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portada Optimal Control and Forecasting of Complex Dynamical Systems
Type
Physical Book
Author
Publisher
Year
2006
Language
English
Pages
212
Format
Hardcover
Dimensions
23.3 x 15.6 x 2.0 cm
Weight
0.53 kg.
ISBN
9812566600
ISBN13
9789812566607
Categories

Optimal Control and Forecasting of Complex Dynamical Systems

Ilya Grigorenko (Author) · World Scientific Publishing Company · Hardcover

Optimal Control and Forecasting of Complex Dynamical Systems - Grigorenko, Ilya

New Book Imported to Netherlands
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€ 137,75
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Synopsis "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 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 calculus, the book discusses optimal control theory and global optimization using modern numerical techniques. Key elements of chaos theory and basics of fractional derivatives, which are useful in control and forecast of complex dynamical systems, are presented. The coverage includes several interdisciplinary problems to demonstrate the efficiency of the presented algorithms, and different methods of forecasting complex dynamics are discussed.

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