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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
Descripción
Sumario: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