Optimal Control And Forecasting of Complex Dynamical Systems 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2025


Optimal Control And Forecasting of Complex Dynamical Systems

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Ilya Grigorenko 作者
World Scientific Pub Co Inc
译者
2006-3 出版日期
212 页数
$ 93.00 价格
HRD
丛书系列
9789812566607 图书编码

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发表于2025-01-12


Optimal Control And Forecasting of Complex Dynamical Systems 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2025

Optimal Control And Forecasting of Complex Dynamical Systems 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2025

Optimal Control And Forecasting of Complex Dynamical Systems 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2025



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Optimal Control And Forecasting of Complex Dynamical Systems 在线电子书 图书描述

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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