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Nostradamus 2014: Prediction, Modeling and Analysis of Complex Systems
Details
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.
This proceedings book is a collection of accepted papers of the Nostradamus conference that has been held in Ostrava, Czech Republic in June 2014. This book also includes outstanding keynote lectures by distinguished guest speakers: René Lozi (France), Ponnuthurai Nagaratnam Suganthan (Singapore) and Lars Nolle (Germany). The main aim of the conference was to create a periodical possibility for students, academics and researchers to exchange their ideas and novel research methods. This conference establishes a forum for presentation and discussion of recent research trends in the area of applications of various predictive methods.
Recent research on modern methods of prediction, modeling and analysis of complex systems Proceedings of the 2014 International Nostradamus conference on modern methods of prediction, modeling and analysis of nonlinear systems held at June 23- 25 2014 in Ostrava, Czech Republic Focused on prediction of the behavior of the dynamical systems by means of classical as well as modern methods from mathematics and soft-computing
Autorentext
Dr. Ajith Abraham is Director of the Machine Intelligence Research (MIR) Labs, a global network of research laboratories with headquarters near Seattle, WA, USA. He is an author/co-author of more than 750 scientific publications. He is founding Chair of the International Conference of Computational Aspects of Social Networks (CASoN), Chair of IEEE Systems Man and Cybernetics Society Technical Committee on Soft Computing (since 2008), and a Distinguished Lecturer of the IEEE Computer Society representing Europe (since 2011).
Inhalt
Chaos, Evolution and Complexity.- Nature-Inspired Algorithms and Nonlinear Systems.- Nonlinear and Predictive Control.- Nonlinear Dynamics and Complex Systems.- Various Topics.
Weitere Informationen
- Allgemeine Informationen
- GTIN 09783319074009
- Auflage 2014
- Editor Ivan Zelinka, Ponnuthurai Nagaratnam Suganthan, Otto Rössler, Vaclav Snasel, Ajith Abraham, Guanrong Chen
- Sprache Englisch
- Genre Allgemeines & Lexika
- Lesemotiv Verstehen
- Größe H235mm x B155mm x T26mm
- Jahr 2014
- EAN 9783319074009
- Format Kartonierter Einband
- ISBN 3319074008
- Veröffentlichung 26.06.2014
- Titel Nostradamus 2014: Prediction, Modeling and Analysis of Complex Systems
- Untertitel Advances in Intelligent Systems and Computing 289
- Gewicht 721g
- Herausgeber Springer International Publishing
- Anzahl Seiten 480