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Cyclic coordinate descent in a class of bang–singular–bang problems
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Organization: | University of Oviedo |
Department: | Department of Mathematics |
Organization: | University of Oviedo |
Department: | Department of Mathematics |
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Journal of Computational and Applied Mathematics |
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In this paper, we study a class of optimal control problems inspired by the hydroelectric context. These problems model a continuous production process with several interrelated pre-set availability inputs in a finite time interval with production functions which are linear with respect to the consumption rate over time. It constitutes a bang–singular–bang control problem, which we solve using a cyclic coordinate descent strategy combined with a suitable adaptation of the shooting method. Finally, the proposed algorithm is implemented using the Mathematica package and applied to a hydraulic optimization problem in which the potential of the algorithm is evidenced.
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