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Nostradamus 2014: Prediction, Modeling and Analysis of Complex Systems

Nostradamus 2014: Prediction, Modeling and Analysis of Complex Systems

Paperback

Series: Advances in Intelligent Systems and Computing, Book 289

Technology & EngineeringGeneral ComputersProgramming

ISBN10: 3319074008
ISBN13: 9783319074009
Publisher: Springer Nature
Published: Jun 26 2014
Pages: 462
Weight: 1.47
Height: 0.97 Width: 6.14 Depth: 9.21
Language: English

The prediction of behavior of complex systems, analysis and modeling of its structure is a vitally important problem in engineering, economy and generally in science today. Examples of such systems can be seen in the world around us (including our bodies) and of course in almost every scientific discipline including such exotic domains as the earth's atmosphere, turbulent fluids, economics (exchange rate and stock markets), population growth, physics (control of plasma), information flow in social networks and its dynamics, chemistry and complex networks. To understand such complex dynamics, which often exhibit strange behavior, and to use it in research or industrial applications, it is paramount to create its models. For this purpose there exists a rich spectrum of methods, from classical such as ARMA models or Box Jenkins method to modern ones like evolutionary computation, neural networks, fuzzy logic, geometry, deterministic chaos amongst others.

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