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Ilya Grigorenko
人物简介:
Optimal Control And Forecasting of Complex Dynamical Systems书籍相关信息
- ISBN:9789812566607
- 作者:Ilya Grigorenko
- 出版社:World Scientific Pub Co Inc
- 出版时间:2006-3
- 页数:212
- 价格:$ 93.00
- 纸张:暂无纸张
- 装帧:HRD
- 开本:暂无开本
- 语言:暂无语言
- 适合人群:Academic Researchers, Engineers, Mathematicians, Systems Analysts, Operations Researchers, Graduate Students in Engineering and Mathematics, Professionals working in control and optimization fields
- TAG:Mathematics / forecasting / Computational Methods / Systems Engineering / Control Theory / optimization / Dynamical Systems
- 豆瓣评分:暂无豆瓣评分
- 更新时间:2025-05-17 02:40:42
内容简介:
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.