Optimal Control and Forecasting of Complex Dynamical Systems is popular PDF and ePub book, written by Ilya Grigorenko in 2006, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Optimal Control and Forecasting of Complex Dynamical Systems can be Read Online from any device for your convenience.
Optimal Control and Forecasting of Complex Dynamical Systems Book PDF Summary
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.
Detail Book of Optimal Control and Forecasting of Complex Dynamical Systems PDF
- Author : Ilya Grigorenko
- Release : 21 September 2024
- Publisher : World Scientific
- ISBN : 9789812566607
- Genre : Mathematics
- Total Page : 216 pages
- Language : English
- PDF File Size : 14,9 Mb
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