas are derived to precisely calculate the objective function gradient for a chosen finite-dimensional approximation of the objective functional.
Key words:
optimal control, gradient, approximation of boundary value problem, heat equation, adjoint equations, fast automatic differentiation.
Received: 19.02.2016
Citation:
Yu. G. Evtushenko, V. I. Zubov, “Generalized fast automatic differentiation technique”, Zh. Vychisl. Mat. Mat. Fiz., 56:11 (2016), 1847–1862; Comput. Math. Math. Phys., 56:11 (2016), 1819–1833
Linking options:
https://www.mathnet.ru/eng/zvmmf10486 https://www.mathnet.ru/eng/zvmmf/v56/i11/p1847
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