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Optimal Control and Forecasting of Complex Dynamical Systems

This important book reviews applications of optimization and optimal control theory to modern problems in physics, nano-science and finance. The theory presented here can be efficiently applied to various problems, such as the determination of the optimal shape of a laser pulse to induce certain exc...

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Detalles Bibliográficos
Autor principal: Grigorenko, Ilya
Lenguaje:eng
Publicado: World Scientific 2006
Materias:
Acceso en línea:http://cds.cern.ch/record/1058531
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author Grigorenko, Ilya
author_facet Grigorenko, Ilya
author_sort Grigorenko, Ilya
collection CERN
description This important book reviews applications of optimization and optimal control theory to modern problems in physics, nano-science and finance. The theory presented here can be efficiently applied to various problems, such as the determination of the optimal shape of a laser pulse to induce certain excitations in quantum systems, the optimal design of nanostructured materials and devices, or the control of chaotic systems and minimization of the forecast error for a given forecasting model (for example, artificial neural networks). Starting from a brief review of the history of variational calcul
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institution Organización Europea para la Investigación Nuclear
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publishDate 2006
publisher World Scientific
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spelling cern-10585312021-04-22T01:57:32Zhttp://cds.cern.ch/record/1058531engGrigorenko, IlyaOptimal Control and Forecasting of Complex Dynamical SystemsMathematical Physics and MathematicsThis important book reviews applications of optimization and optimal control theory to modern problems in physics, nano-science and finance. The theory presented here can be efficiently applied to various problems, such as the determination of the optimal shape of a laser pulse to induce certain excitations in quantum systems, the optimal design of nanostructured materials and devices, or the control of chaotic systems and minimization of the forecast error for a given forecasting model (for example, artificial neural networks). Starting from a brief review of the history of variational calculWorld Scientificoai:cds.cern.ch:10585312006
spellingShingle Mathematical Physics and Mathematics
Grigorenko, Ilya
Optimal Control and Forecasting of Complex Dynamical Systems
title Optimal Control and Forecasting of Complex Dynamical Systems
title_full Optimal Control and Forecasting of Complex Dynamical Systems
title_fullStr Optimal Control and Forecasting of Complex Dynamical Systems
title_full_unstemmed Optimal Control and Forecasting of Complex Dynamical Systems
title_short Optimal Control and Forecasting of Complex Dynamical Systems
title_sort optimal control and forecasting of complex dynamical systems
topic Mathematical Physics and Mathematics
url http://cds.cern.ch/record/1058531
work_keys_str_mv AT grigorenkoilya optimalcontrolandforecastingofcomplexdynamicalsystems